{"id":7636,"date":"2025-04-03T17:20:50","date_gmt":"2025-04-03T10:20:50","guid":{"rendered":"https:\/\/www.ckconitsha.com\/vn\/?p=7636"},"modified":"2025-06-28T20:10:04","modified_gmt":"2025-06-28T13:10:04","slug":"chuyen-doi-so-la-gi-xu-huong-dx-4-0-digital-transformation","status":"publish","type":"post","link":"https:\/\/www.ckconitsha.com\/vn\/chuyen-doi-so-la-gi-xu-huong-dx-4-0-digital-transformation\/","title":{"rendered":"Chuy\u1ec3n \u0111\u1ed5i s\u1ed1 l\u00e0 g\u00ec? Xu h\u01b0\u1edbng DX 4.0: digital transformation"},"content":{"rendered":"<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_79_2 counter-hierarchy ez-toc-counter ez-toc-grey ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">Table of Contents<\/p>\n<span class=\"ez-toc-title-toggle\"><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1 ' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/www.ckconitsha.com\/vn\/chuyen-doi-so-la-gi-xu-huong-dx-4-0-digital-transformation\/#Chuyen_doi_so_la_gi\" >Chuy\u1ec3n \u0111\u1ed5i s\u1ed1 l\u00e0 g\u00ec?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/www.ckconitsha.com\/vn\/chuyen-doi-so-la-gi-xu-huong-dx-4-0-digital-transformation\/#Thuc_trang_chuyen_doi_so_hien_nay\" >Th\u1ef1c tr\u1ea1ng chuy\u1ec3n \u0111\u1ed5i s\u1ed1 hi\u1ec7n nay<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/www.ckconitsha.com\/vn\/chuyen-doi-so-la-gi-xu-huong-dx-4-0-digital-transformation\/#Muc_tieu_cua_Digital_Transformation_la_gi\" >M\u1ee5c ti\u00eau c\u1ee7a Digital Transformation l\u00e0 g\u00ec?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/www.ckconitsha.com\/vn\/chuyen-doi-so-la-gi-xu-huong-dx-4-0-digital-transformation\/#Loi_ich_cua_chuyen_doi_so\" >L\u1ee3i \u00edch c\u1ee7a chuy\u1ec3n \u0111\u1ed5i s\u1ed1<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/www.ckconitsha.com\/vn\/chuyen-doi-so-la-gi-xu-huong-dx-4-0-digital-transformation\/#Dap_ung_ky_vong_thay_doi_lien_tuc_cua_khach_hang\" >\u0110\u00e1p \u1ee9ng k\u1ef3 v\u1ecdng thay \u0111\u1ed5i li\u00ean t\u1ee5c c\u1ee7a kh\u00e1ch h\u00e0ng<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/www.ckconitsha.com\/vn\/chuyen-doi-so-la-gi-xu-huong-dx-4-0-digital-transformation\/#Ton_tai_trong_thi_truong_canh_tranh_va_thay_doi_lien_tuc\" >T\u1ed3n t\u1ea1i trong th\u1ecb tr\u01b0\u1eddng c\u1ea1nh tranh v\u00e0 thay \u0111\u1ed5i li\u00ean t\u1ee5c<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/www.ckconitsha.com\/vn\/chuyen-doi-so-la-gi-xu-huong-dx-4-0-digital-transformation\/#Phan_tich_nguon_du_lieu\" >Ph\u00e2n t\u00edch ngu\u1ed3n d\u1eef li\u1ec7u<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/www.ckconitsha.com\/vn\/chuyen-doi-so-la-gi-xu-huong-dx-4-0-digital-transformation\/#Nang_cao_trai_nghiem_nhan_vien\" >N\u00e2ng cao tr\u1ea3i nghi\u1ec7m nh\u00e2n vi\u00ean<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/www.ckconitsha.com\/vn\/chuyen-doi-so-la-gi-xu-huong-dx-4-0-digital-transformation\/#Loai_bo_rao_can_giua_cac_bo_phan_phong_ban\" >Lo\u1ea1i b\u1ecf r\u00e0o c\u1ea3n gi\u1eefa c\u00e1c b\u1ed9 ph\u1eadn\/ ph\u00f2ng ban<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-10\" href=\"https:\/\/www.ckconitsha.com\/vn\/chuyen-doi-so-la-gi-xu-huong-dx-4-0-digital-transformation\/#Tang_hieu_suat_giam_chi_phi\" >T\u0103ng hi\u1ec7u su\u1ea5t, gi\u1ea3m chi ph\u00ed<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-11\" href=\"https:\/\/www.ckconitsha.com\/vn\/chuyen-doi-so-la-gi-xu-huong-dx-4-0-digital-transformation\/#4_Yeu_to_quan_trong_khi_thuc_hien_chuyen_doi_so\" >4 Y\u1ebfu t\u1ed1 quan tr\u1ecdng khi th\u1ef1c hi\u1ec7n chuy\u1ec3n \u0111\u1ed5i s\u1ed1<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-12\" href=\"https:\/\/www.ckconitsha.com\/vn\/chuyen-doi-so-la-gi-xu-huong-dx-4-0-digital-transformation\/#Du_lieu\" >D\u1eef li\u1ec7u<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-13\" href=\"https:\/\/www.ckconitsha.com\/vn\/chuyen-doi-so-la-gi-xu-huong-dx-4-0-digital-transformation\/#Yeu_to_cong_nghe\" >Y\u1ebfu t\u1ed1 c\u00f4ng ngh\u1ec7<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-14\" href=\"https:\/\/www.ckconitsha.com\/vn\/chuyen-doi-so-la-gi-xu-huong-dx-4-0-digital-transformation\/#Quy_trinh_chuyen_doi_so\" >Quy tr\u00ecnh chuy\u1ec3n \u0111\u1ed5i s\u1ed1<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-15\" href=\"https:\/\/www.ckconitsha.com\/vn\/chuyen-doi-so-la-gi-xu-huong-dx-4-0-digital-transformation\/#Yeu_to_con_nguoi\" >Y\u1ebfu t\u1ed1 con ng\u01b0\u1eddi<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-16\" href=\"https:\/\/www.ckconitsha.com\/vn\/chuyen-doi-so-la-gi-xu-huong-dx-4-0-digital-transformation\/#Cac_cong_nghe_chuyen_doi_so_can_thiet\" >C\u00e1c c\u00f4ng ngh\u1ec7 chuy\u1ec3n \u0111\u1ed5i s\u1ed1 c\u1ea7n thi\u1ebft<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-17\" href=\"https:\/\/www.ckconitsha.com\/vn\/chuyen-doi-so-la-gi-xu-huong-dx-4-0-digital-transformation\/#Internet_van_vat_IoT_%E2%80%93_Internet_of_Things\" >Internet v\u1ea1n v\u1eadt (IoT &#8211; Internet of Things)<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-18\" href=\"https:\/\/www.ckconitsha.com\/vn\/chuyen-doi-so-la-gi-xu-huong-dx-4-0-digital-transformation\/#Chuoi_khoi_Blockchain\" >Chu\u1ed7i kh\u1ed1i (Blockchain)<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-19\" href=\"https:\/\/www.ckconitsha.com\/vn\/chuyen-doi-so-la-gi-xu-huong-dx-4-0-digital-transformation\/#Hybrid_cloud\" >Hybrid cloud<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-20\" href=\"https:\/\/www.ckconitsha.com\/vn\/chuyen-doi-so-la-gi-xu-huong-dx-4-0-digital-transformation\/#Microservices\" >Microservices<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-21\" href=\"https:\/\/www.ckconitsha.com\/vn\/chuyen-doi-so-la-gi-xu-huong-dx-4-0-digital-transformation\/#Tri_tue_nhan_tao_Artificial_intelligence_%E2%80%93_AI\" >Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (Artificial intelligence \u2013 AI)<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-22\" href=\"https:\/\/www.ckconitsha.com\/vn\/chuyen-doi-so-la-gi-xu-huong-dx-4-0-digital-transformation\/#Du_lieu_lon_Big_data\" >D\u1eef li\u1ec7u l\u1edbn (Big data)<\/a><ul class='ez-toc-list-level-4' ><li class='ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-23\" href=\"https:\/\/www.ckconitsha.com\/vn\/chuyen-doi-so-la-gi-xu-huong-dx-4-0-digital-transformation\/#Ba_V_co_ban_cua_Big_Data\" >Ba V c\u01a1 b\u1ea3n c\u1ee7a Big Data:<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-24\" href=\"https:\/\/www.ckconitsha.com\/vn\/chuyen-doi-so-la-gi-xu-huong-dx-4-0-digital-transformation\/#Tam_quan_trong_cua_Big_Data_trong_chuyen_doi_so\" >T\u1ea7m quan tr\u1ecdng c\u1ee7a Big Data trong chuy\u1ec3n \u0111\u1ed5i s\u1ed1:<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-25\" href=\"https:\/\/www.ckconitsha.com\/vn\/chuyen-doi-so-la-gi-xu-huong-dx-4-0-digital-transformation\/#Thuc_te_ao_Virtual_Reality_%E2%80%93_VR_va_Tang_cuong_thuc_te_Augmented_Reality_%E2%80%93_AR\" >Th\u1ef1c t\u1ebf \u1ea3o (Virtual Reality &#8211; VR) v\u00e0 T\u0103ng c\u01b0\u1eddng th\u1ef1c t\u1ebf (Augmented Reality &#8211; AR)<\/a><ul class='ez-toc-list-level-4' ><li class='ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-26\" href=\"https:\/\/www.ckconitsha.com\/vn\/chuyen-doi-so-la-gi-xu-huong-dx-4-0-digital-transformation\/#Thuc_te_ao_VR\" >Th\u1ef1c t\u1ebf \u1ea3o (VR)<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-27\" href=\"https:\/\/www.ckconitsha.com\/vn\/chuyen-doi-so-la-gi-xu-huong-dx-4-0-digital-transformation\/#Thuc_te_tang_cuong_AR\" >Th\u1ef1c t\u1ebf t\u0103ng c\u01b0\u1eddng (AR)<\/a><\/li><\/ul><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-28\" href=\"https:\/\/www.ckconitsha.com\/vn\/chuyen-doi-so-la-gi-xu-huong-dx-4-0-digital-transformation\/#Chuong_trinh_Chuyen_doi_so_quoc_gia_tai_Viet_Nam\" >Ch\u01b0\u01a1ng tr\u00ecnh Chuy\u1ec3n \u0111\u1ed5i s\u1ed1 qu\u1ed1c gia t\u1ea1i Vi\u1ec7t Nam<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-29\" href=\"https:\/\/www.ckconitsha.com\/vn\/chuyen-doi-so-la-gi-xu-huong-dx-4-0-digital-transformation\/#Muc_tieu_chinh\" >M\u1ee5c ti\u00eau ch\u00ednh<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-30\" href=\"https:\/\/www.ckconitsha.com\/vn\/chuyen-doi-so-la-gi-xu-huong-dx-4-0-digital-transformation\/#Cac_tru_cot_chinh\" >C\u00e1c tr\u1ee5 c\u1ed9t ch\u00ednh<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-31\" href=\"https:\/\/www.ckconitsha.com\/vn\/chuyen-doi-so-la-gi-xu-huong-dx-4-0-digital-transformation\/#Dinh_huong_va_Giai_phap\" >\u0110\u1ecbnh h\u01b0\u1edbng v\u00e0 Gi\u1ea3i ph\u00e1p<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-32\" href=\"https:\/\/www.ckconitsha.com\/vn\/chuyen-doi-so-la-gi-xu-huong-dx-4-0-digital-transformation\/#Cac_linh_vuc_co_the_ap_dung_chuyen_doi_so\" >C\u00e1c l\u0129nh v\u1ef1c c\u00f3 th\u1ec3 \u00e1p d\u1ee5ng chuy\u1ec3n \u0111\u1ed5i s\u1ed1<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-33\" href=\"https:\/\/www.ckconitsha.com\/vn\/chuyen-doi-so-la-gi-xu-huong-dx-4-0-digital-transformation\/#Chuyen_doi_so_trong_co_quan_Nha_nuoc\" >Chuy\u1ec3n \u0111\u1ed5i s\u1ed1 trong c\u01a1 quan Nh\u00e0 n\u01b0\u1edbc<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-34\" href=\"https:\/\/www.ckconitsha.com\/vn\/chuyen-doi-so-la-gi-xu-huong-dx-4-0-digital-transformation\/#Chuyen_doi_so_trong_giao_duc\" >Chuy\u1ec3n \u0111\u1ed5i s\u1ed1 trong gi\u00e1o d\u1ee5c<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-35\" href=\"https:\/\/www.ckconitsha.com\/vn\/chuyen-doi-so-la-gi-xu-huong-dx-4-0-digital-transformation\/#Chuyen_doi_so_trong_linh_vuc_y_te\" >Chuy\u1ec3n \u0111\u1ed1i s\u1ed1 trong l\u0129nh v\u1ef1c y t\u1ebf<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-36\" href=\"https:\/\/www.ckconitsha.com\/vn\/chuyen-doi-so-la-gi-xu-huong-dx-4-0-digital-transformation\/#Chuyen_doi_so_trong_doanh_nghiep\" >Chuy\u1ec3n \u0111\u1ed5i s\u1ed1 trong doanh nghi\u1ec7p<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-37\" href=\"https:\/\/www.ckconitsha.com\/vn\/chuyen-doi-so-la-gi-xu-huong-dx-4-0-digital-transformation\/#Chuyen_doi_so_trong_ngan_hang\" >Chuy\u1ec3n \u0111\u1ed5i s\u1ed1 trong ng\u00e2n h\u00e0ng<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-38\" href=\"https:\/\/www.ckconitsha.com\/vn\/chuyen-doi-so-la-gi-xu-huong-dx-4-0-digital-transformation\/#Chuyen_doi_so_trong_logistics\" >Chuy\u1ec3n \u0111\u1ed5i s\u1ed1 trong logistics<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-39\" href=\"https:\/\/www.ckconitsha.com\/vn\/chuyen-doi-so-la-gi-xu-huong-dx-4-0-digital-transformation\/#Chuyen_doi_so_trong_nong_nghiep\" >Chuy\u1ec3n \u0111\u1ed5i s\u1ed1 trong n\u00f4ng nghi\u1ec7p<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-40\" href=\"https:\/\/www.ckconitsha.com\/vn\/chuyen-doi-so-la-gi-xu-huong-dx-4-0-digital-transformation\/#Chuyen_doi_so_trong_san_xuat_cong_nghiep\" >Chuy\u1ec3n \u0111\u1ed5i s\u1ed1 trong s\u1ea3n xu\u1ea5t c\u00f4ng nghi\u1ec7p<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-41\" href=\"https:\/\/www.ckconitsha.com\/vn\/chuyen-doi-so-la-gi-xu-huong-dx-4-0-digital-transformation\/#Chuyen_doi_so_trong_bao_chi\" >Chuy\u1ec3n \u0111\u1ed5i s\u1ed1 trong b\u00e1o ch\u00ed<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-42\" href=\"https:\/\/www.ckconitsha.com\/vn\/chuyen-doi-so-la-gi-xu-huong-dx-4-0-digital-transformation\/#Chuyen_doi_so_trong_du_lich\" >Chuy\u1ec3n \u0111\u1ed5i s\u1ed1 trong du l\u1ecbch<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-43\" href=\"https:\/\/www.ckconitsha.com\/vn\/chuyen-doi-so-la-gi-xu-huong-dx-4-0-digital-transformation\/#Quy_trinh_chuyen_doi_so_trong_to_chuc\" >Quy tr\u00ecnh chuy\u1ec3n \u0111\u1ed5i s\u1ed1 trong t\u1ed5 ch\u1ee9c<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-44\" href=\"https:\/\/www.ckconitsha.com\/vn\/chuyen-doi-so-la-gi-xu-huong-dx-4-0-digital-transformation\/#Phan_tich_hien_trang_nhu_cau_cua_to_chuc\" >Ph\u00e2n t\u00edch hi\u1ec7n tr\u1ea1ng, nhu c\u1ea7u c\u1ee7a t\u1ed5 ch\u1ee9c<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-45\" href=\"https:\/\/www.ckconitsha.com\/vn\/chuyen-doi-so-la-gi-xu-huong-dx-4-0-digital-transformation\/#Danh_gia_muc_do_san_sang_chuyen_doi_so_cua_to_chuc\" >\u0110\u00e1nh gi\u00e1 m\u1ee9c \u0111\u1ed9 s\u1eb5n s\u00e0ng chuy\u1ec3n \u0111\u1ed5i s\u1ed1 c\u1ee7a t\u1ed5 ch\u1ee9c<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-46\" href=\"https:\/\/www.ckconitsha.com\/vn\/chuyen-doi-so-la-gi-xu-huong-dx-4-0-digital-transformation\/#Nguon_nhan_luc\" >Ngu\u1ed3n nh\u00e2n l\u1ef1c<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-47\" href=\"https:\/\/www.ckconitsha.com\/vn\/chuyen-doi-so-la-gi-xu-huong-dx-4-0-digital-transformation\/#Du_lieu-2\" >D\u1eef li\u1ec7u<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-48\" href=\"https:\/\/www.ckconitsha.com\/vn\/chuyen-doi-so-la-gi-xu-huong-dx-4-0-digital-transformation\/#Chon_cong_nghe_chuyen_doi_so_phu_hop_voi_to_chuc\" >Ch\u1ecdn c\u00f4ng ngh\u1ec7 chuy\u1ec3n \u0111\u1ed5i s\u1ed1 ph\u00f9 h\u1ee3p v\u1edbi t\u1ed5 ch\u1ee9c<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-49\" href=\"https:\/\/www.ckconitsha.com\/vn\/chuyen-doi-so-la-gi-xu-huong-dx-4-0-digital-transformation\/#Cam_ket_chuyen_doi_so\" >Cam k\u1ebft chuy\u1ec3n \u0111\u1ed5i s\u1ed1<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-50\" href=\"https:\/\/www.ckconitsha.com\/vn\/chuyen-doi-so-la-gi-xu-huong-dx-4-0-digital-transformation\/#Van_hoa_doanh_nghiep_trong_chuyen_doi_so\" >V\u0103n h\u00f3a doanh nghi\u1ec7p trong chuy\u1ec3n \u0111\u1ed5i s\u1ed1<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-51\" href=\"https:\/\/www.ckconitsha.com\/vn\/chuyen-doi-so-la-gi-xu-huong-dx-4-0-digital-transformation\/#Phan_biet_giua_chuyen_doi_so_Digital_Transformation_va_so_hoa_Digitization\" >Ph\u00e2n bi\u1ec7t gi\u1eefa chuy\u1ec3n \u0111\u1ed5i s\u1ed1 (Digital Transformation) v\u00e0 s\u1ed1 h\u00f3a (Digitization)<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-52\" href=\"https:\/\/www.ckconitsha.com\/vn\/chuyen-doi-so-la-gi-xu-huong-dx-4-0-digital-transformation\/#Chuyen_doi_so_trong_boi_canh_ESG\" >Chuy\u1ec3n \u0111\u1ed5i s\u1ed1 trong b\u1ed1i c\u1ea3nh ESG<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-53\" href=\"https:\/\/www.ckconitsha.com\/vn\/chuyen-doi-so-la-gi-xu-huong-dx-4-0-digital-transformation\/#Moi_Truong_Environmental\" >M\u00f4i Tr\u01b0\u1eddng (Environmental)<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-54\" href=\"https:\/\/www.ckconitsha.com\/vn\/chuyen-doi-so-la-gi-xu-huong-dx-4-0-digital-transformation\/#Xa_Hoi_Social\" >X\u00e3 H\u1ed9i (Social)<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-55\" href=\"https:\/\/www.ckconitsha.com\/vn\/chuyen-doi-so-la-gi-xu-huong-dx-4-0-digital-transformation\/#Quan_Tri_Governance\" >Qu\u1ea3n Tr\u1ecb (Governance)<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-56\" href=\"https:\/\/www.ckconitsha.com\/vn\/chuyen-doi-so-la-gi-xu-huong-dx-4-0-digital-transformation\/#Ung_dung_chuyen_doi_so_trong_phong_chong_va_ung_pho_voi_bien_doi_khi_hau\" >\u1ee8ng d\u1ee5ng chuy\u1ec3n \u0111\u1ed5i s\u1ed1 trong ph\u00f2ng ch\u1ed1ng v\u00e0 \u1ee9ng ph\u00f3 v\u1edbi bi\u1ebfn \u0111\u1ed5i kh\u00ed h\u1eadu<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-57\" href=\"https:\/\/www.ckconitsha.com\/vn\/chuyen-doi-so-la-gi-xu-huong-dx-4-0-digital-transformation\/#Phan_tich_big_data_va_mo_hinh_hoa_khi_hau\" >Ph\u00e2n t\u00edch big data v\u00e0 m\u00f4 h\u00ecnh h\u00f3a kh\u00ed h\u1eadu<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-58\" href=\"https:\/\/www.ckconitsha.com\/vn\/chuyen-doi-so-la-gi-xu-huong-dx-4-0-digital-transformation\/#Nang_luong_tai_tao_va_quan_ly_nang_luong_thong_minh\" >N\u0103ng l\u01b0\u1ee3ng t\u00e1i t\u1ea1o v\u00e0 qu\u1ea3n l\u00fd n\u0103ng l\u01b0\u1ee3ng th\u00f4ng minh<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-59\" href=\"https:\/\/www.ckconitsha.com\/vn\/chuyen-doi-so-la-gi-xu-huong-dx-4-0-digital-transformation\/#Nong_nghiep_thong_minh\" >N\u00f4ng nghi\u1ec7p th\u00f4ng minh<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-60\" href=\"https:\/\/www.ckconitsha.com\/vn\/chuyen-doi-so-la-gi-xu-huong-dx-4-0-digital-transformation\/#Giam_phat_thai_va_quan_ly_Carbon\" >Gi\u1ea3m ph\u00e1t th\u1ea3i v\u00e0 qu\u1ea3n l\u00fd Carbon<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-61\" href=\"https:\/\/www.ckconitsha.com\/vn\/chuyen-doi-so-la-gi-xu-huong-dx-4-0-digital-transformation\/#Phat_trien_do_thi_thong_minh_va_ben_vung\" >Ph\u00e1t tri\u1ec3n \u0111\u00f4 th\u1ecb th\u00f4ng minh v\u00e0 b\u1ec1n v\u1eefng<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-62\" href=\"https:\/\/www.ckconitsha.com\/vn\/chuyen-doi-so-la-gi-xu-huong-dx-4-0-digital-transformation\/#Cac_cau_hoi_thuong_gap_ve_chuyen_doi_so\" >C\u00e1c c\u00e2u h\u1ecfi th\u01b0\u1eddng g\u1eb7p v\u1ec1 chuy\u1ec3n \u0111\u1ed5i s\u1ed1<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-63\" href=\"https:\/\/www.ckconitsha.com\/vn\/chuyen-doi-so-la-gi-xu-huong-dx-4-0-digital-transformation\/#Khi_nao_thi_nen_chuyen_doi_so\" >Khi n\u00e0o th\u00ec n\u00ean chuy\u1ec3n \u0111\u1ed5i s\u1ed1?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-64\" href=\"https:\/\/www.ckconitsha.com\/vn\/chuyen-doi-so-la-gi-xu-huong-dx-4-0-digital-transformation\/#Tin_hoc_hoa_la_gi\" >Tin h\u1ecdc h\u00f3a l\u00e0 g\u00ec?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-65\" href=\"https:\/\/www.ckconitsha.com\/vn\/chuyen-doi-so-la-gi-xu-huong-dx-4-0-digital-transformation\/#Su_khac_nhau_can_ban_giua_chuyen_doi_so_va_tin_hoc_hoa_la_gi\" >S\u1ef1 kh\u00e1c nhau c\u0103n b\u1ea3n gi\u1eefa chuy\u1ec3n \u0111\u1ed5i s\u1ed1 v\u00e0 tin h\u1ecdc h\u00f3a l\u00e0 g\u00ec?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-66\" href=\"https:\/\/www.ckconitsha.com\/vn\/chuyen-doi-so-la-gi-xu-huong-dx-4-0-digital-transformation\/#Cong_nghe_so_la_gi\" >C\u00f4ng ngh\u1ec7 s\u1ed1 l\u00e0 g\u00ec?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-67\" href=\"https:\/\/www.ckconitsha.com\/vn\/chuyen-doi-so-la-gi-xu-huong-dx-4-0-digital-transformation\/#Cach_mang_cong_nghiep_lan_thu_tu_la_gi\" >C\u00e1ch m\u1ea1ng c\u00f4ng nghi\u1ec7p l\u1ea7n th\u1ee9 t\u01b0 l\u00e0 g\u00ec?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-68\" href=\"https:\/\/www.ckconitsha.com\/vn\/chuyen-doi-so-la-gi-xu-huong-dx-4-0-digital-transformation\/#Tai_sao_noi_chuyen_doi_so_la_%E2%80%9Cthay_doi_kich_thuoc_ban_an%E2%80%9D\" >T\u1ea1i sao n\u00f3i chuy\u1ec3n \u0111\u1ed5i s\u1ed1 l\u00e0 &#8220;thay \u0111\u1ed5i k\u00edch th\u01b0\u1edbc b\u00e0n \u0103n&#8221;?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-69\" href=\"https:\/\/www.ckconitsha.com\/vn\/chuyen-doi-so-la-gi-xu-huong-dx-4-0-digital-transformation\/#Kho_khan_va_thach_thuc_lon_nhat_cua_chuyen_doi_so_la_gi\" >Kh\u00f3 kh\u0103n v\u00e0 th\u00e1ch th\u1ee9c l\u1edbn nh\u1ea5t c\u1ee7a chuy\u1ec3n \u0111\u1ed5i s\u1ed1 l\u00e0 g\u00ec?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-70\" href=\"https:\/\/www.ckconitsha.com\/vn\/chuyen-doi-so-la-gi-xu-huong-dx-4-0-digital-transformation\/#Dao_tao_ky_nang_so_nhu_the_nao\" >\u0110\u00e0o t\u1ea1o k\u1ef9 n\u0103ng s\u1ed1 nh\u01b0 th\u1ebf n\u00e0o?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-71\" href=\"https:\/\/www.ckconitsha.com\/vn\/chuyen-doi-so-la-gi-xu-huong-dx-4-0-digital-transformation\/#Lam_sao_de_an_toan_trong_moi_truong_so\" >L\u00e0m sao \u0111\u1ec3 an to\u00e0n trong m\u00f4i tr\u01b0\u1eddng s\u1ed1?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-72\" href=\"https:\/\/www.ckconitsha.com\/vn\/chuyen-doi-so-la-gi-xu-huong-dx-4-0-digital-transformation\/#Tai_sao_cac_du_an_chuyen_doi_ky_thuat_so_that_bai\" >T\u1ea1i sao c\u00e1c d\u1ef1 \u00e1n chuy\u1ec3n \u0111\u1ed5i k\u1ef9 thu\u1eadt s\u1ed1 th\u1ea5t b\u1ea1i?<\/a><\/li><\/ul><\/li><\/ul><\/nav><\/div>\n<p style=\"text-align: justify\">\u0110\u1ea1i d\u1ecbch Covid-19 bu\u1ed9c nhi\u1ec1u doanh nghi\u1ec7p ph\u1ea3i \u0111\u1ea9y nhanh qu\u00e1 tr\u00ecnh chuy\u1ec3n \u0111\u1ed5i s\u1ed1 \u0111\u1ec3 c\u1ea1nh tranh v\u00e0 th\u1eadm ch\u00ed l\u00e0 t\u1ed3n t\u1ea1i. \u0110i\u1ec1u n\u00e0y c\u1ea7n thi\u1ebft v\u00e0 \u0111\u00f3ng vai tr\u00f2 quan tr\u1ecdng cho c\u1ea3 l\u0129nh v\u1ef1c B2C v\u00e0 B2B v\u00ec h\u00e0nh vi c\u1ee7a ng\u01b0\u1eddi ti\u00eau d\u00f9ng, xu h\u01b0\u1edbng mua h\u00e0ng, ki\u1ebfn \u200b\u200bth\u1ee9c v\u00e0 quy tr\u00ecnh hi\u1ec7n \u0111\u00e3 thay \u0111\u1ed5i.<\/p>\n<h2 id=\"chuyen-doi-so-digital-transformation-la-gi\"><span class=\"ez-toc-section\" id=\"Chuyen_doi_so_la_gi\"><\/span>Chuy\u1ec3n \u0111\u1ed5i s\u1ed1 l\u00e0 g\u00ec?<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p style=\"text-align: justify\">Chuy\u1ec3n \u0111\u1ed5i s\u1ed1 (Digital Transformation &#8211; vi\u1ebft t\u1eaft l\u00e0 DX) l\u00e0 qu\u00e1 tr\u00ecnh \u1ee9ng d\u1ee5ng c\u00f4ng ngh\u1ec7 k\u1ef9 thu\u1eadt s\u1ed1 \u0111\u1ec3 thay \u0111\u1ed5i t\u1ed5ng th\u1ec3 v\u00e0 to\u00e0n di\u1ec7n v\u1ec1 c\u00e1ch th\u1ee9c ho\u1ea1t \u0111\u1ed9ng v\u00e0 t\u01b0\u01a1ng t\u00e1c trong m\u1ecdi l\u0129nh v\u1ef1c c\u1ee7a x\u00e3 h\u1ed9i, t\u1eeb ch\u00ednh ph\u1ee7, doanh nghi\u1ec7p \u0111\u1ebfn \u0111\u1eddi s\u1ed1ng ng\u01b0\u1eddi d\u00e2n.\u00a0M\u1ee5c ti\u00eau c\u1ee7a chuy\u1ec3n \u0111\u1ed5i s\u1ed1 l\u00e0 t\u1eadn d\u1ee5ng ti\u1ec1m n\u0103ng c\u1ee7a c\u00f4ng ngh\u1ec7\u00a0s\u1ed1 h\u00f3a \u0111\u1ec3 c\u1ea3i thi\u1ec7n hi\u1ec7u su\u1ea5t c\u00f4ng vi\u1ec7c, gia t\u0103ng gi\u00e1 tr\u1ecb v\u00e0 t\u1ea1o ra m\u1ed9t n\u1ec1n kinh t\u1ebf s\u1ed1, n\u00e2ng cao ch\u1ea5t l\u01b0\u1ee3ng cu\u1ed9c s\u1ed1ng v\u00e0 th\u00fac \u0111\u1ea9y s\u1ef1 ph\u00e1t tri\u1ec3n b\u1ec1n v\u1eefng.<\/p>\n<p style=\"text-align: justify\">Trong qu\u00e1 tr\u00ecnh chuy\u1ec3n \u0111\u1ed5i k\u1ef9 thu\u1eadt \u0111\u1ed5i s\u1ed1, c\u00e1c t\u1ed5 ch\u1ee9c s\u1ebd \u00e1p d\u1ee5ng c\u00e1c c\u00f4ng ngh\u1ec7 nh\u01b0 Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (AI), Internet of Things (IoT), C\u00f4ng ngh\u1ec7 \u0111i\u1ec7n to\u00e1n \u0111\u00e1m m\u00e2y (Cloud computing), Big Data v\u00e0 Ph\u00e2n t\u00edch d\u1eef li\u1ec7u (Data Analytics), Business Intelligence (BI) c\u00f9ng nhi\u1ec1u c\u00f4ng ngh\u1ec7 kh\u00e1c \u0111\u1ec3 t\u1ed1i \u01b0u h\u00f3a quy tr\u00ecnh s\u1ea3n xu\u1ea5t, qu\u1ea3n tr\u1ecb t\u00e0i ch\u00ednh, c\u1ea3i thi\u1ec7n t\u01b0\u01a1ng t\u00e1c v\u1edbi kh\u00e1ch h\u00e0ng, t\u0103ng tr\u1ea3i nghi\u1ec7m ng\u01b0\u1eddi d\u00f9ng v\u00e0 n\u00e2ng cao s\u1ef1 s\u00e1ng t\u1ea1o v\u00e0 t\u00ednh c\u1ea1nh tranh c\u1ee7a t\u1ed5 ch\u1ee9c.<\/p>\n<p style=\"text-align: justify\">Qu\u00e1 tr\u00ecnh chuy\u1ec3n \u0111\u1ed5i k\u1ef9 thu\u1eadt s\u1ed1 t\u00e1c \u0111\u1ed9ng to\u00e0n di\u1ec7n t\u1edbi nhi\u1ec1u kh\u00eda c\u1ea1nh kh\u00e1c nhau c\u1ee7a t\u1ed5 ch\u1ee9c, bao g\u1ed3m: c\u00e1ch th\u1ee9c ho\u1ea1t \u0111\u1ed9ng, v\u0103n h\u00f3a, c\u01a1 c\u1ea5u t\u1ed5 ch\u1ee9c, m\u1ed1i quan h\u1ec7 v\u1edbi c\u00e1c kh\u00e1ch h\u00e0ng, \u0111\u1ed1i t\u00e1c, ng\u01b0\u1eddi d\u00e2n.<\/p>\n<p style=\"text-align: justify\">Chuy\u1ec3n \u0111\u1ed5i s\u1ed1 kh\u00f4ng ch\u1ec9 l\u00e0 v\u1ea5n \u0111\u1ec1 c\u00f4ng ngh\u1ec7, m\u00e0 c\u00f2n y\u00eau c\u1ea7u\u00a0s\u1ef1 thay \u0111\u1ed5i quy tr\u00ecnh l\u00e0m vi\u1ec7c, \u0111\u00e0o t\u1ea1o nh\u00e2n vi\u00ean, s\u1ef1 thay \u0111\u1ed5i t\u01b0 duy v\u00e0 th\u00e1i \u0111\u1ed9 l\u00e0m vi\u1ec7c c\u1ee7a t\u1ea5t c\u1ea3 c\u00e1c th\u00e0nh vi\u00ean trong t\u1ed5 ch\u1ee9c.<\/p>\n<p style=\"text-align: justify\">\u0110i\u1ec1u quan tr\u1ecdng c\u1ed1t l\u00f5i c\u1ee7a chuy\u1ec3n \u0111\u1ed5i s\u1ed1 l\u00e0 s\u1ef1 thay \u0111\u1ed5i to\u00e0n di\u1ec7n trong c\u00e1ch t\u1ed5 ch\u1ee9c ho\u1ea1t \u0111\u1ed9ng v\u00e0 t\u1eadn d\u1ee5ng c\u00e1c c\u01a1 h\u1ed9i m\u00e0 c\u00f4ng ngh\u1ec7 s\u1ed1 h\u00f3a mang l\u1ea1i \u0111\u1ec3 \u0111\u1ea1t \u0111\u01b0\u1ee3c s\u1ef1 t\u1ed1i \u01b0u h\u00f3a, t\u1ea1o ra gi\u00e1 tr\u1ecb m\u1edbi v\u00e0 duy tr\u00ec l\u1ee3i th\u1ebf c\u1ea1nh tranh.<\/p>\n<p style=\"text-align: justify\">Chuy\u1ec3n \u0111\u1ed5i s\u1ed1 \u0111ang tr\u1edf th\u00e0nh m\u1ed9t y\u1ebfu t\u1ed1 quan tr\u1ecdng \u0111\u1ec3 c\u00e1c t\u1ed5 ch\u1ee9c ph\u00e1t tri\u1ec3n trong th\u1eddi \u0111\u1ea1i k\u1ef9 thu\u1eadt s\u1ed1, gi\u00fap th\u00fac \u0111\u1ea9y s\u1ef1 \u0111\u1ed5i m\u1edbi v\u00e0 n\u00e2ng cao n\u0103ng su\u1ea5t, c\u0169ng nh\u01b0 c\u1ea3i thi\u1ec7n s\u1ef1 h\u00e0i l\u00f2ng c\u1ee7a kh\u00e1ch h\u00e0ng.<\/p>\n<p style=\"text-align: justify\"><em>&gt;&gt; Tham kh\u1ea3o: V\u00ed d\u1ee5 v\u1ec1 chuy\u1ec3n \u0111\u1ed5i s\u1ed1<\/em><\/p>\n<p style=\"text-align: center\"><img decoding=\"async\" alt=\"Chuy\u1ec3n \u0111\u1ed5i s\u1ed1 (Digital Transformation) l\u00e0 qu\u00e1 tr\u00ecnh t\u00edch h\u1ee3p c\u00e1c c\u00f4ng ngh\u1ec7 k\u1ef9 thu\u1eadt s\u1ed1 v\u00e0o t\u1ea5t c\u1ea3 l\u0129nh v\u1ef1c nh\u1eb1m ph\u00e1 v\u1ee1 c\u00e1ch th\u1ee9c ho\u1ea1t \u0111\u1ed9ng truy\u1ec1n th\u1ed1ng\" src=\"https:\/\/www.pace.edu.vn\/uploads\/news\/2023\/04\/1-khai-niem-chuyen-doi-so.jpg\" style=\"width: 1000px;height: 525px\"><br \/>\n<em>Chuy\u1ec3n \u0111\u1ed5i s\u1ed1 l\u00e0 vi\u1ec7c t\u00edch h\u1ee3p c\u00f4ng ngh\u1ec7 s\u1ed1 v\u00e0o c\u00e1c quy tr\u00ecnh v\u00e0 m\u1ecdi l\u0129nh v\u1ef1c ho\u1ea1t \u0111\u1ed9ng c\u1ee7a doanh nghi\u1ec7p<\/em><\/p>\n<h2 id=\"thuc-trang-chuyen-doi-so\"><span class=\"ez-toc-section\" id=\"Thuc_trang_chuyen_doi_so_hien_nay\"><\/span>Th\u1ef1c tr\u1ea1ng chuy\u1ec3n \u0111\u1ed5i s\u1ed1 hi\u1ec7n nay<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p style=\"text-align: justify\">Chuy\u1ec3n \u0111\u1ed5i s\u1ed1 gi\u1edd \u0111\u00e2y kh\u00f4ng c\u00f2n l\u00e0 t\u1ea7m nh\u00ecn hay m\u1ed9t m\u1ee5c ti\u00eau xa v\u1eddi trong t\u01b0\u01a1ng lai, m\u00e0 \u0111\u00e3 tr\u1edf th\u00e0nh m\u1ed9t qu\u00e1 tr\u00ecnh thi\u1ebft y\u1ebfu, bu\u1ed9c m\u1ecdi t\u1ed5 ch\u1ee9c, doanh nghi\u1ec7p ph\u1ea3i tham gia \u0111\u1ec3 c\u00f3 th\u1ec3 t\u1ed3n t\u1ea1i v\u00e0 kh\u00f4ng b\u1ecb b\u1ecf l\u1ea1i tr\u00ean m\u1ed9t th\u1ecb tr\u01b0\u1eddng c\u1ea1nh tranh kh\u1ed1c li\u1ec7t v\u00e0 thay \u0111\u1ed5i nhanh ch\u00f3ng nh\u01b0 hi\u1ec7n nay.<\/p>\n<p style=\"text-align: justify\">Th\u1ef1c tr\u1ea1ng chuy\u1ec3n \u0111\u1ed1i s\u1ed1 hi\u1ec7n nay t\u1ea1i ch\u00e2u \u00c1 \/ Th\u00e1i B\u00ecnh D\u01b0\u01a1ng, theo s\u1ed1 li\u1ec7u m\u00e0 Microsoft th\u1ed1ng k\u00ea, trong s\u1ed1 615 doanh nghi\u1ec7p \u0111\u01b0\u1ee3c nghi\u00ean c\u1ee9u, 44% cho bi\u1ebft h\u1ecd \u0111\u00e3 \u00e1p d\u1ee5ng qu\u00e1 tr\u00ecnh chuy\u1ec3n \u0111\u1ed5i s\u1ed1 th\u00e0nh c\u00f4ng.<\/p>\n<p style=\"text-align: justify\">V\u00ed d\u1ee5 v\u1ec1 Chuy\u1ec3n \u0111\u1ed5i s\u1ed1 qu\u1ed1c gia \u1edf 1 s\u1ed1 n\u01b0\u1edbc:<\/p>\n<ul>\n<li>\n<p style=\"text-align: justify\">Estonia: \u0110\u01b0\u1ee3c coi l\u00e0 m\u1ed9t trong nh\u1eefng qu\u1ed1c gia h\u00e0ng \u0111\u1ea7u v\u1ec1 chuy\u1ec3n \u0111\u1ed5i s\u1ed1, v\u1edbi h\u1ea7u h\u1ebft c\u00e1c d\u1ecbch v\u1ee5 c\u00f4ng \u0111\u01b0\u1ee3c cung c\u1ea5p tr\u1ef1c tuy\u1ebfn, bao g\u1ed3m c\u1ea3 vi\u1ec7c b\u1ea7u c\u1eed t\u1eeb xa.<\/p>\n<\/li>\n<li>\n<p style=\"text-align: justify\">Singapore: N\u1ed5i ti\u1ebfng v\u1edbi s\u00e1ng ki\u1ebfn &#8220;Smart Nation&#8221;, nh\u1ea5n m\u1ea1nh v\u00e0o vi\u1ec7c \u00e1p d\u1ee5ng c\u00f4ng ngh\u1ec7 trong qu\u1ea3n l\u00fd th\u00e0nh ph\u1ed1, y t\u1ebf, giao th\u00f4ng v\u00e0 gi\u00e1o d\u1ee5c.<\/p>\n<\/li>\n<li>\n<p style=\"text-align: justify\">H\u00e0n Qu\u1ed1c: T\u1eadp trung v\u00e0o ph\u00e1t tri\u1ec3n c\u01a1 s\u1edf h\u1ea1 t\u1ea7ng c\u00f4ng ngh\u1ec7 th\u00f4ng tin v\u00e0 truy\u1ec1n th\u00f4ng, n\u00e2ng cao k\u1ef9 n\u0103ng s\u1ed1 cho ng\u01b0\u1eddi d\u00e2n v\u00e0 doanh nghi\u1ec7p, v\u00e0 \u0111\u1ed5i m\u1edbi s\u00e1ng t\u1ea1o trong c\u00f4ng ngh\u1ec7.<\/p>\n<\/li>\n<\/ul>\n<p style=\"text-align: justify\">Chuy\u1ec3n \u0111\u1ed5i s\u1ed1 qu\u1ed1c gia l\u00e0 m\u1ed9t qu\u00e1 tr\u00ecnh \u0111\u00f2i h\u1ecfi s\u1ef1 tham gia c\u1ee7a c\u1ea3 ch\u00ednh ph\u1ee7, doanh nghi\u1ec7p v\u00e0 ng\u01b0\u1eddi d\u00e2n. M\u1ee5c ti\u00eau cu\u1ed1i c\u00f9ng l\u00e0 t\u1ea1o ra m\u1ed9t x\u00e3 h\u1ed9i s\u1ed1 h\u00f3a, n\u00e2ng cao ch\u1ea5t l\u01b0\u1ee3ng cu\u1ed9c s\u1ed1ng, v\u00e0 t\u1ea1o \u0111i\u1ec1u ki\u1ec7n cho s\u1ef1 ph\u00e1t tri\u1ec3n kinh t\u1ebf b\u1ec1n v\u1eefng.<\/p>\n<p style=\"text-align: justify\">T\u1ea1i Vi\u1ec7t Nam, Ch\u00ednh ph\u1ee7 x\u00e2y d\u1ef1ng \u201cCh\u01b0\u01a1ng tr\u00ecnh chuy\u1ec3n \u0111\u1ed5i s\u1ed1 qu\u1ed1c gia \u0111\u1ebfn n\u0103m 2025, \u0111\u1ecbnh h\u01b0\u1edbng \u0111\u1ebfn n\u0103m 2030\u201d, x\u00e1c \u0111\u1ecbnh m\u1ee5c ti\u00eau ph\u00e1t tri\u1ec3n v\u1ec1 kinh t\u1ebf s\u1ed1, \u0111\u1ebfn n\u0103m 2025 kinh t\u1ebf s\u1ed1 ph\u1ea3i chi\u1ebfm 20% GDP, t\u1ef7 tr\u1ecdng v\u1ec1 kinh t\u1ebf s\u1ed1 trong m\u1ecdi ng\u00e0nh, l\u0129nh v\u1ef1c ph\u1ea3i \u0111\u1ea1t t\u1ed1i thi\u1ec3u 10%, n\u0103ng su\u1ea5t lao \u0111\u1ed9ng t\u0103ng t\u1ed1i thi\u1ec3u l\u00e0 7%, Vi\u1ec7t nam n\u1eb1m trong nh\u00f3m 50 n\u01b0\u1edbc d\u1eabn \u0111\u1ea7u v\u1ec1 c\u00f4ng ngh\u1ec7 th\u00f4ng tin.<\/p>\n<p style=\"text-align: justify\">Theo \u01b0\u1edbc t\u00ednh c\u1ee7a B\u1ed9 Th\u00f4ng tin v\u00e0 Truy\u1ec1n th\u00f4ng, trong Qu\u00fd I\/2022, Ch\u00ednh ph\u1ee7 \u0111\u1ea1t kho\u1ea3ng 53 t\u1ef7 USD. S\u1ed1 doanh nghi\u1ec7p c\u00f4ng ngh\u1ec7 s\u1ed1 th\u00e0nh l\u1eadp m\u1edbi t\u0103ng 500 doanh nghi\u1ec7p so v\u1edbi n\u0103m 2021.<\/p>\n<p style=\"text-align: justify\">V\u1edbi c\u00e1c doanh nghi\u1ec7p t\u1ea1i Vi\u1ec7t Nam, theo kh\u1ea3o s\u00e1t c\u1ee7a Hi\u1ec7p h\u1ed9i ph\u1ea7n m\u1ec1m v\u00e0 d\u1ecbch v\u1ee5 CNTT Vi\u1ec7t Nam Vinasa v\u00e0o n\u0103m 2019, chuy\u1ec3n \u0111\u1ed5i s\u1ed1 v\u1eabn l\u00e0 m\u1ed9t r\u00e0o c\u1ea3n l\u1edbn khi 30,7% doanh nghi\u1ec7p ch\u01b0a bi\u1ebft c\u1ea7n ph\u1ea3i l\u00e0m g\u00ec \u0111\u1ec3 chuy\u1ec3n \u0111\u1ed5i s\u1ed1, 35% doanh nghi\u1ec7p b\u0103n kho\u0103n kh\u00f4ng bi\u1ebft b\u1eaft \u0111\u1ea7u t\u1eeb \u0111\u00e2u,&#8230; \u0110\u00e1ng n\u00f3i h\u01a1n, c\u00e1c doanh nghi\u1ec7p v\u1eeba v\u00e0 nh\u1ecf t\u1ea1i Vi\u1ec7t Nam chi\u1ebfm ph\u1ea7n l\u1edbn v\u1edbi 97%, tuy nhi\u00ean th\u1ef1c tr\u1ea1ng l\u00e0 h\u1ecd ch\u01b0a \u0111\u1ee7 \u0111i\u1ec1u ki\u1ec7n v\u1ec1 c\u00f4ng ngh\u1ec7 khoa h\u1ecdc, ngu\u1ed3n l\u1ef1c \u0111\u1ec3 chuy\u1ec3n \u0111\u1ed5i s\u1ed1 t\u1ed1i \u0111a.<\/p>\n<p style=\"text-align: justify\">T\u1edbi n\u0103m 2021, h\u1ea7u h\u1ebft c\u00e1c doanh nghi\u1ec7p \u0111\u1ec1u \u1ee9ng d\u1ee5ng c\u00e1c gi\u1ea3i ph\u00e1p ho\u1ea1t \u0111\u1ed9ng qu\u1ea3n l\u00fd \u0111a k\u00eanh, ph\u1ea7n m\u1ec1m, qu\u1ea3n tr\u1ecb k\u00eanh ph\u00e2n ph\u1ed1i, b\u00e1n h\u00e0ng online,&#8230; v\u00e0o doanh nghi\u1ec7p.<\/p>\n<p style=\"text-align: justify\">Th\u1ef1c tr\u1ea1ng chuy\u1ec3n \u0111\u1ed5i s\u1ed1 t\u1ea1i Vi\u1ec7t Nam hi\u1ec7n nay nh\u1eadn \u0111\u01b0\u1ee3c nhi\u1ec1u s\u1ef1 h\u1ed7 tr\u1ee3 t\u1eeb th\u1ecb tr\u01b0\u1eddng v\u00e0 c\u00e1c c\u01a1 quan ban ng\u00e0nh c\u1ee7a Ch\u00ednh ph\u1ee7, g\u00f3p ph\u1ea7n th\u00fac \u0111\u1ea9y qu\u00e1 tr\u00ecnh chuy\u1ec3n \u0111\u1ed5i s\u1ed1 di\u1ec5n ra nhanh v\u00e0 quy\u1ebft li\u1ec7t h\u01a1n. Gi\u1edd \u0111\u00e2y kh\u00f4ng c\u00f2n t\u1ed5 ch\u1ee9c, doanh nghi\u1ec7p, c\u00e1 nh\u00e2n n\u00e0o n\u1eb1m ngo\u00e0i cu\u1ed9c c\u1ee7a qu\u00e1 tr\u00ecnh chuy\u1ec3n \u0111\u1ed5i s\u1ed1, n\u1ebfu kh\u00f4ng th\u1ef1c hi\u1ec7n, h\u1ecd s\u1ebd b\u1ecb b\u1ecf l\u1ea1i ph\u00eda sau.<\/p>\n<p style=\"text-align: center\"><img decoding=\"async\" alt=\"Th\u1ef1c tr\u1ea1ng chuy\u1ec3n \u0111\u1ed5i s\u1ed1 hi\u1ec7n nay\" src=\"https:\/\/www.pace.edu.vn\/uploads\/news\/2023\/04\/2-thuc-trang-chuyen-doi-so.jpg\" style=\"width: 1000px;height: 525px\"><br \/>\nQu\u00e1 tr\u00ecnh chuy\u1ec3n \u0111\u1ed5i s\u1ed1 \u0111ang di\u1ec5n ra t\u00edch c\u1ef1c t\u1ea1i nhi\u1ec1u qu\u1ed1c gia tr\u00ean th\u1ebf gi\u1edbi<\/p>\n<h2 id=\"muc-tieu-chuyen-doi-so\"><span class=\"ez-toc-section\" id=\"Muc_tieu_cua_Digital_Transformation_la_gi\"><\/span>M\u1ee5c ti\u00eau c\u1ee7a Digital Transformation l\u00e0 g\u00ec?<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p style=\"text-align: justify\">V\u1edbi m\u1ee5c ti\u00eau t\u1eadn d\u1ee5ng c\u00f4ng ngh\u1ec7 s\u1ed1 trong\u00a0Digital Transformation nh\u1eb1m c\u1ea3i thi\u1ec7n, t\u1ed1i \u01b0u h\u00f3a quy tr\u00ecnh l\u00e0m vi\u1ec7c, t\u0103ng t\u00ednh linh ho\u1ea1t, n\u00e2ng cao tr\u1ea3i nghi\u1ec7m kh\u00e1ch h\u00e0ng v\u00e0 ph\u00e1t tri\u1ec3n c\u00e1c s\u1ea3n ph\u1ea9m\/ d\u1ecbch v\u1ee5 m\u1edbi, t\u0103ng c\u01b0\u1eddng l\u1ee3i th\u1ebf c\u1ea1nh tranh c\u1ee7a doanh nghi\u1ec7p, n\u00e2ng cao tr\u1ea3i nghi\u1ec7m c\u1ee7a nh\u00e2n vi\u00ean.<\/p>\n<p style=\"text-align: justify\">M\u1ed9t s\u1ed1 m\u1ee5c ti\u00eau c\u1ee7a qu\u00e1 tr\u00ecnh chuy\u1ec3n \u0111\u1ed5i s\u1ed1 ph\u1ea3i k\u1ec3 \u0111\u1ebfn nh\u01b0:<\/p>\n<ul>\n<li>\n<p style=\"text-align: justify\">T\u0103ng c\u01b0\u1eddng hi\u1ec7u qu\u1ea3 v\u00e0 n\u0103ng su\u1ea5t: \u00c1p d\u1ee5ng c\u00f4ng ngh\u1ec7 s\u1ed1 h\u00f3a gi\u00fap t\u1ed1i \u01b0u h\u00f3a quy tr\u00ecnh l\u00e0m vi\u1ec7c, gi\u1ea3m thi\u1ec3u s\u1ef1 l\u00e3ng ph\u00ed v\u00e0 t\u0103ng c\u01b0\u1eddng hi\u1ec7u su\u1ea5t v\u00e0 n\u0103ng su\u1ea5t c\u1ee7a t\u1ed5 ch\u1ee9c.<\/p>\n<\/li>\n<li>\n<p style=\"text-align: justify\">C\u1ea3i thi\u1ec7n tr\u1ea3i nghi\u1ec7m kh\u00e1ch h\u00e0ng: S\u1eed d\u1ee5ng c\u00e1c c\u00f4ng ngh\u1ec7 s\u1ed1 gi\u00fap t\u0103ng c\u01b0\u1eddng t\u01b0\u01a1ng t\u00e1c v\u1edbi kh\u00e1ch h\u00e0ng, c\u1ea3i thi\u1ec7n tr\u1ea3i nghi\u1ec7m ng\u01b0\u1eddi d\u00f9ng v\u00e0 t\u1ea1o ra nh\u1eefng d\u1ecbch v\u1ee5 v\u00e0 s\u1ea3n ph\u1ea9m t\u1ed1t h\u01a1n \u0111\u00e1p \u1ee9ng nhu c\u1ea7u c\u1ee7a kh\u00e1ch h\u00e0ng.<\/p>\n<\/li>\n<li>\n<p style=\"text-align: justify\">Khai th\u00e1c c\u01a1 h\u1ed9i m\u1edbi: Chuy\u1ec3n\u00a0\u0111\u1ed5i s\u1ed1 cho ph\u00e9p t\u1ed5 ch\u1ee9c t\u1eadn d\u1ee5ng c\u00e1c c\u01a1 h\u1ed9i m\u1edbi m\u00e0 c\u00f4ng ngh\u1ec7 s\u1ed1 h\u00f3a mang l\u1ea1i, nh\u01b0 khai th\u00e1c d\u1eef li\u1ec7u \u0111\u1ec3 \u0111\u01b0a ra quy\u1ebft \u0111\u1ecbnh th\u00f4ng minh, ph\u00e1t tri\u1ec3n c\u00e1c s\u1ea3n ph\u1ea9m v\u00e0 d\u1ecbch v\u1ee5 m\u1edbi, ho\u1eb7c ti\u1ebfp c\u1eadn c\u00e1c th\u1ecb tr\u01b0\u1eddng m\u1edbi.<\/p>\n<\/li>\n<li>\n<p style=\"text-align: justify\">T\u0103ng c\u01b0\u1eddng t\u00ednh c\u1ea1nh tranh: Chuy\u1ec3n \u0111\u1ed5i s\u1ed1 gi\u00fap t\u0103ng c\u01b0\u1eddng t\u00ednh c\u1ea1nh tranh c\u1ee7a t\u1ed5 ch\u1ee9c b\u1eb1ng c\u00e1ch n\u00e2ng cao s\u1ef1 s\u00e1ng t\u1ea1o v\u00e0 th\u00fac \u0111\u1ea9y \u0111\u1ed5i m\u1edbi trong c\u00e1ch th\u1ee9c kinh doanh v\u00e0 cung c\u1ea5p gi\u00e1 tr\u1ecb cho kh\u00e1ch h\u00e0ng.<\/p>\n<\/li>\n<li>\n<p style=\"text-align: justify\">T\u0103ng c\u01b0\u1eddng \u0111\u00e1ng tin c\u1eady v\u00e0 an to\u00e0n: C\u00e1c gi\u1ea3i ph\u00e1p s\u1ed1 h\u00f3a th\u01b0\u1eddng \u0111i k\u00e8m v\u1edbi c\u00e1c bi\u1ec7n ph\u00e1p b\u1ea3o m\u1eadt v\u00e0 an to\u00e0n th\u00f4ng tin, gi\u00fap b\u1ea3o v\u1ec7 d\u1eef li\u1ec7u v\u00e0 th\u00f4ng tin c\u1ee7a t\u1ed5 ch\u1ee9c kh\u1ecfi c\u00e1c m\u1ed1i \u0111e d\u1ecda v\u00e0 t\u1ea5n c\u00f4ng m\u1ea1ng.<\/p>\n<\/li>\n<li>\n<p style=\"text-align: justify\">Th\u00edch nghi v\u1edbi th\u1ecb tr\u01b0\u1eddng k\u1ef9 thu\u1eadt s\u1ed1: Chuy\u1ec3n \u0111\u1ed5i s\u1ed1 gi\u00fap t\u1ed5 ch\u1ee9c th\u00edch \u1ee9ng v\u1edbi xu h\u01b0\u1edbng v\u00e0 thay \u0111\u1ed5i trong th\u1ecb tr\u01b0\u1eddng k\u1ef9 thu\u1eadt s\u1ed1, gi\u00fap \u0111\u1ea3m b\u1ea3o s\u1ef1 t\u1ed3n t\u1ea1i v\u00e0 ph\u00e1t tri\u1ec3n b\u1ec1n v\u1eefng trong t\u01b0\u01a1ng lai.<\/p>\n<\/li>\n<\/ul>\n<p style=\"text-align: justify\">C\u00e1c t\u1ed5 ch\u1ee9c, doanh nghi\u1ec7p khi h\u01b0\u1edbng t\u1edbi c\u00e1c m\u1ee5c ti\u00eau n\u00e0y c\u00f3 th\u1ec3 t\u0103ng l\u1ee3i th\u1ebf c\u1ea1nh tranh tr\u00ean th\u1ecb tr\u01b0\u1eddng, t\u0103ng kh\u1ea3 n\u0103ng th\u00e0nh c\u00f4ng c\u1ee7a doanh nghi\u1ec7p trong c\u1ea3 ng\u1eafn v\u00e0 d\u00e0i h\u1ea1n.<\/p>\n<p style=\"text-align: center\"><img decoding=\"async\" alt=\"M\u1ee5c ti\u00eau c\u1ee7a Digital Transformation\" src=\"https:\/\/www.pace.edu.vn\/uploads\/news\/2023\/04\/3-muc-tieu-cua-chuyen-doi-so.jpg\" style=\"width: 1000px;height: 525px\"><br \/>\n<em>Th\u1ef1c hi\u1ec7n chuy\u1ec3n \u0111\u1ed5i s\u1ed1 \u0111\u1ec3 doanh nghi\u1ec7p c\u00f3 th\u1ec3 t\u0103ng c\u01b0\u1eddng hi\u1ec7u su\u1ea5t v\u00e0 hi\u1ec7u qu\u1ea3 t\u1ed1i \u0111a<\/em><\/p>\n<h2 id=\"loi-ich-cua-chuyen-doi-so\"><span class=\"ez-toc-section\" id=\"Loi_ich_cua_chuyen_doi_so\"><\/span>L\u1ee3i \u00edch c\u1ee7a chuy\u1ec3n \u0111\u1ed5i s\u1ed1<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p style=\"text-align: justify\">Digital Transformation \u0111\u01b0\u1ee3c xem l\u00e0 xu h\u01b0\u1edbng gi\u1ea3m thi\u1ec3u th\u1eddi gian trong qu\u1ea3n l\u00fd v\u00e0 t\u1ed1i \u01b0u chi ph\u00ed. D\u00f9 mu\u1ed1n hay kh\u00f4ng, qu\u00e1 tr\u00ecnh chuy\u1ec3n \u0111\u1ed5i s\u1ed1 v\u1eabn x\u1ea3y ra, trong m\u1ed9t th\u1ebf gi\u1edbi m\u00e0 c\u00f4ng ngh\u1ec7 b\u00f9ng n\u1ed5 m\u1ea1nh m\u1ebd, xu h\u01b0\u1edbng mua v\u00e0 k\u1ef3 v\u1ecdng c\u1ee7a ng\u01b0\u1eddi ti\u00eau d\u00f9ng thay \u0111\u1ed5i li\u00ean t\u1ee5c nh\u01b0 hi\u1ec7n nay.<\/p>\n<p style=\"text-align: justify\">N\u1ebfu c\u00e1c c\u01a1 quan nh\u00e0 n\u01b0\u1edbc, doanh nghi\u1ec7p quy m\u00f4 l\u1edbn hay nh\u1ecf, th\u1eadm ch\u00ed l\u00e0 m\u1ed7i c\u00e1 nh\u00e2n s\u1ed1ng trong th\u1eddi \u0111\u1ea1i c\u00f4ng ngh\u1ec7 s\u1ed1 ng\u00e0y nay kh\u00f4ng ch\u1ecbu chuy\u1ec3n m\u00ecnh \u0111\u1ec3 th\u00edch nghi th\u00ec ch\u1eafc ch\u1eafn s\u1ebd b\u1ecb t\u1ee5t l\u1ea1i ph\u00eda sau v\u00e0 c\u00f3 th\u1ec3 th\u1ea5t b\u1ea1i. Ch\u00ednh v\u00ec v\u1eady, chuy\u1ec3n \u0111\u1ed5i s\u1ed1 s\u1ebd thay \u0111\u1ed5i t\u01b0 duy, nh\u1eadn th\u1ee9c c\u1ee7a con ng\u01b0\u1eddi, lo\u1ea1i b\u1ecf nh\u1eefng c\u00e1ch l\u00e0m vi\u1ec7c l\u1ea1c h\u1eadu \u0111\u1ec3 thi\u1ebft l\u1eadp m\u1ed9t quy tr\u00ecnh l\u00e0m vi\u1ec7c nhanh ch\u00f3ng, ch\u00ednh x\u00e1c v\u00e0 ti\u1ebft ki\u1ec7m chi ph\u00ed d\u1ef1a v\u00e0o c\u00e1c c\u00f4ng ngh\u1ec7 k\u1ef9 thu\u1eadt s\u1ed1.<\/p>\n<ol>\n<li>\u0110\u00e1p \u1ee9ng k\u1ef3 v\u1ecdng thay \u0111\u1ed5i c\u1ee7a kh\u00e1ch h\u00e0ng<\/li>\n<li>T\u1ed3n t\u1ea1i trong th\u1ecb tr\u01b0\u1eddng c\u1ea1nh tranh v\u00e0 thay \u0111\u1ed5i li\u00ean t\u1ee5c<\/li>\n<li>Ph\u00e2n t\u00edch ngu\u1ed3n d\u1eef li\u1ec7u<\/li>\n<li>N\u00e2ng cao tr\u1ea3i nghi\u1ec7m nh\u00e2n vi\u00ean<\/li>\n<li>Lo\u1ea1i b\u1ecf r\u00e0o c\u1ea3n gi\u1eefa c\u00e1c b\u1ed9 ph\u1eadn<\/li>\n<li>T\u0103ng hi\u1ec7u su\u1ea5t, gi\u1ea3m chi ph\u00ed<\/li>\n<\/ol>\n<h3 id=\"dap-ung-ky-vong-thay-doi-lien-tuc-cua-khach-hang\"><span class=\"ez-toc-section\" id=\"Dap_ung_ky_vong_thay_doi_lien_tuc_cua_khach_hang\"><\/span>\u0110\u00e1p \u1ee9ng k\u1ef3 v\u1ecdng thay \u0111\u1ed5i li\u00ean t\u1ee5c c\u1ee7a kh\u00e1ch h\u00e0ng<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p style=\"text-align: justify\">Vi\u1ec7c c\u1ea3i ti\u1ebfn c\u00f4ng ngh\u1ec7 v\u00e0 c\u00e1c k\u00eanh b\u00e1n h\u00e0ng gi\u00fap ng\u01b0\u1eddi d\u00f9ng c\u00f3 nhi\u1ec1u h\u01a1n s\u1ef1 l\u1ef1a ch\u1ecdn, nh\u1edd \u0111\u00f3 n\u00e2ng cao nh\u1eefng k\u1ef3 v\u1ecdng v\u1ec1 tr\u1ea3i nghi\u1ec7m h\u1ecd nh\u1eadn \u0111\u01b0\u1ee3c. C\u00e1c c\u00f4ng ngh\u1ec7 chuy\u1ec3n \u0111\u1ed5i s\u1ed1 gi\u00fap t\u0103ng t\u01b0\u01a1ng t\u00e1c gi\u1eefa kh\u00e1ch h\u00e0ng v\u1edbi doanh nghi\u1ec7p. Ch\u00fang g\u00f3p ph\u1ea7n gi\u00fap doanh nghi\u1ec7p thu h\u00fat v\u00e0 gi\u1eef ch\u00e2n kh\u00e1ch h\u00e0ng. Ch\u1eb3ng h\u1ea1n nh\u01b0 ho\u1ea1t \u0111\u1ed9ng \u201c\u0111i ch\u1ee3 h\u1ed9\u201d sau nh\u1eefng t\u00e1c \u0111\u1ed9ng c\u1ee7a d\u1ecbch b\u1ec7nh, \u0111i\u1ec1u n\u00e0y \u0111\u00e3 tr\u1edf n\u00ean quen thu\u1ed9c v\u00e0 thu\u1eadn ti\u1ec7n h\u01a1n v\u1edbi nh\u1eefng ng\u01b0\u1eddi b\u1eadn r\u1ed9n ho\u1eb7c kh\u00f4ng mu\u1ed1n ch\u1edd \u0111\u1ee3i, m\u1ea5t th\u1eddi gian t\u1ea1i si\u00eau th\u1ecb.<\/p>\n<h3 id=\"ton-tai-trong-thi-truong-canh-tranh-va-thay-doi-lien-tuc\"><span class=\"ez-toc-section\" id=\"Ton_tai_trong_thi_truong_canh_tranh_va_thay_doi_lien_tuc\"><\/span>T\u1ed3n t\u1ea1i trong th\u1ecb tr\u01b0\u1eddng c\u1ea1nh tranh v\u00e0 thay \u0111\u1ed5i li\u00ean t\u1ee5c<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p style=\"text-align: justify\">Kh\u00e1i ni\u1ec7m chuy\u1ec3n \u0111\u1ed5i s\u1ed1 c\u0169ng c\u00f3 vai tr\u00f2 trong vi\u1ec7c t\u0103ng c\u01b0\u1eddng l\u1ee3i th\u1ebf c\u1ea1nh tranh cho c\u00e1c t\u1ed5 ch\u1ee9c, doanh nghi\u1ec7p tr\u00ean th\u1ecb tr\u01b0\u1eddng kinh doanh ph\u1ee9c t\u1ea1p nh\u01b0 hi\u1ec7n nay. Tr\u01b0\u1edbc khi \u0111\u1ec3 \u0111\u1ed1i th\u1ee7 c\u1ea1nh tranh gi\u00e0nh m\u1ea5t v\u1ecb tr\u00ed ti\u00ean phong, doanh nghi\u1ec7p c\u1ea7n nhanh ch\u00f3ng th\u1ef1c hi\u1ec7n qu\u00e1 tr\u00ecnh chuy\u1ec3n \u0111\u1ed5i s\u1ed1 \u0111\u1ec3 mang t\u1edbi cho kh\u00e1ch h\u00e0ng nh\u1eefng tr\u1ea3i nghi\u1ec7m m\u1edbi. Kh\u00e1ch h\u00e0ng ng\u00e0y nay k\u1ef3 v\u1ecdng nhi\u1ec1u h\u01a1n v\u00e0o doanh nghi\u1ec7p, nh\u1ea5t l\u00e0 c\u00e1c tr\u1ea3i nghi\u1ec7m b\u1eb1ng k\u1ef9 thu\u1eadt s\u1ed1, \u1edf b\u1ea5t c\u1ee9 \u0111\u00e2u v\u00e0 b\u1ea5t c\u1ee9 khi n\u00e0o, h\u1ecd c\u0169ng \u0111\u1ec1u c\u00f3 th\u1ec3 s\u1eed d\u1ee5ng \u0111\u01b0\u1ee3c.<\/p>\n<p style=\"text-align: center\"><img decoding=\"async\" alt=\"T\u1ea7m quan tr\u1ecdng v\u00e0 kh\u1ea9n thi\u1ebft c\u1ee7a chuy\u1ec3n \u0111\u1ed5i s\u1ed1 l\u00e0 \u0111\u1ec3 t\u1ed3n t\u1ea1i trong th\u1ecb tr\u01b0\u1eddng c\u1ea1nh tranh v\u00e0 thay \u0111\u1ed5i li\u00ean t\u1ee5c\" src=\"https:\/\/www.pace.edu.vn\/uploads\/news\/2023\/04\/4-tam-quan-trong-cua-chuyen-doi-so.jpg\" style=\"width: 1000px;height: 525px\"><br \/>\n<em>T\u1ed3n t\u1ea1i b\u1ec1n v\u1eefng tr\u00ean th\u1ecb tr\u01b0\u1eddng c\u1ea1nh tranh v\u1edbi c\u00e1c chi\u1ebfn l\u01b0\u1ee3c chuy\u1ec3n \u0111\u1ed5i s\u1ed1 ch\u1ea5t l\u01b0\u1ee3ng<\/em><\/p>\n<h3 id=\"phan-tich-nguon-du-lieu\"><span class=\"ez-toc-section\" id=\"Phan_tich_nguon_du_lieu\"><\/span>Ph\u00e2n t\u00edch ngu\u1ed3n d\u1eef li\u1ec7u<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p style=\"text-align: justify\">C\u00e1c t\u1ed5 ch\u1ee9c c\u00f3 th\u1ec3 t\u1eadn d\u1ee5ng chuy\u1ec3n \u0111\u1ed5i s\u1ed1 \u0111\u1ec3 thu th\u1eadp v\u00e0 truy c\u1eadp m\u1ed9t kh\u1ed1i l\u01b0\u1ee3ng d\u1eef li\u1ec7u l\u1edbn. Nh\u1edd \u0111\u00f3 c\u00f3 th\u1ec3 ph\u00e2n t\u00edch d\u1eef li\u1ec7u ph\u1ee5c v\u1ee5 cho vi\u1ec7c theo d\u00f5i th\u00f4ng tin kh\u00e1ch h\u00e0ng, c\u00e1c s\u1ed1 li\u1ec7u c\u1ee5 th\u1ec3 \u0111\u1ec3 c\u00f3 th\u1ec3 \u0111\u00e1nh gi\u00e1 ch\u00ednh x\u00e1c, \u0111\u1ed3ng th\u1eddi t\u00ecm ra gi\u1ea3i ph\u00e1p cho c\u00e1c v\u1ea5n \u0111\u1ec1 c\u00f2n t\u1ed3n \u0111\u1ecdng. Nh\u1eefng d\u1eef li\u1ec7u n\u00e0y h\u1ed7 tr\u1ee3 r\u1ea5t nhi\u1ec1u cho c\u00e1c t\u1ed5 ch\u1ee9c, c\u01a1 quan, doanh nghi\u1ec7p trong qu\u00e1 tr\u00ecnh ra quy\u1ebft \u0111\u1ecbnh v\u00e0 thi\u1ebft l\u1eadp k\u1ebf ho\u1ea1ch.<\/p>\n<h3 id=\"nang-cao-trai-nghiem-nhan-vien\"><span class=\"ez-toc-section\" id=\"Nang_cao_trai_nghiem_nhan_vien\"><\/span>N\u00e2ng cao tr\u1ea3i nghi\u1ec7m nh\u00e2n vi\u00ean<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p style=\"text-align: justify\">Khi nh\u00e2n vi\u00ean c\u00f3 nh\u1eefng tr\u1ea3i nghi\u1ec7m l\u00e0m vi\u1ec7c t\u1ed1t, n\u0103ng su\u1ea5t v\u00e0 hi\u1ec7u qu\u1ea3 c\u00f4ng vi\u1ec7c \u0111\u01b0\u1ee3c t\u00e1c \u0111\u1ed9ng r\u1ea5t t\u00edch c\u1ef1c. Digital Transformation gi\u00fap chuy\u1ec3n \u0111\u1ed5i quy tr\u00ecnh l\u00e0m vi\u1ec7c \u0111\u01a1n gi\u1ea3n, nhanh g\u1ecdn, hi\u1ec7n \u0111\u1ea1i v\u00e0 ti\u1ebft ki\u1ec7m s\u1ee9c l\u1ef1c h\u01a1n. Nh\u1edd \u0111\u00f3, c\u00f4ng vi\u1ec7c \u0111\u01b0\u1ee3c ph\u00e2n c\u00f4ng r\u00f5 r\u00e0ng v\u00e0 li\u1ec1n m\u1ea1ch, gi\u00fap doanh nghi\u1ec7p \u0111\u1ea3m b\u1ea3o ti\u1ebfn \u0111\u1ed9, hi\u1ec7u qu\u1ea3.<\/p>\n<h3 id=\"loai-bo-rao-can-giua-cac-bo-phan-phong-ban\"><span class=\"ez-toc-section\" id=\"Loai_bo_rao_can_giua_cac_bo_phan_phong_ban\"><\/span>Lo\u1ea1i b\u1ecf r\u00e0o c\u1ea3n gi\u1eefa c\u00e1c b\u1ed9 ph\u1eadn\/ ph\u00f2ng ban<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p style=\"text-align: justify\">Qu\u00e1 tr\u00ecnh chuy\u1ec3n \u0111\u1ed5i s\u1ed1 gi\u00fap th\u00f4ng tin \u0111\u01b0\u1ee3c l\u01b0u tr\u1eef tr\u00ean h\u1ec7 th\u1ed1ng, d\u1ec5 d\u00e0ng truy c\u1eadp b\u1ea5t c\u1ee9 l\u00fac n\u00e0o v\u00e0 \u1edf b\u1ea5t c\u1ee9 \u0111\u00e2u. C\u00e1c b\u1ed9 ph\u1eadn\/ ph\u00f2ng ban trong t\u1ed5 ch\u1ee9c c\u00f3 th\u1ec3 chia s\u1ebb t\u00e0i li\u1ec7u, \u0111\u1ed3ng th\u1eddi gi\u00fap h\u1ecd trao \u0111\u1ed5i th\u01b0\u1eddng xuy\u00ean, t\u1ed1i \u01b0u h\u01a1n nh\u1edd c\u00e1c c\u00f4ng c\u1ee5 tr\u00f2 chuy\u1ec7n.<\/p>\n<h3 id=\"tang-hieu-suat-giam-chi-phi\"><span class=\"ez-toc-section\" id=\"Tang_hieu_suat_giam_chi_phi\"><\/span>T\u0103ng hi\u1ec7u su\u1ea5t, gi\u1ea3m chi ph\u00ed<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p style=\"text-align: justify\">Qu\u00e1 tr\u00ecnh chuy\u1ec3n \u0111\u1ed5i s\u1ed1 c\u00f3 th\u1ec3 t\u1ed1n nhi\u1ec1u chi ph\u00ed \u0111\u1ed1i v\u1edbi h\u1ea7u h\u1ebft c\u00e1c t\u1ed5 ch\u1ee9c, doanh nghi\u1ec7p, nh\u01b0ng \u0111\u00e2y l\u00e0 m\u1ed9t kho\u1ea3n \u0111\u1ea7u t\u01b0 d\u00e0i h\u1ea1n mang l\u1ea1i hi\u1ec7u qu\u1ea3 t\u00edch c\u1ef1c. Khi b\u1ecf ra m\u1ed9t kho\u1ea3n ban \u0111\u1ea7u, doanh nghi\u1ec7p c\u00f3 th\u1ec3 ti\u1ebft ki\u1ec7m chi ph\u00ed v\u1eadn chuy\u1ec3n th\u00f4ng qua qu\u00e1 tr\u00ecnh chuy\u1ec3n \u0111\u1ed5i s\u1ed1.\u00a0<\/p>\n<p style=\"text-align: justify\">Song song \u0111\u00f3, chuy\u1ec3n \u0111\u1ed5i s\u1ed1 c\u0169ng gi\u00fap nh\u00e2n vi\u00ean t\u1eadp trung h\u01a1n v\u00e0o c\u00f4ng vi\u1ec7c, nhanh ch\u00f3ng ho\u00e0n th\u00e0nh xu\u1ea5t s\u1eafc c\u00e1c nhi\u1ec7m v\u1ee5. \u0110\u1eb7c bi\u1ec7t l\u00e0 nh\u1eefng c\u00f4ng vi\u1ec7c t\u1ed1n nhi\u1ec1u c\u00f4ng s\u1ee9c, th\u1eddi gian khi \u0111\u01b0\u1ee3c thay th\u1ebf b\u1eb1ng m\u00e1y m\u00f3c th\u00ec c\u00f3 th\u1ec3 t\u0103ng n\u0103ng su\u1ea5t, ch\u1ea5t l\u01b0\u1ee3ng c\u0169ng nh\u01b0 h\u1ea1n ch\u1ebf t\u1ed1i \u0111a nh\u1eefng sai s\u00f3t.<\/p>\n<p style=\"text-align: center\"><img decoding=\"async\" alt=\"T\u1ea7m quan tr\u1ecdng c\u1ee7a chuy\u1ec3n \u0111\u1ed5i s\u1ed1 l\u00e0 t\u0103ng hi\u1ec7u su\u1ea5t v\u00e0 gi\u1ea3m chi ph\u00ed\" src=\"https:\/\/www.pace.edu.vn\/uploads\/news\/2023\/04\/5-tam-quan-trong-cua-chuyen-doi-so.jpg\" style=\"width: 1000px;height: 525px\"><\/p>\n<h2 id=\"4-yeu-to-quan-trong\"><span class=\"ez-toc-section\" id=\"4_Yeu_to_quan_trong_khi_thuc_hien_chuyen_doi_so\"><\/span>4 Y\u1ebfu t\u1ed1 quan tr\u1ecdng khi th\u1ef1c hi\u1ec7n chuy\u1ec3n \u0111\u1ed5i s\u1ed1<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<ol>\n<li>D\u1eef li\u1ec7u<\/li>\n<li>Y\u1ebfu t\u1ed1 c\u00f4ng ngh\u1ec7<\/li>\n<li>Quy tr\u00ecnh trong Digital Transformation<\/li>\n<li>Y\u1ebfu t\u1ed1 con ng\u01b0\u1eddi<\/li>\n<\/ol>\n<h3 id=\"du-lieu\"><span class=\"ez-toc-section\" id=\"Du_lieu\"><\/span>D\u1eef li\u1ec7u<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p style=\"text-align: justify\">Trong qu\u00e1 tr\u00ecnh chuy\u1ec3n \u0111\u1ed5i s\u1ed1, doanh nghi\u1ec7p c\u0169ng c\u1ea7n tr\u1ea3 l\u1eddi cho c\u00e2u h\u1ecfi L\u00e0m th\u1ebf n\u00e0o \u0111\u1ec3 t\u1eadn d\u1ee5ng ngu\u1ed3n d\u1eef li\u1ec7u?<\/p>\n<p style=\"text-align: justify\">Tr\u00ean th\u1ef1c t\u1ebf, nhi\u1ec1u t\u1ed5 ch\u1ee9c, doanh nghi\u1ec7p d\u00f9 s\u1edf h\u1eefu m\u1ed9t l\u01b0\u1ee3ng l\u1edbn d\u1eef li\u1ec7u nh\u01b0ng l\u1ea1i ch\u01b0a bi\u1ebft khai th\u00e1c tri\u1ec7t \u0111\u1ec3 \u01b0u th\u1ebf, ti\u1ec1m n\u0103ng c\u1ee7a ch\u00fang. Ch\u1eb3ng h\u1ea1n nh\u01b0 t\u1ea1i c\u00e1c si\u00eau th\u1ecb c\u00f3 ch\u00ednh s\u00e1ch th\u1ebb th\u00e0nh vi\u00ean, ngo\u00e0i vi\u1ec7c \u0111\u1ed5i th\u01b0\u1edfng v\u00e0o cu\u1ed1i n\u0103m, h\u1ecd c\u1ea7n ph\u00e1t tri\u1ec3n ngu\u1ed3n d\u1eef li\u1ec7u \u0111\u00f3 m\u1ed9t c\u00e1ch t\u1ed1i \u01b0u h\u01a1n,v\u00ed d\u1ee5 nh\u01b0 ph\u00e1t tri\u1ec3n m\u1ed9t \u1ee9ng d\u1ee5ng \u0111\u01b0a ra nh\u1eefng \u01b0u \u0111\u00e3i \u0111\u1eb7c quy\u1ec1n cho m\u1ed7i c\u00e1 nh\u00e2n theo nhu c\u1ea7u mua s\u1eafm c\u1ee7a h\u1ecd.<\/p>\n<p style=\"text-align: justify\">D\u1eef li\u1ec7u c\u0169ng c\u00f3 th\u1eddi h\u1ea1n, sau m\u1ed9t th\u1eddi gian, m\u1ed1i quan t\u00e2m c\u1ee7a ng\u01b0\u1eddi ti\u00eau d\u00f9ng c\u00f3 th\u1ec3 \u0111\u00e3 kh\u00e1c \u0111i. Do \u0111\u00f3, ch\u00fang c\u1ea7n \u0111\u01b0\u1ee3c khai th\u00e1c \u0111\u00fang th\u1eddi \u0111i\u1ec3m v\u00e0 \u0111\u00fang c\u00e1ch. \u0110\u1ec3 ph\u00e1t huy t\u1ed1i \u0111a nh\u1eefng \u01b0u \u0111i\u1ec3m c\u1ee7a c\u00f4ng ngh\u1ec7 trong cu\u1ed9c \u0111ua chuy\u1ec3n m\u00ecnh n\u00e0y, doanh nghi\u1ec7p c\u1ea7n x\u00e2y d\u1ef1ng m\u1ed9t h\u1ec7 th\u1ed1ng khai th\u00e1c, qu\u1ea3n l\u00fd, ph\u00e2n t\u00edch d\u1eef li\u1ec7u \u0111\u1ec3 ph\u00e2n bi\u1ec7t:<\/p>\n<ul>\n<li style=\"text-align: justify\">D\u1eef li\u1ec7u n\u00e0o l\u00e0 c\u1ea7n thi\u1ebft cho t\u1eebng ho\u1ea1t c\u1ee7a c\u00e1c ph\u00f2ng ban nh\u01b0 Sales, Marketing, ch\u0103m s\u00f3c kh\u00e1ch h\u00e0ng,&#8230;<\/li>\n<li style=\"text-align: justify\">D\u1eef li\u1ec7u n\u00e0o kh\u00f4ng c\u00f2n ph\u00f9 h\u1ee3p n\u1eefa<\/li>\n<li style=\"text-align: justify\">D\u1eef li\u1ec7u n\u00e0o c\u00f3 th\u1ec3 l\u00e0m c\u01a1 s\u1edf d\u1ef1 \u0111o\u00e1n h\u00e0nh vi, s\u1edf th\u00edch c\u1ee7a nh\u1eefng kh\u00e1ch h\u00e0ng ti\u1ec1m n\u0103ng trong doanh nghi\u1ec7p<\/li>\n<\/ul>\n<p style=\"text-align: justify\">\u0110\u1ec3 c\u00f3 th\u1ec3 l\u00e0m \u0111\u01b0\u1ee3c \u0111i\u1ec1u \u0111\u00f3, c\u00e1c t\u1ed5 ch\u1ee9c, doanh nghi\u1ec7p c\u1ea7n x\u00e2y d\u1ef1ng m\u1ed9t h\u1ec7 th\u1ed1ng thu th\u1eadp, k\u1ebft n\u1ed1i d\u1eef li\u1ec7u t\u1eeb nhi\u1ec1u k\u00eanh v\u1ec1 m\u1ed9t n\u01a1i duy nh\u1ea5t, c\u00f2n g\u1ecdi l\u00e0 h\u1ec7 th\u1ed1ng CRM. H\u1ec7 th\u1ed1ng n\u00e0y cho ph\u00e9p t\u1ea5t c\u1ea3 c\u00e1c ph\u00f2ng ban \u0111\u1ec1u c\u00f3 d\u1eef li\u1ec7u c\u1ea7n thi\u1ebft cho qu\u00e1 tr\u00ecnh l\u00e0m vi\u1ec7c.<\/p>\n<h3 id=\"yeu-to-cong-nghe\"><span class=\"ez-toc-section\" id=\"Yeu_to_cong_nghe\"><\/span>Y\u1ebfu t\u1ed1 c\u00f4ng ngh\u1ec7<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p style=\"text-align: justify\">Y\u1ebfu t\u1ed1 c\u00f4ng ngh\u1ec7 th\u01b0\u1eddng ph\u00e1t tri\u1ec3n song song c\u00f9ng v\u1edbi s\u1ef1 thay \u0111\u1ed5i nhu c\u1ea7u trong th\u1ecb tr\u01b0\u1eddng, doanh nghi\u1ec7p t\u1eeb \u0111\u00f3 c\u00f3 th\u1ec3 t\u00ecm ra nh\u1eefng c\u01a1 h\u1ed9i t\u0103ng tr\u01b0\u1edfng m\u1edbi. Ch\u1eb3ng h\u1ea1n nh\u01b0 trong nh\u1ecbp s\u1ed1ng hi\u1ec7n \u0111\u1ea1i, khi nhu c\u1ea7u c\u1ea7n \u0111\u01b0\u1ee3c th\u1ecfa m\u00e3n ngay m\u00e0 kh\u00f4ng ph\u1ea3i m\u1ea5t nhi\u1ec1u th\u1eddi gian, th\u00ec ng\u00e0nh b\u1ea5t \u0111\u1ed9ng s\u1ea3n c\u00f3 th\u1ec3 cho kh\u00e1ch h\u00e0ng tr\u1ea3i nghi\u1ec7m ng\u00f4i nh\u00e0 trong c\u00f4ng ngh\u1ec7 th\u1ef1c t\u1ebf t\u0103ng c\u01b0\u1eddng AR.<\/p>\n<p style=\"text-align: justify\">Ng\u00e0y nay, t\u1eeb Big data, Internet v\u1ea1n v\u1eadt, tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o hay thu\u1eadt to\u00e1n \u0111\u00e1m m\u00e2y,&#8230; doanh nghi\u1ec7p \u0111\u1ec1u c\u1ea7n ph\u1ea3i hi\u1ec3u r\u00f5 \u0111\u1ec3 \u1ee9ng d\u1ee5ng v\u00e0o doanh nghi\u1ec7p, xem nh\u1eefng c\u00f4ng ngh\u1ec7 n\u00e0y mang l\u1ea1i l\u1ee3i th\u1ebf g\u00ec? L\u00e0m c\u00e1ch n\u00e0o \u0111\u1ec3 \u0111i\u1ec1u ch\u1ec9nh c\u00f4ng ngh\u1ec7 theo nhu c\u1ea7u c\u1ee7a doanh nghi\u1ec7p, th\u1ecb tr\u01b0\u1eddng, t\u00edch h\u1ee3p c\u00e1c \u1ee9ng d\u1ee5ng m\u1edbi v\u00e0o h\u1ec7 th\u1ed1ng \u0111ang c\u00f3 s\u1ebd nh\u01b0 th\u1ebf n\u00e0o?<\/p>\n<p style=\"text-align: center\"><img decoding=\"async\" alt=\"Y\u1ebfu t\u1ed1 c\u00f4ng ngh\u1ec7 r\u1ea5t quan tr\u1ecdng khi th\u1ef1c hi\u1ec7n Digital Transformation\" src=\"https:\/\/www.pace.edu.vn\/uploads\/news\/2023\/04\/6-yeu-to-cong-nghe-trong-digital-transformation.jpg\" style=\"width: 1000px;height: 525px\"><br \/>\n<em>C\u00f4ng ngh\u1ec7 l\u00e0 y\u1ebfu t\u1ed1 quan tr\u1ecdng m\u00e0 doanh nghi\u1ec7p c\u1ea7n chu\u1ea9n b\u1ecb khi th\u1ef1c hi\u1ec7n chuy\u1ec3n \u0111\u1ed5i s\u1ed1<\/em><\/p>\n<h3 id=\"quy-trinh-trong-digital-transformation\"><span class=\"ez-toc-section\" id=\"Quy_trinh_chuyen_doi_so\"><\/span>Quy tr\u00ecnh chuy\u1ec3n \u0111\u1ed5i s\u1ed1<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p style=\"text-align: justify\">Chuy\u1ec3n \u0111\u1ed5i s\u1ed1 l\u00e0 m\u1ed9t cu\u1ed9c c\u00e1ch m\u1ea1ng h\u00f3a v\u1ec1 c\u00e1c ph\u01b0\u01a1ng th\u1ee9c ho\u1ea1t \u0111\u1ed9ng, l\u00e0m c\u00e1ch n\u00e0o \u0111\u1ec3 v\u1eeba th\u1ecfa m\u00e3n nhu c\u1ea7u kh\u00e1ch h\u00e0ng, v\u1eeba k\u1ebft n\u1ed1i c\u00e1c ho\u1ea1t \u0111\u1ed9ng trong doanh nghi\u1ec7p m\u1ed9t c\u00e1ch d\u1ec5 qu\u1ea3n l\u00fd v\u00e0 theo d\u00f5i nh\u1ea5t.<\/p>\n<p style=\"text-align: justify\">Tr\u00ean th\u1ef1c t\u1ebf, ch\u00fang ta c\u00f3 th\u1ec3 nh\u1eadn \u0111\u01b0\u1ee3c nh\u1eefng cu\u1ed9c g\u1ecdi v\u1edbi c\u00f9ng m\u1ed9t n\u1ed9i dung t\u1eeb nhi\u1ec1u nh\u00e2n vi\u00ean t\u01b0 v\u1ea5n c\u1ee7a c\u00f9ng m\u1ed9t ng\u00e2n h\u00e0ng. \u0110i\u1ec1u n\u00e0y l\u00e0 s\u1ef1 k\u00e9m t\u1ed1i \u01b0u trong k\u1ebf ho\u1ea1ch th\u1ef1c thi, c\u0169ng l\u00e0 h\u1ec7 qu\u1ea3 khi qu\u1ea3n l\u00fd th\u00f4ng tin r\u1ed1i ren, ch\u1ed3ng ch\u00e9o. \u0110\u00e2y c\u0169ng l\u00e0 tr\u1ea3i nghi\u1ec7m g\u00e2y phi\u1ec1n nhi\u1ec5u cho kh\u00e1ch h\u00e0ng, khi\u1ebfn h\u1ecd ng\u00e0y c\u00e0ng r\u1eddi xa th\u01b0\u01a1ng hi\u1ec7u.<\/p>\n<p style=\"text-align: justify\">\u0110\u1eb7c bi\u1ec7t l\u00e0 ng\u00e0nh d\u1ecbch v\u1ee5, n\u1ebfu doanh nghi\u1ec7p mu\u1ed1n v\u1eadn h\u00e0nh tr\u01a1n tru th\u00ec c\u1ea7n ph\u1ea3i c\u00f3 m\u1ed9t quy tr\u00ecnh ch\u1eb7t ch\u1ebd t\u1eeb l\u00fac m\u1edbi ti\u1ebfp nh\u1eadn th\u00f4ng tin cho \u0111\u1ebfn khi tri\u1ec3n khai. L\u00fac n\u00e0y Inbound Marketing (ph\u01b0\u01a1ng ph\u00e1p thu h\u00fat kh\u00e1ch h\u00e0ng b\u1eb1ng c\u00e1ch t\u1ea1o ra n\u1ed9i dung v\u00e0 tr\u1ea3i nghi\u1ec7m c\u00f3 gi\u00e1 tr\u1ecb ph\u00f9 h\u1ee3p v\u1edbi h\u1ecd) l\u00e0 m\u1ed9t l\u1ef1a ch\u1ecdn ph\u00f9 h\u1ee3p, d\u1ef1a tr\u00ean:<\/p>\n<ul>\n<li style=\"text-align: justify\">Tr\u1ea3i nghi\u1ec7m c\u00e1 nh\u00e2n h\u00f3a cho t\u1eebng \u0111\u1ed1i t\u01b0\u1ee3ng m\u1ee5c ti\u00eau d\u1ef1a v\u00e0o h\u1ec7 th\u1ed1ng qu\u1ea3n l\u00fd t\u1eeb d\u1eef li\u1ec7u CRM.<\/li>\n<li style=\"text-align: justify\">Quy tr\u00ecnh t\u1ef1 \u0111\u1ed9ng nh\u01b0 g\u1eedi Email t\u1ef1 \u0111\u1ed9ng theo n\u1ed9i dung, t\u1ea7n su\u1ea5t \u0111\u01b0\u1ee3c thi\u1ebft l\u1eadp s\u1eb5n, ho\u1eb7c t\u1ef1 \u0111\u1ed9ng chuy\u1ec3n \u0111i\u1ec7n tho\u1ea1i \u0111\u1ebfn nh\u00e2n vi\u00ean t\u01b0 v\u1ea5n ph\u00f9 h\u1ee3p theo s\u1ed1, t\u1ef1 \u0111\u1ed9ng remarketing t\u1edbi kh\u00e1ch h\u00e0ng,&#8230;<\/li>\n<li style=\"text-align: justify\">Ph\u1ed1i h\u1ee3p ch\u1eb7t ch\u1ebd c\u00e1c ho\u1ea1t \u0111\u1ed9ng c\u1ee7a b\u1ed9 ph\u1eadn ch\u0103m s\u00f3c kh\u00e1ch h\u00e0ng, Sales, Marketing tr\u00ean c\u00f9ng m\u1ed9t giao di\u1ec7n.\u00a0<\/li>\n<\/ul>\n<p style=\"text-align: justify\">V\u1edbi c\u00e1c b\u01b0\u1edbc quy tr\u00ecnh chuy\u1ec3n \u0111\u1ed5i s\u1ed1\u00a0n\u00e0y, doanh nghi\u1ec7p c\u00f3 th\u1ec3 t\u1ed1i \u01b0u h\u00f3a ngu\u1ed3n nh\u00e2n l\u1ef1c kh\u1ecfi nh\u1eefng nhi\u1ec7m v\u1ee5 nh\u1ecf nh\u1eb7t, m\u1ea5t th\u1eddi gian \u0111\u1ec3 t\u1eadp trung cho nh\u1eefng c\u00f4ng vi\u1ec7c quan tr\u1ecdng kh\u00e1c.<\/p>\n<h3 id=\"yeu-to-con-nguoi\"><span class=\"ez-toc-section\" id=\"Yeu_to_con_nguoi\"><\/span>Y\u1ebfu t\u1ed1 con ng\u01b0\u1eddi<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p style=\"text-align: justify\">Sau t\u1ea5t c\u1ea3 nh\u1eefng y\u1ebfu t\u1ed1 v\u1ec1 c\u00f4ng ngh\u1ec7, h\u1ec7 th\u1ed1ng qu\u1ea3n l\u00fd, quy tr\u00ecnh t\u1ef1 \u0111\u1ed9ng, d\u1eef li\u1ec7u, qu\u00e1 tr\u00ecnh chuy\u1ec3n \u0111\u1ed5i s\u1ed1 c\u1ee7a c\u00e1c t\u1ed5 ch\u1ee9c, c\u01a1 quan, doanh nghi\u1ec7p v\u1eabn c\u00f3 th\u1ec3 b\u1ecb \u1ea3nh h\u01b0\u1edfng b\u1edfi y\u1ebfu t\u1ed1 con ng\u01b0\u1eddi nh\u01b0 kh\u1ea3 n\u0103ng l\u00e3nh \u0111\u1ea1o, t\u1ed5 ch\u1ee9c, l\u00e0m vi\u1ec7c nh\u00f3m, chuy\u00ean m\u00f4n trong 3 l\u0129nh v\u1ef1c tr\u00ean. Y\u1ebfu t\u1ed1 n\u00e0y c\u0169ng l\u00e0 l\u00fd do v\u00ec sao \u0111\u1ec3 c\u00f3 th\u1ec3 thay \u0111\u1ed5i m\u00f4 h\u00ecnh kinh doanh truy\u1ec1n th\u1ed1ng, c\u00e1c t\u1ed5 ch\u1ee9c c\u1ea7n t\u1eadp trung v\u00e0o \u0111\u1ed9i ng\u0169 nh\u00e2n vi\u00ean.<\/p>\n<p style=\"text-align: center\"><img decoding=\"async\" alt=\"Qu\u00e1 tr\u00ecnh chuy\u1ec3n \u0111\u1ed5i s\u1ed1 c\u1ee7a c\u00e1c t\u1ed5 ch\u1ee9c, c\u01a1 quan, doanh nghi\u1ec7p \u1ea3nh h\u01b0\u1edfng s\u00e2u s\u1eafc b\u1edfi y\u1ebfu t\u1ed1 con ng\u01b0\u1eddi\" src=\"https:\/\/www.pace.edu.vn\/uploads\/news\/2023\/04\/7-yeu-to-cong-nghe-trong-digital-transformation.jpg\" style=\"width: 1000px;height: 525px\"><br \/>\n<em>Kh\u1ea3 n\u0103ng th\u00edch \u1ee9ng c\u1ee7a \u0111\u1ed9i ng\u0169 l\u00e0 y\u1ebfu t\u1ed1 gi\u00fap doanh nghi\u1ec7p chuy\u1ec3n \u0111\u1ed5i s\u1ed1 th\u00e0nh c\u00f4ng<\/em><\/p>\n<h2 id=\"cac-cong-nghe-chuyen-doi-so-can-thiet\"><span class=\"ez-toc-section\" id=\"Cac_cong_nghe_chuyen_doi_so_can_thiet\"><\/span>C\u00e1c c\u00f4ng ngh\u1ec7 chuy\u1ec3n \u0111\u1ed5i s\u1ed1 c\u1ea7n thi\u1ebft<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>C\u00e1c c\u00f4ng ngh\u1ec7 chuy\u1ec3n \u0111\u1ed5i s\u1ed1 (digital transformation technologies) \u0111ang tr\u1edf th\u00e0nh m\u1ed9t ph\u1ea7n quan tr\u1ecdng trong nhi\u1ec1u l\u0129nh v\u1ef1c, t\u1eeb kinh doanh \u0111\u1ebfn gi\u00e1o d\u1ee5c v\u00e0 y t\u1ebf.\u00a0C\u00e1c c\u00f4ng ngh\u1ec7 n\u00e0y c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c k\u1ebft h\u1ee3p v\u00e0 t\u00f9y ch\u1ec9nh \u0111\u1ec3 \u0111\u00e1p \u1ee9ng nhu c\u1ea7u c\u1ee5 th\u1ec3 c\u1ee7a t\u1eebng doanh nghi\u1ec7p ho\u1eb7c t\u1ed5 ch\u1ee9c trong qu\u00e1 tr\u00ecnh chuy\u1ec3n \u0111\u1ed5i s\u1ed1.<\/p>\n<ol>\n<li>Internet of Things (IoT)<\/li>\n<li>Chu\u1ed7i kh\u1ed1i (Blockchain)<\/li>\n<li>Hybrid cloud<\/li>\n<li>Microservices<\/li>\n<li>Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (AI)<\/li>\n<li>D\u1eef li\u1ec7u l\u1edbn (Big data)<\/li>\n<\/ol>\n<h3 id=\"internet-of-things-iot\"><span class=\"ez-toc-section\" id=\"Internet_van_vat_IoT_%E2%80%93_Internet_of_Things\"><\/span>Internet v\u1ea1n v\u1eadt (IoT &#8211; Internet of Things)<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p style=\"text-align: justify\">Internet v\u1ea1n v\u1eadt (IoT &#8211; Internet of Things) l\u00e0 m\u1ed9t h\u1ec7 th\u1ed1ng g\u1ed3m c\u00e1c thi\u1ebft b\u1ecb v\u1eadt l\u00fd, xe c\u1ed9, thi\u1ebft b\u1ecb gia d\u1ee5ng, v\u00e0 c\u00e1c m\u1eb7t h\u00e0ng kh\u00e1c nhau \u0111\u01b0\u1ee3c n\u1ed1i m\u1ea1ng, cho ph\u00e9p ch\u00fang thu th\u1eadp v\u00e0 trao \u0111\u1ed5i d\u1eef li\u1ec7u. C\u00f4ng ngh\u1ec7 n\u00e0y k\u1ebft n\u1ed1i c\u00e1c thi\u1ebft b\u1ecb v\u00e0o Internet th\u00f4ng qua c\u1ea3m bi\u1ebfn v\u00e0 ph\u1ea7n m\u1ec1m nh\u00fang, cho ph\u00e9p thu th\u1eadp d\u1eef li\u1ec7u, ph\u00e2n t\u00edch, v\u00e0 th\u1eadm ch\u00ed \u0111i\u1ec1u khi\u1ec3n t\u1eeb xa m\u1ed9t c\u00e1ch t\u1ef1 \u0111\u1ed9ng.<\/p>\n<p style=\"text-align: justify\">Kh\u00f4ng ch\u1ec9 m\u00e1y t\u00ednh v\u00e0 \u0111i\u1ec7n tho\u1ea1i th\u00f4ng minh \u0111\u01b0\u1ee3c k\u1ebft n\u1ed1i v\u1edbi Internet, m\u00e0 c\u00f2n bao g\u1ed3m m\u1ed9t lo\u1ea1t c\u00e1c thi\u1ebft b\u1ecb kh\u00e1c nh\u01b0 \u0111\u1ed3ng h\u1ed3 th\u00f4ng minh, m\u00e1y gi\u1eb7t c\u00f3 kh\u1ea3 n\u0103ng k\u1ebft n\u1ed1i Internet, \u00f4 t\u00f4 c\u00f3 th\u1ec3 t\u1ef1 \u0111\u1ed9ng c\u1eadp nh\u1eadt ph\u1ea7n m\u1ec1m qua Wi-Fi, h\u1ec7 th\u1ed1ng t\u01b0\u1edbi c\u00e2y th\u00f4ng minh t\u1ef1 \u0111\u1ed9ng \u0111i\u1ec1u ch\u1ec9nh l\u01b0\u1ee3ng n\u01b0\u1edbc d\u1ef1a tr\u00ean d\u1ef1 b\u00e1o th\u1eddi ti\u1ebft, v\u00e0 th\u1eadm ch\u00ed l\u00e0 t\u1ee7 l\u1ea1nh th\u00f4ng minh c\u00f3 th\u1ec3 theo d\u00f5i h\u1ea1n s\u1eed d\u1ee5ng c\u1ee7a th\u1ef1c ph\u1ea9m b\u00ean trong.<\/p>\n<p style=\"text-align: justify\">M\u1ed9t s\u1ed1 \u1ee9ng d\u1ee5ng ch\u00ednh c\u1ee7a IoT bao g\u1ed3m:<\/p>\n<ul>\n<li style=\"text-align: justify\">Qu\u1ea3n l\u00fd th\u00f4ng minh: Trong c\u00e1c th\u00e0nh ph\u1ed1, IoT gi\u00fap qu\u1ea3n l\u00fd giao th\u00f4ng, \u0111\u00e8n \u0111\u01b0\u1eddng, v\u00e0 ch\u1ea5t l\u01b0\u1ee3ng kh\u00f4ng kh\u00ed m\u1ed9t c\u00e1ch th\u00f4ng minh.<\/li>\n<li style=\"text-align: justify\">N\u00f4ng nghi\u1ec7p th\u00f4ng minh: S\u1eed d\u1ee5ng c\u1ea3m bi\u1ebfn \u0111\u1ec3 theo d\u00f5i \u0111i\u1ec1u ki\u1ec7n m\u00f4i tr\u01b0\u1eddng v\u00e0 \u0111\u1ea5t \u0111ai, gi\u00fap n\u00f4ng d\u00e2n t\u1ed1i \u01b0u h\u00f3a vi\u1ec7c t\u01b0\u1edbi n\u01b0\u1edbc v\u00e0 s\u1eed d\u1ee5ng ph\u00e2n b\u00f3n.<\/li>\n<li style=\"text-align: justify\">S\u1ea3n xu\u1ea5t th\u00f4ng minh: IoT gi\u00fap t\u1ed1i \u01b0u h\u00f3a quy tr\u00ecnh s\u1ea3n xu\u1ea5t th\u00f4ng qua vi\u1ec7c theo d\u00f5i v\u00e0 ph\u00e2n t\u00edch d\u1eef li\u1ec7u t\u1eeb m\u00e1y m\u00f3c v\u00e0 thi\u1ebft b\u1ecb s\u1ea3n xu\u1ea5t.<\/li>\n<li style=\"text-align: justify\">Y t\u1ebf th\u00f4ng minh: Thi\u1ebft b\u1ecb y t\u1ebf k\u1ebft n\u1ed1i gi\u00fap theo d\u00f5i s\u1ee9c kh\u1ecfe t\u1eeb xa, ph\u00e1t hi\u1ec7n s\u1edbm c\u00e1c v\u1ea5n \u0111\u1ec1 s\u1ee9c kh\u1ecfe v\u00e0 h\u1ed7 tr\u1ee3 qu\u1ea3n l\u00fd b\u1ec7nh t\u1eadt m\u1ed9t c\u00e1ch ch\u00ednh x\u00e1c h\u01a1n.<\/li>\n<li style=\"text-align: justify\">Nh\u00e0 th\u00f4ng minh: C\u00e1c thi\u1ebft b\u1ecb gia d\u1ee5ng k\u1ebft n\u1ed1i Internet nh\u01b0 b\u00f3ng \u0111\u00e8n, m\u00e1y l\u1ea1nh, v\u00e0 h\u1ec7 th\u1ed1ng an ninh c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c \u0111i\u1ec1u khi\u1ec3n t\u1eeb xa, t\u1ea1o ra m\u1ed9t m\u00f4i tr\u01b0\u1eddng s\u1ed1ng th\u00f4ng minh v\u00e0 ti\u1ec7n l\u1ee3i.<\/li>\n<\/ul>\n<p style=\"text-align: justify\">IoT m\u1edf ra c\u01a1 h\u1ed9i l\u1edbn cho \u0111\u1ed5i m\u1edbi v\u00e0 t\u1ed1i \u01b0u h\u00f3a trong nhi\u1ec1u ng\u00e0nh c\u00f4ng nghi\u1ec7p kh\u00e1c nhau. Tuy nhi\u00ean, n\u00f3 c\u0169ng \u0111\u1eb7t ra c\u00e1c th\u00e1ch th\u1ee9c v\u1ec1 b\u1ea3o m\u1eadt v\u00e0 quy\u1ec1n ri\u00eang t\u01b0, v\u00ec vi\u1ec7c k\u1ebft n\u1ed1i m\u1ea1ng r\u1ed9ng r\u00e3i \u0111\u1ed3ng ngh\u0129a v\u1edbi vi\u1ec7c d\u1eef li\u1ec7u c\u00e1 nh\u00e2n v\u00e0 doanh nghi\u1ec7p c\u00f3 th\u1ec3 tr\u1edf n\u00ean d\u1ec5 b\u1ecb t\u1ea5n c\u00f4ng h\u01a1n.<\/p>\n<p style=\"text-align: justify\"><img decoding=\"async\" alt=\"C\u1ea7n c\u00f3 s\u1ef1 cam k\u1ebft chuy\u1ec3n \u0111\u1ed5i s\u1ed1 trong t\u1ed5 ch\u1ee9c, bao g\u1ed3m ban l\u00e3nh \u0111\u1ea1o, \u0111\u1ed9i ng\u0169 nh\u00e2n vi\u00ean\" src=\"https:\/\/www.pace.edu.vn\/uploads\/news\/2023\/04\/12-quy-trinh-chuyen-doi-so-trong-doanh-nghiep.jpg\" style=\"width: 1000px;height: 525px\"><\/p>\n<h3 id=\"chuoi-khoi-blockchain\"><span class=\"ez-toc-section\" id=\"Chuoi_khoi_Blockchain\"><\/span>Chu\u1ed7i kh\u1ed1i (Blockchain)<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p style=\"text-align: justify\">Chu\u1ed7i kh\u1ed1i (Blockchain) l\u00e0 m\u1ed9t c\u00f4ng ngh\u1ec7 l\u01b0u tr\u1eef d\u1eef li\u1ec7u d\u01b0\u1edbi d\u1ea1ng m\u1ed9t chu\u1ed7i c\u00e1c kh\u1ed1i th\u00f4ng tin \u0111\u01b0\u1ee3c li\u00ean k\u1ebft v\u1edbi nhau b\u1eb1ng c\u00e1ch s\u1eed d\u1ee5ng m\u00e3 h\u00f3a. M\u1ed7i kh\u1ed1i ch\u1ee9a m\u1ed9t s\u1ed1 l\u01b0\u1ee3ng giao d\u1ecbch v\u00e0 m\u1ed7i giao d\u1ecbch m\u1edbi \u0111\u01b0\u1ee3c th\u00eam v\u00e0o m\u1ed9t kh\u1ed1i m\u1edbi, \u0111\u01b0\u1ee3c li\u00ean k\u1ebft v\u1edbi kh\u1ed1i tr\u01b0\u1edbc \u0111\u00f3, t\u1ea1o th\u00e0nh m\u1ed9t chu\u1ed7i. Gi\u00fap t\u1ea1o n\u00ean m\u1ed9t h\u1ec7 th\u1ed1ng ghi ch\u00e9p kh\u00f4ng th\u1ec3 s\u1eeda \u0111\u1ed5i v\u00e0 g\u1ea7n nh\u01b0 kh\u00f4ng th\u1ec3 hack, mang l\u1ea1i t\u00ednh minh b\u1ea1ch v\u00e0 an to\u00e0n cao cho d\u1eef li\u1ec7u.<\/p>\n<p style=\"text-align: justify\">Blockchain \u0111\u01b0\u1ee3c bi\u1ebft \u0111\u1ebfn r\u1ed9ng r\u00e3i nh\u1ea5t th\u00f4ng qua vi\u1ec7c s\u1eed d\u1ee5ng trong c\u00e1c lo\u1ea1i ti\u1ec1n t\u1ec7 k\u1ef9 thu\u1eadt s\u1ed1 nh\u01b0 Bitcoin, nh\u01b0ng c\u00f4ng ngh\u1ec7 n\u00e0y c\u00f3 nhi\u1ec1u \u1ee9ng d\u1ee5ng kh\u00e1c ngo\u00e0i ti\u1ec1n t\u1ec7 m\u00e3 h\u00f3a. D\u01b0\u1edbi \u0111\u00e2y l\u00e0 m\u1ed9t s\u1ed1 v\u00ed d\u1ee5 v\u1ec1 \u1ee9ng d\u1ee5ng ph\u1ed5 bi\u1ebfn c\u1ee7a chu\u1ed7i kh\u1ed1i:<\/p>\n<ul>\n<li>\n<p style=\"text-align: justify\">Ti\u1ec1n t\u1ec7 m\u00e3 h\u00f3a (Cryptocurrencies): \u0110\u00e2y l\u00e0 \u1ee9ng d\u1ee5ng n\u1ed5i ti\u1ebfng v\u00e0 ban \u0111\u1ea7u c\u1ee7a blockchain, v\u1edbi Bitcoin l\u00e0 v\u00ed d\u1ee5 \u0111i\u1ec3n h\u00ecnh. Ti\u1ec1n t\u1ec7 m\u00e3 h\u00f3a s\u1eed d\u1ee5ng blockchain \u0111\u1ec3 t\u1ea1o ra m\u1ed9t h\u1ec7 th\u1ed1ng giao d\u1ecbch minh b\u1ea1ch v\u00e0 an to\u00e0n m\u00e0 kh\u00f4ng c\u1ea7n qua trung gian t\u00e0i ch\u00ednh.<\/p>\n<\/li>\n<li>\n<p style=\"text-align: justify\">H\u1ee3p \u0111\u1ed3ng th\u00f4ng minh (Smart Contracts): \u0110\u00e2y l\u00e0 c\u00e1c h\u1ee3p \u0111\u1ed3ng t\u1ef1 \u0111\u1ed9ng th\u1ef1c hi\u1ec7n c\u00e1c \u0111i\u1ec1u kho\u1ea3n c\u1ee7a th\u1ecfa thu\u1eadn khi c\u00e1c \u0111i\u1ec1u ki\u1ec7n \u0111\u01b0\u1ee3c th\u1ecfa m\u00e3n. Ethereum l\u00e0 m\u1ed9t v\u00ed d\u1ee5 v\u1ec1 m\u1ed9t n\u1ec1n t\u1ea3ng blockchain h\u1ed7 tr\u1ee3 h\u1ee3p \u0111\u1ed3ng th\u00f4ng minh.<\/p>\n<\/li>\n<li>\n<p style=\"text-align: justify\">H\u1ec7 th\u1ed1ng b\u1ecf phi\u1ebfu: Blockchain c\u00f3 th\u1ec3 t\u1ea1o ra m\u1ed9t h\u1ec7 th\u1ed1ng b\u1ecf phi\u1ebfu \u0111i\u1ec7n t\u1eed an to\u00e0n v\u00e0 minh b\u1ea1ch, gi\u00fap gi\u1ea3m thi\u1ec3u gian l\u1eadn v\u00e0 t\u0103ng c\u01b0\u1eddng t\u00ednh minh b\u1ea1ch trong qu\u00e1 tr\u00ecnh b\u1ecf phi\u1ebfu.<\/p>\n<\/li>\n<li>\n<p style=\"text-align: justify\">Qu\u1ea3n l\u00fd chu\u1ed7i cung \u1ee9ng: Blockchain gi\u00fap ghi ch\u00e9p v\u00e0 theo d\u00f5i ngu\u1ed3n g\u1ed1c c\u1ee7a s\u1ea3n ph\u1ea9m m\u1ed9t c\u00e1ch minh b\u1ea1ch v\u00e0 kh\u00f4ng th\u1ec3 s\u1eeda \u0111\u1ed5i, t\u1eeb kh\u00e2u s\u1ea3n xu\u1ea5t \u0111\u1ebfn tay ng\u01b0\u1eddi ti\u00eau d\u00f9ng, gi\u00fap ng\u0103n ch\u1eb7n h\u00e0ng gi\u1ea3 v\u00e0 c\u1ea3i thi\u1ec7n an to\u00e0n s\u1ea3n ph\u1ea9m.<\/p>\n<\/li>\n<li>\n<p style=\"text-align: justify\">L\u01b0u tr\u1eef d\u1eef li\u1ec7u c\u00e1 nh\u00e2n: Blockchain c\u00f3 th\u1ec3 b\u1ea3o v\u1ec7 quy\u1ec1n ri\u00eang t\u01b0 v\u00e0 an to\u00e0n d\u1eef li\u1ec7u c\u00e1 nh\u00e2n, cho ph\u00e9p ng\u01b0\u1eddi d\u00f9ng ki\u1ec3m so\u00e1t v\u00e0 chia s\u1ebb d\u1eef li\u1ec7u c\u1ee7a h\u1ecd m\u1ed9t c\u00e1ch an to\u00e0n.<\/p>\n<\/li>\n<li>\n<p style=\"text-align: justify\">B\u1ea5t \u0111\u1ed9ng s\u1ea3n: Vi\u1ec7c s\u1eed d\u1ee5ng blockchain trong b\u1ea5t \u0111\u1ed9ng s\u1ea3n gi\u00fap \u0111\u01a1n gi\u1ea3n h\u00f3a qu\u00e1 tr\u00ecnh mua b\u00e1n, gi\u1ea3m thi\u1ec3u gi\u1ea5y t\u1edd v\u00e0 t\u0103ng c\u01b0\u1eddng t\u00ednh minh b\u1ea1ch trong c\u00e1c giao d\u1ecbch b\u1ea5t \u0111\u1ed9ng s\u1ea3n.<\/p>\n<\/li>\n<li>\n<p style=\"text-align: justify\">Ngh\u1ec7 thu\u1eadt v\u00e0 b\u1ea3n quy\u1ec1n: Blockchain c\u0169ng \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng trong vi\u1ec7c x\u00e1c minh quy\u1ec1n s\u1edf h\u1eefu v\u00e0 ngu\u1ed3n g\u1ed1c c\u1ee7a c\u00e1c t\u00e1c ph\u1ea9m ngh\u1ec7 thu\u1eadt, c\u0169ng nh\u01b0 qu\u1ea3n l\u00fd v\u00e0 b\u1ea3o v\u1ec7 b\u1ea3n quy\u1ec1n.<\/p>\n<\/li>\n<\/ul>\n<p style=\"text-align: justify\">Nh\u1eefng \u1ee9ng d\u1ee5ng n\u00e0y ch\u1ec9 l\u00e0 m\u1ed9t ph\u1ea7n c\u1ee7a ti\u1ec1m n\u0103ng m\u00e0 blockchain mang l\u1ea1i, v\u00e0 c\u00f4ng ngh\u1ec7 n\u00e0y ti\u1ebfp t\u1ee5c \u0111\u01b0\u1ee3c kh\u00e1m ph\u00e1 v\u00e0 ph\u00e1t tri\u1ec3n trong nhi\u1ec1u l\u0129nh v\u1ef1c kh\u00e1c.<\/p>\n<p style=\"text-align: center\"><img decoding=\"async\" alt=\"C\u00e1c c\u00f4ng ngh\u1ec7 chuy\u1ec3n \u0111\u1ed5i s\u1ed1 c\u1ea7n thi\u1ebft nh\u01b0 blockchain\" src=\"https:\/\/www.pace.edu.vn\/uploads\/news\/2023\/04\/8-cong-nghe-chuyen-doi-so-blockchain.jpg\" style=\"width: 1000px;height: 525px\"><\/p>\n<h3 id=\"hybrid-cloud\"><span class=\"ez-toc-section\" id=\"Hybrid_cloud\"><\/span>Hybrid cloud<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p style=\"text-align: justify\">Hybrid cloud l\u00e0 c\u01a1 s\u1edf h\u1ea1 t\u1ea7ng \u0111i\u1ec7n to\u00e1n \u0111\u00e1m m\u00e2y, gi\u00fap k\u1ebft n\u1ed1i c\u00e1c t\u00e0i nguy\u00ean c\u00f4ng ngh\u1ec7 th\u00f4ng tin t\u1ea1i ch\u1ed7, \u0111\u01b0\u1ee3c giao thoa gi\u1eefa c\u00e1c n\u1ec1n t\u1ea3ng Public Cloud v\u00e0 Private Cloud. C\u00f4ng ngh\u1ec7 n\u00e0y gi\u00fap doanh nghi\u1ec7p tr\u1edf n\u00ean linh ho\u1ea1t h\u01a1n v\u00e0 c\u00f3 nhi\u1ec1u t\u00f9y ch\u1ecdn h\u01a1n khi tri\u1ec3n khai d\u1eef li\u1ec7u.<\/p>\n<p style=\"text-align: justify\">B\u1eb1ng c\u00e1ch t\u1ea1o ra m\u1ed9t c\u01a1 s\u1edf \u0111i\u1ec7n to\u00e1n \u0111\u00e1m m\u00e2y duy nh\u1ea5t, c\u00f3 t\u00ednh linh ho\u1ea1t cao, c\u00f3 th\u1ec3 ch\u1ea1y kh\u1ed1i l\u01b0\u1ee3ng c\u00f4ng vi\u1ec7c l\u1edbn, Hybrid cloud gi\u00fap x\u1eed l\u00fd th\u00f4ng tin m\u1ed9t c\u00e1ch nhanh ch\u00f3ng, ph\u00e2n t\u00edch th\u00f4ng tin c\u1ea7n thi\u1ebft \u0111\u1ec3 ph\u1ee5c v\u1ee5 cho qu\u00e1 tr\u00ecnh chuy\u1ec3n \u0111\u1ed5i s\u1ed1 c\u1ee7a doanh nghi\u1ec7p.<\/p>\n<h3 id=\"microservices\"><span class=\"ez-toc-section\" id=\"Microservices\"><\/span>Microservices<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p style=\"text-align: justify\">Microservices l\u00e0 m\u1ed9t ph\u01b0\u01a1ng ph\u00e1p \u0111\u1eb7c bi\u1ec7t \u0111\u01b0\u1ee3c \u00e1p d\u1ee5ng trong vi\u1ec7c ph\u00e1t tri\u1ec3n h\u1ec7 th\u1ed1ng ph\u1ea7n m\u1ec1m. Ph\u01b0\u01a1ng ph\u00e1p n\u00e0y t\u1eadp trung v\u00e0o vi\u1ec7c x\u00e2y d\u1ef1ng c\u00e1c m\u00f4-\u0111un \u0111\u01a1n ch\u1ee9c n\u0103ng c\u00f9ng v\u1edbi c\u00e1c giao di\u1ec7n v\u00e0 ho\u1ea1t \u0111\u1ed9ng \u0111\u01b0\u1ee3c x\u00e1c \u0111\u1ecbnh c\u1ee5 th\u1ec3. Microservices l\u00e0 m\u1ed9t c\u00f4ng c\u1ee5 \u0111\u1ec3 thi\u1ebft l\u1eadp ho\u1eb7c ch\u1ed1ng l\u1ea1i s\u1ef1 gi\u00e1n \u0111o\u1ea1n k\u1ef9 thu\u1eadt s\u1ed1. N\u00f3 cho ph\u00e9p c\u00e1c t\u1ed5 ch\u1ee9c tri\u1ec3n khai t\u00ednh n\u0103ng s\u1ea3n ph\u1ea9m, ph\u1ea7n m\u1ec1m m\u1edbi h\u1eb1ng ng\u00e0y, th\u1eadm ch\u00ed l\u00e0 h\u00e0ng tr\u0103m, h\u00e0ng ngh\u00ecn l\u1ea7n m\u1ed7i ng\u00e0y.<\/p>\n<h3 id=\"tri-tue-nhan-tao-artificial-intelligence-ai\"><span class=\"ez-toc-section\" id=\"Tri_tue_nhan_tao_Artificial_intelligence_%E2%80%93_AI\"><\/span>Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (Artificial intelligence \u2013 AI)<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (AI &#8211; Artificial Intelligence) l\u00e0 m\u1ed9t l\u0129nh v\u1ef1c c\u1ee7a khoa h\u1ecdc m\u00e1y t\u00ednh t\u1eadp trung v\u00e0o vi\u1ec7c t\u1ea1o ra c\u00e1c h\u1ec7 th\u1ed1ng c\u00f3 kh\u1ea3 n\u0103ng th\u1ef1c hi\u1ec7n c\u00e1c nhi\u1ec7m v\u1ee5 y\u00eau c\u1ea7u tr\u00ed tu\u1ec7 khi th\u1ef1c hi\u1ec7n b\u1edfi con ng\u01b0\u1eddi. Bao g\u1ed3m s\u1ef1 h\u1ecdc h\u1ecfi, suy lu\u1eadn, nh\u1eadn d\u1ea1ng m\u1eabu, hi\u1ec3u ng\u00f4n ng\u1eef t\u1ef1 nhi\u00ean v\u00e0 c\u1ea3m nh\u1eadn. AI c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c chia th\u00e0nh hai lo\u1ea1i ch\u00ednh:<\/p>\n<ul>\n<li>\n<p style=\"text-align: justify\">AI H\u1eb9p (Narrow AI ho\u1eb7c Weak AI): L\u00e0 lo\u1ea1i AI \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf v\u00e0 hu\u1ea5n luy\u1ec7n \u0111\u1ec3 th\u1ef1c hi\u1ec7n m\u1ed9t nhi\u1ec7m v\u1ee5 c\u1ee5 th\u1ec3 m\u00e0 kh\u00f4ng c\u1ea7n \u0111\u1ebfn s\u1ef1 can thi\u1ec7p ho\u1eb7c s\u00e1ng t\u1ea1o c\u1ee7a con ng\u01b0\u1eddi. V\u00ed d\u1ee5 v\u1ec1 AI h\u1eb9p bao g\u1ed3m c\u00e1c h\u1ec7 th\u1ed1ng nh\u1eadn d\u1ea1ng gi\u1ecdng n\u00f3i, h\u1ec7 th\u1ed1ng g\u1ee3i \u00fd s\u1ea3n ph\u1ea9m tr\u00ean c\u00e1c trang th\u01b0\u01a1ng m\u1ea1i \u0111i\u1ec7n t\u1eed\u00a0v\u00e0 tr\u1ee3 l\u00fd \u1ea3o nh\u01b0 Siri ho\u1eb7c Alexa.<\/p>\n<\/li>\n<li>\n<p style=\"text-align: justify\">AI T\u1ed5ng qu\u00e1t (General AI ho\u1eb7c Strong AI): L\u00e0 m\u1ed9t l\u00fd thuy\u1ebft v\u1ec1 AI c\u00f3 kh\u1ea3 n\u0103ng hi\u1ec3u, h\u1ecdc h\u1ecfi, v\u00e0 \u00e1p d\u1ee5ng ki\u1ebfn th\u1ee9c v\u00e0 k\u1ef9 n\u0103ng trong nhi\u1ec1u l\u0129nh v\u1ef1c kh\u00e1c nhau, t\u01b0\u01a1ng t\u1ef1 nh\u01b0 kh\u1ea3 n\u0103ng c\u1ee7a con ng\u01b0\u1eddi. AI t\u1ed5ng qu\u00e1t c\u00f3 th\u1ec3 gi\u1ea3i quy\u1ebft v\u1ea5n \u0111\u1ec1, suy lu\u1eadn, v\u00e0 h\u1ecdc h\u1ecfi t\u1eeb kinh nghi\u1ec7m m\u1ed9t c\u00e1ch \u0111\u1ed9c l\u1eadp. Hi\u1ec7n t\u1ea1i, AI t\u1ed5ng qu\u00e1t v\u1eabn ch\u1ee7 y\u1ebfu l\u00e0 m\u1ed9t m\u1ee5c ti\u00eau nghi\u00ean c\u1ee9u v\u00e0 ch\u01b0a \u0111\u01b0\u1ee3c th\u1ef1c hi\u1ec7n ho\u00e0n to\u00e0n trong th\u1ef1c t\u1ebf.<\/p>\n<\/li>\n<\/ul>\n<p style=\"text-align: justify\">AI s\u1eed d\u1ee5ng nhi\u1ec1u ph\u01b0\u01a1ng ph\u00e1p v\u00e0 c\u00f4ng ngh\u1ec7, bao g\u1ed3m tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o t\u1ea1o sinh (Generative AI), m\u00e1y h\u1ecdc (Machine Learning), m\u1ea1ng n\u01a1-ron (Neural Networks), x\u1eed l\u00fd ng\u00f4n ng\u1eef t\u1ef1 nhi\u00ean (Natural Language Processing), v\u00e0 logic m\u1edd (Fuzzy Logic). M\u00e1y h\u1ecdc, \u0111\u1eb7c bi\u1ec7t l\u00e0 h\u1ecdc s\u00e2u (Deep Learning), l\u00e0 m\u1ed9t trong nh\u1eefng ph\u01b0\u01a1ng ph\u00e1p quan tr\u1ecdng nh\u1ea5t trong AI hi\u1ec7n \u0111\u1ea1i, cho ph\u00e9p m\u00e1y t\u00ednh h\u1ecdc t\u1eeb d\u1eef li\u1ec7u v\u00e0 c\u1ea3i thi\u1ec7n hi\u1ec7u su\u1ea5t c\u1ee7a m\u00ecnh m\u1ed9t c\u00e1ch t\u1ef1 \u0111\u1ed9ng.<\/p>\n<p style=\"text-align: justify\">Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o c\u00f3 \u1ee9ng d\u1ee5ng r\u1ed9ng r\u00e3i trong nhi\u1ec1u l\u0129nh v\u1ef1c nh\u01b0 y t\u1ebf, t\u00e0i ch\u00ednh, s\u1ea3n xu\u1ea5t, giao th\u00f4ng v\u1eadn t\u1ea3i, v\u00e0 gi\u00e1o d\u1ee5c, n\u00e2ng cao kh\u1ea3 n\u0103ng t\u1ef1 \u0111\u1ed9ng h\u00f3a, d\u1ef1 \u0111o\u00e1n, v\u00e0 ph\u00e2n t\u00edch quy\u1ebft \u0111\u1ecbnh, t\u1eeb \u0111\u00f3 mang l\u1ea1i hi\u1ec7u qu\u1ea3 kinh t\u1ebf v\u00e0 x\u00e3 h\u1ed9i \u0111\u00e1ng k\u1ec3.<\/p>\n<p style=\"text-align: center\"><img decoding=\"async\" alt=\"\u1ee8ng d\u1ee5ng Gen AI trong chuy\u1ec3n \u0111\u1ed5i s\u1ed1\" src=\"https:\/\/www.pace.edu.vn\/uploads\/news\/2024\/03\/1-generative-ai-la-gi.jpg\" style=\"width: 1000px;height: 525px\"><\/p>\n<h3 id=\"big-data\"><span class=\"ez-toc-section\" id=\"Du_lieu_lon_Big_data\"><\/span>D\u1eef li\u1ec7u l\u1edbn (Big data)<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p style=\"text-align: justify\">Trong chuy\u1ec3n \u0111\u1ed5i s\u1ed1, Big Data l\u00e0 m\u1ed9t kh\u00e1i ni\u1ec7m quan tr\u1ecdng \u0111\u1ea1i di\u1ec7n cho kh\u1ed1i l\u01b0\u1ee3ng d\u1eef li\u1ec7u kh\u1ed5ng l\u1ed3 v\u00e0 ph\u1ee9c t\u1ea1p m\u00e0 c\u00e1c ph\u01b0\u01a1ng ph\u00e1p x\u1eed l\u00fd d\u1eef li\u1ec7u truy\u1ec1n th\u1ed1ng kh\u00f4ng th\u1ec3 ghi l\u1ea1i, l\u01b0u tr\u1eef, qu\u1ea3n l\u00fd v\u00e0 ph\u00e2n t\u00edch hi\u1ec7u qu\u1ea3. Big Data bao g\u1ed3m d\u1eef li\u1ec7u sinh ra t\u1eeb nhi\u1ec1u ngu\u1ed3n kh\u00e1c nhau v\u1edbi t\u1ed1c \u0111\u1ed9 cao, \u0111a d\u1ea1ng v\u1ec1 lo\u1ea1i v\u00e0 th\u01b0\u1eddng xuy\u00ean thay \u0111\u1ed5i, \u0111\u00f2i h\u1ecfi c\u00e1c c\u00f4ng ngh\u1ec7 v\u00e0 ph\u01b0\u01a1ng ph\u00e1p m\u1edbi \u0111\u1ec3 c\u00f3 th\u1ec3 tr\u00edch xu\u1ea5t th\u00f4ng tin gi\u00e1 tr\u1ecb t\u1eeb ch\u00fang.<\/p>\n<h4 style=\"text-align: justify\"><span class=\"ez-toc-section\" id=\"Ba_V_co_ban_cua_Big_Data\"><\/span>Ba V c\u01a1 b\u1ea3n c\u1ee7a Big Data:<span class=\"ez-toc-section-end\"><\/span><\/h4>\n<ol>\n<li style=\"text-align: justify\">Volume (Kh\u1ed1i l\u01b0\u1ee3ng): L\u01b0\u1ee3ng d\u1eef li\u1ec7u \u0111\u01b0\u1ee3c s\u1ea3n xu\u1ea5t v\u00e0 l\u01b0u tr\u1eef. Big Data li\u00ean quan \u0111\u1ebfn vi\u1ec7c x\u1eed l\u00fd l\u01b0\u1ee3ng d\u1eef li\u1ec7u r\u1ea5t l\u1edbn, t\u1eeb petabytes \u0111\u1ebfn exabytes c\u1ee7a d\u1eef li\u1ec7u.<\/li>\n<li style=\"text-align: justify\">Velocity (T\u1ed1c \u0111\u1ed9): T\u1ed1c \u0111\u1ed9 m\u00e0 d\u1eef li\u1ec7u \u0111\u01b0\u1ee3c t\u1ea1o ra v\u00e0 c\u1ea7n \u0111\u01b0\u1ee3c x\u1eed l\u00fd. Trong nhi\u1ec1u tr\u01b0\u1eddng h\u1ee3p, d\u1eef li\u1ec7u ph\u1ea3i \u0111\u01b0\u1ee3c x\u1eed l\u00fd nhanh ch\u00f3ng \u0111\u1ec3 c\u00f3 \u0111\u01b0\u1ee3c th\u00f4ng tin k\u1ecbp th\u1eddi.<\/li>\n<li style=\"text-align: justify\">Variety (\u0110a d\u1ea1ng): Lo\u1ea1i v\u00e0 b\u1ea3n ch\u1ea5t c\u1ee7a d\u1eef li\u1ec7u, bao g\u1ed3m d\u1eef li\u1ec7u c\u1ea5u tr\u00fac, kh\u00f4ng c\u1ea5u tr\u00fac v\u00e0 b\u00e1n c\u1ea5u tr\u00fac. Bao g\u1ed3m v\u0103n b\u1ea3n, h\u00ecnh \u1ea3nh, video, d\u1eef li\u1ec7u t\u1eeb c\u1ea3m bi\u1ebfn v\u00e0 h\u01a1n th\u1ebf n\u1eefa.<\/li>\n<\/ol>\n<h4 style=\"text-align: justify\"><span class=\"ez-toc-section\" id=\"Tam_quan_trong_cua_Big_Data_trong_chuyen_doi_so\"><\/span>T\u1ea7m quan tr\u1ecdng c\u1ee7a Big Data trong chuy\u1ec3n \u0111\u1ed5i s\u1ed1:<span class=\"ez-toc-section-end\"><\/span><\/h4>\n<ul>\n<li style=\"text-align: justify\">Ph\u00e2n t\u00edch v\u00e0 Quy\u1ebft \u0111\u1ecbnh d\u1ef1a tr\u00ean D\u1eef li\u1ec7u: Big Data gi\u00fap c\u00e1c t\u1ed5 ch\u1ee9c ph\u00e2n t\u00edch xu h\u01b0\u1edbng, h\u00e0nh vi v\u00e0 m\u1eabu d\u1eef li\u1ec7u ph\u1ee9c t\u1ea1p \u0111\u1ec3 \u0111\u01b0a ra quy\u1ebft \u0111\u1ecbnh th\u00f4ng minh v\u00e0 d\u1ef1 \u0111o\u00e1n t\u01b0\u01a1ng lai m\u1ed9t c\u00e1ch ch\u00ednh x\u00e1c h\u01a1n.<\/li>\n<li style=\"text-align: justify\">C\u00e1 nh\u00e2n h\u00f3a v\u00e0 Tr\u1ea3i nghi\u1ec7m Kh\u00e1ch h\u00e0ng: Doanh nghi\u1ec7p s\u1eed d\u1ee5ng Big Data \u0111\u1ec3 hi\u1ec3u r\u00f5 h\u01a1n v\u1ec1 kh\u00e1ch h\u00e0ng c\u1ee7a m\u00ecnh, cho ph\u00e9p c\u00e1 nh\u00e2n h\u00f3a s\u1ea3n ph\u1ea9m, d\u1ecbch v\u1ee5 v\u00e0 tr\u1ea3i nghi\u1ec7m mua s\u1eafm.<\/li>\n<li style=\"text-align: justify\">T\u1ed1i \u01b0u h\u00f3a ho\u1ea1t \u0111\u1ed9ng: Ph\u00e2n t\u00edch d\u1eef li\u1ec7u l\u1edbn gi\u00fap c\u00e1c t\u1ed5 ch\u1ee9c t\u1ed1i \u01b0u h\u00f3a quy tr\u00ecnh kinh doanh, hi\u1ec7u su\u1ea5t s\u1ea3n xu\u1ea5t v\u00e0 gi\u1ea3m thi\u1ec3u chi ph\u00ed.<\/li>\n<li style=\"text-align: justify\">An ninh v\u00e0 Ph\u00f2ng ch\u1ed1ng gian l\u1eadn: Big Data cho ph\u00e9p theo d\u00f5i, ph\u00e1t hi\u1ec7n v\u00e0 ph\u1ea3n h\u1ed3i nhanh ch\u00f3ng tr\u01b0\u1edbc c\u00e1c m\u1ed1i \u0111e d\u1ecda an ninh m\u1ea1ng v\u00e0 h\u00e0nh vi gian l\u1eadn.<\/li>\n<li style=\"text-align: justify\">Ph\u00e1t tri\u1ec3n S\u1ea3n ph\u1ea9m m\u1edbi: Ph\u00e2n t\u00edch Big Data gi\u00fap doanh nghi\u1ec7p nh\u1eadn ra nhu c\u1ea7u ch\u01b0a \u0111\u01b0\u1ee3c \u0111\u00e1p \u1ee9ng v\u00e0 xu h\u01b0\u1edbng th\u1ecb tr\u01b0\u1eddng, d\u1eabn \u0111\u1ebfn vi\u1ec7c ph\u00e1t tri\u1ec3n s\u1ea3n ph\u1ea9m v\u00e0 d\u1ecbch v\u1ee5 m\u1edbi.<\/li>\n<\/ul>\n<p style=\"text-align: justify\">Big Data \u0111\u00f3ng m\u1ed9t vai tr\u00f2 trung t\u00e2m trong chuy\u1ec3n \u0111\u1ed5i s\u1ed1, gi\u00fap doanh nghi\u1ec7p v\u00e0 t\u1ed5 ch\u1ee9c ph\u00e1t tri\u1ec3n l\u1ee3i th\u1ebf c\u1ea1nh tranh, t\u1ea1o ra gi\u00e1 tr\u1ecb kinh t\u1ebf v\u00e0 c\u1ea3i thi\u1ec7n d\u1ecbch v\u1ee5. \u0110\u1ec3 t\u1eadn d\u1ee5ng t\u1ed1i \u0111a Big Data, c\u00e1c t\u1ed5 ch\u1ee9c c\u1ea7n \u0111\u1ea7u t\u01b0 v\u00e0o c\u00f4ng ngh\u1ec7, c\u00f4ng c\u1ee5 ph\u00e2n t\u00edch ti\u00ean ti\u1ebfn v\u00e0 ph\u00e1t tri\u1ec3n k\u1ef9 n\u0103ng c\u1ee7a nh\u00e2n vi\u00ean \u0111\u1ec3 qu\u1ea3n l\u00fd v\u00e0 ph\u00e2n t\u00edch d\u1eef li\u1ec7u hi\u1ec7u qu\u1ea3.<\/p>\n<p style=\"text-align: center\"><img decoding=\"async\" alt=\"\u1ee8ng d\u1ee5ng big data trong chuy\u1ec3n \u0111\u1ed5i s\u1ed1\" src=\"https:\/\/www.pace.edu.vn\/uploads\/news\/2023\/04\/khai-niem-big-data.jpg\" style=\"width: 1000px;height: 525px\"><\/p>\n<h3 id=\"vr-ar\"><span class=\"ez-toc-section\" id=\"Thuc_te_ao_Virtual_Reality_%E2%80%93_VR_va_Tang_cuong_thuc_te_Augmented_Reality_%E2%80%93_AR\"><\/span>Th\u1ef1c t\u1ebf \u1ea3o (Virtual Reality &#8211; VR) v\u00e0 T\u0103ng c\u01b0\u1eddng th\u1ef1c t\u1ebf (Augmented Reality &#8211; AR)<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p style=\"text-align: justify\">Trong chuy\u1ec3n \u0111\u1ed5i s\u1ed1, th\u1ef1c t\u1ebf \u1ea3o (Virtual Reality &#8211; VR) v\u00e0 th\u1ef1c t\u1ebf t\u0103ng c\u01b0\u1eddng (Augmented Reality &#8211; AR) l\u00e0 hai c\u00f4ng ngh\u1ec7 \u0111\u00f3ng vai tr\u00f2 quan tr\u1ecdng trong vi\u1ec7c t\u1ea1o ra tr\u1ea3i nghi\u1ec7m m\u1edbi v\u00e0 c\u1ea3i thi\u1ec7n hi\u1ec7u qu\u1ea3 c\u00f4ng vi\u1ec7c th\u00f4ng qua vi\u1ec7c k\u1ebft h\u1ee3p gi\u1eefa th\u1ebf gi\u1edbi th\u1ef1c v\u00e0 th\u1ebf gi\u1edbi \u1ea3o. D\u01b0\u1edbi \u0111\u00e2y l\u00e0 c\u00e1i nh\u00ecn t\u1ed5ng quan v\u1ec1 m\u1ed7i c\u00f4ng ngh\u1ec7 v\u00e0 vai tr\u00f2 c\u1ee7a ch\u00fang trong chuy\u1ec3n \u0111\u1ed5i s\u1ed1:<\/p>\n<h4 style=\"text-align: justify\"><span class=\"ez-toc-section\" id=\"Thuc_te_ao_VR\"><\/span>Th\u1ef1c t\u1ebf \u1ea3o (VR)<span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p style=\"text-align: justify\">Th\u1ef1c t\u1ebf \u1ea3o l\u00e0 c\u00f4ng ngh\u1ec7 t\u1ea1o ra m\u1ed9t m\u00f4i tr\u01b0\u1eddng gi\u1ea3 \u0111\u1ecbnh \u0111\u01b0\u1ee3c m\u00e1y t\u00ednh t\u1ea1o ra, cho ph\u00e9p ng\u01b0\u1eddi d\u00f9ng &#8220;ch\u00ecm \u0111\u1eafm&#8221; v\u00e0o m\u1ed9t th\u1ebf gi\u1edbi \u1ea3o th\u00f4ng qua thi\u1ebft b\u1ecb \u0111\u1ea7u v\u00e0o nh\u01b0 k\u00ednh VR, tai nghe, v\u00e0 b\u1ed9 \u0111i\u1ec1u khi\u1ec3n. VR t\u1ea1o ra m\u1ed9t kh\u00f4ng gian \u1ea3o ho\u00e0n to\u00e0n t\u00e1ch bi\u1ec7t v\u1edbi th\u1ebf gi\u1edbi th\u1ef1c, cho ph\u00e9p ng\u01b0\u1eddi d\u00f9ng t\u01b0\u01a1ng t\u00e1c v\u1edbi m\u00f4i tr\u01b0\u1eddng \u1ea3o nh\u01b0 th\u1ec3 h\u1ecd \u0111ang \u1edf \u0111\u00f3.<\/p>\n<p style=\"text-align: justify\">\u1ee8ng d\u1ee5ng VR:<\/p>\n<ul>\n<li style=\"text-align: justify\">Gi\u00e1o d\u1ee5c v\u00e0 \u0111\u00e0o t\u1ea1o: VR \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng \u0111\u1ec3 t\u1ea1o ra c\u00e1c m\u00f4i tr\u01b0\u1eddng \u0111\u00e0o t\u1ea1o m\u00f4 ph\u1ecfng, cho ph\u00e9p h\u1ecdc vi\u00ean tr\u1ea3i nghi\u1ec7m v\u00e0 th\u1ef1c h\u00e0nh trong m\u1ed9t m\u00f4i tr\u01b0\u1eddng an to\u00e0n v\u00e0 ki\u1ec3m so\u00e1t.<\/li>\n<li style=\"text-align: justify\">Y t\u1ebf: VR gi\u00fap trong vi\u1ec7c \u0111\u00e0o t\u1ea1o c\u00e1c b\u00e1c s\u0129, ph\u1eabu thu\u1eadt m\u00f4 ph\u1ecfng, v\u00e0 c\u0169ng \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng trong li\u1ec7u ph\u00e1p gi\u1ea3m \u0111au v\u00e0 ph\u1ee5c h\u1ed3i ch\u1ee9c n\u0103ng.<\/li>\n<li style=\"text-align: justify\">B\u1ea5t \u0111\u1ed9ng s\u1ea3n v\u00e0 Ki\u1ebfn tr\u00fac: Cho ph\u00e9p kh\u00e1ch h\u00e0ng v\u00e0 nh\u00e0 thi\u1ebft k\u1ebf tr\u1ea3i nghi\u1ec7m kh\u00f4ng gian tr\u01b0\u1edbc khi x\u00e2y d\u1ef1ng ho\u1eb7c s\u1eeda ch\u1eefa.<\/li>\n<li style=\"text-align: justify\">Gi\u1ea3i tr\u00ed: VR mang l\u1ea1i tr\u1ea3i nghi\u1ec7m \u0111\u1eafm ch\u00ecm trong c\u00e1c tr\u00f2 ch\u01a1i, phim \u1ea3nh v\u00e0 s\u1ef1 ki\u1ec7n \u1ea3o.<\/li>\n<\/ul>\n<h4 style=\"text-align: justify\"><span class=\"ez-toc-section\" id=\"Thuc_te_tang_cuong_AR\"><\/span>Th\u1ef1c t\u1ebf t\u0103ng c\u01b0\u1eddng (AR)<span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p style=\"text-align: justify\">Th\u1ef1c t\u1ebf t\u0103ng c\u01b0\u1eddng k\u1ebft h\u1ee3p y\u1ebfu t\u1ed1 c\u1ee7a th\u1ebf gi\u1edbi th\u1ef1c v\u1edbi d\u1eef li\u1ec7u ho\u1eb7c \u0111\u1ed3 h\u1ecda \u0111\u01b0\u1ee3c t\u1ea1o ra b\u1edfi m\u00e1y t\u00ednh, \u0111\u01b0\u1ee3c ch\u1ed3ng l\u00ean m\u00f4i tr\u01b0\u1eddng th\u1ef1c qua m\u00e0n h\u00ecnh \u0111i\u1ec7n tho\u1ea1i th\u00f4ng minh, m\u00e1y t\u00ednh b\u1ea3ng, ho\u1eb7c k\u00ednh AR \u0111\u1eb7c bi\u1ec7t. AR t\u0103ng c\u01b0\u1eddng hi\u1ec3u bi\u1ebft v\u00e0 t\u01b0\u01a1ng t\u00e1c c\u1ee7a ng\u01b0\u1eddi d\u00f9ng v\u1edbi th\u1ebf gi\u1edbi th\u1ef1c b\u1eb1ng c\u00e1ch th\u00eam v\u00e0o c\u00e1c th\u00f4ng tin k\u1ef9 thu\u1eadt s\u1ed1.<\/p>\n<p style=\"text-align: justify\">\u1ee8ng d\u1ee5ng AR:<\/p>\n<ul>\n<li style=\"text-align: justify\">B\u00e1n l\u1ebb: AR gi\u00fap kh\u00e1ch h\u00e0ng xem tr\u01b0\u1edbc s\u1ea3n ph\u1ea9m trong kh\u00f4ng gian th\u1ef1c c\u1ee7a h\u1ecd tr\u01b0\u1edbc khi mua h\u00e0ng, v\u00ed d\u1ee5, th\u1eed \u0111\u1ed3 tr\u1ef1c tuy\u1ebfn ho\u1eb7c xem tr\u01b0\u1edbc m\u1ed9t m\u00f3n \u0111\u1ed3 n\u1ed9i th\u1ea5t trong ph\u00f2ng kh\u00e1ch.<\/li>\n<li style=\"text-align: justify\">B\u1ea3o tr\u00ec v\u00e0 s\u1eeda ch\u1eefa: Cung c\u1ea5p h\u01b0\u1edbng d\u1eabn tr\u1ef1c quan cho ng\u01b0\u1eddi th\u1ef1c hi\u1ec7n b\u1ea3o tr\u00ec m\u00e1y m\u00f3c, thi\u1ebft b\u1ecb th\u00f4ng qua th\u00f4ng tin t\u0103ng c\u01b0\u1eddng.<\/li>\n<li style=\"text-align: justify\">Gi\u00e1o d\u1ee5c: AR mang l\u1ea1i c\u00e1ch ti\u1ebfp c\u1eadn tr\u1ef1c quan v\u00e0 t\u01b0\u01a1ng t\u00e1c cho vi\u1ec7c h\u1ecdc, t\u1eeb vi\u1ec7c hi\u1ec3n th\u1ecb m\u00f4 h\u00ecnh 3D c\u1ee7a c\u01a1 th\u1ec3 con ng\u01b0\u1eddi \u0111\u1ebfn vi\u1ec7c kh\u00e1m ph\u00e1 b\u1ea3n \u0111\u1ed3 l\u1ecbch s\u1eed t\u01b0\u01a1ng t\u00e1c.<\/li>\n<li style=\"text-align: justify\">Du l\u1ecbch v\u00e0 tham quan: Cung c\u1ea5p th\u00f4ng tin t\u0103ng c\u01b0\u1eddng v\u00e0 tr\u1ea3i nghi\u1ec7m t\u01b0\u01a1ng t\u00e1c cho du kh\u00e1ch khi th\u0103m quan \u0111\u1ecba \u0111i\u1ec3m du l\u1ecbch, b\u1ea3o t\u00e0ng.<\/li>\n<\/ul>\n<p style=\"text-align: justify\">Trong b\u1ed1i c\u1ea3nh chuy\u1ec3n \u0111\u1ed5i s\u1ed1, VR v\u00e0 AR \u0111\u1ec1u m\u1edf ra nh\u1eefng c\u01a1 h\u1ed9i m\u1edbi \u0111\u1ec3 t\u1ea1o ra c\u00e1c gi\u1ea3i ph\u00e1p s\u00e1ng t\u1ea1o, c\u1ea3i thi\u1ec7n tr\u1ea3i nghi\u1ec7m ng\u01b0\u1eddi d\u00f9ng, t\u0103ng c\u01b0\u1eddng hi\u1ec7u qu\u1ea3 \u0111\u00e0o t\u1ea1o v\u00e0 gi\u00e1o d\u1ee5c, v\u00e0 cung c\u1ea5p c\u00f4ng c\u1ee5 m\u1edbi cho c\u00e1c l\u0129nh v\u1ef1c t\u1eeb y t\u1ebf \u0111\u1ebfn s\u1ea3n xu\u1ea5t v\u00e0 gi\u1ea3i tr\u00ed. C\u1ea3 hai c\u00f4ng ngh\u1ec7 n\u00e0y \u0111\u1ec1u \u0111\u00f3ng vai tr\u00f2 quan tr\u1ecdng trong vi\u1ec7c \u0111\u1ecbnh h\u00ecnh l\u1ea1i c\u00e1ch ch\u00fang ta t\u01b0\u01a1ng t\u00e1c v\u1edbi th\u1ebf gi\u1edbi xung quanh v\u00e0 m\u1edf r\u1ed9ng kh\u1ea3 n\u0103ng c\u1ee7a con ng\u01b0\u1eddi.<\/p>\n<p style=\"text-align: center\"><img decoding=\"async\" alt=\"\u1ee8ng d\u1ee5ng VR v\u00e0 AR trong chuy\u1ec3n \u0111\u1ed5i s\u1ed1 y t\u1ebf\" src=\"https:\/\/www.pace.edu.vn\/uploads\/news\/2023\/08\/1-khai-niem-chuyen-doi-so-y-te.jpg\" style=\"width: 1000px;height: 525px\"><\/p>\n<h2 id=\"chuyen-doi-so-quoc-gia-tai-viet-nam\"><span class=\"ez-toc-section\" id=\"Chuong_trinh_Chuyen_doi_so_quoc_gia_tai_Viet_Nam\"><\/span>Ch\u01b0\u01a1ng tr\u00ecnh Chuy\u1ec3n \u0111\u1ed5i s\u1ed1 qu\u1ed1c gia t\u1ea1i Vi\u1ec7t Nam<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p style=\"text-align: justify\">Chuy\u1ec3n \u0111\u1ed5i s\u1ed1 qu\u1ed1c gia l\u00e0 qu\u00e1 tr\u00ecnh m\u1ed9t qu\u1ed1c gia \u00e1p d\u1ee5ng c\u00f4ng ngh\u1ec7 s\u1ed1 \u0111\u1ec3 th\u00fac \u0111\u1ea9y s\u1ef1 ph\u00e1t tri\u1ec3n kinh t\u1ebf, c\u1ea3i thi\u1ec7n d\u1ecbch v\u1ee5 c\u00f4ng c\u0169ng nh\u01b0 ch\u1ea5t l\u01b0\u1ee3ng cu\u1ed9c s\u1ed1ng c\u1ee7a ng\u01b0\u1eddi d\u00e2n. Qu\u00e1 tr\u00ecnh n\u00e0y bao g\u1ed3m vi\u1ec7c s\u1ed1 h\u00f3a c\u00e1c ng\u00e0nh c\u00f4ng nghi\u1ec7p, n\u00e2ng cao c\u01a1 s\u1edf h\u1ea1 t\u1ea7ng c\u00f4ng ngh\u1ec7 th\u00f4ng tin, ph\u00e1t tri\u1ec3n k\u1ef9 n\u0103ng s\u1ed1 cho l\u1ef1c l\u01b0\u1ee3ng lao \u0111\u1ed9ng, v\u00e0 \u00e1p d\u1ee5ng c\u00e1c gi\u1ea3i ph\u00e1p s\u1ed1 trong qu\u1ea3n l\u00fd v\u00e0 cung c\u1ea5p d\u1ecbch v\u1ee5 c\u00f4ng. M\u1ee5c ti\u00eau c\u1ee7a chuy\u1ec3n \u0111\u1ed5i s\u1ed1 qu\u1ed1c gia kh\u00f4ng ch\u1ec9 gi\u1edbi h\u1ea1n \u1edf vi\u1ec7c t\u0103ng tr\u01b0\u1edfng kinh t\u1ebf m\u00e0 c\u00f2n nh\u1eb1m m\u1ee5c \u0111\u00edch x\u00e2y d\u1ef1ng m\u1ed9t x\u00e3 h\u1ed9i th\u00f4ng minh, hi\u1ec7u qu\u1ea3 v\u00e0 b\u1ec1n v\u1eefng.<\/p>\n<p style=\"text-align: justify\">Quy\u1ebft \u0111\u1ecbnh s\u1ed1 749\/Q\u0110-TTg c\u1ee7a Th\u1ee7 t\u01b0\u1edbng Ch\u00ednh ph\u1ee7: Ph\u00ea duy\u1ec7t &#8220;Ch\u01b0\u01a1ng tr\u00ecnh Chuy\u1ec3n \u0111\u1ed5i s\u1ed1 qu\u1ed1c gia \u0111\u1ebfn n\u0103m 2025, \u0111\u1ecbnh h\u01b0\u1edbng \u0111\u1ebfn n\u0103m 2030&#8221;, l\u00e0 m\u1ed9t k\u1ebf ho\u1ea1ch quan tr\u1ecdng c\u1ee7a Vi\u1ec7t Nam nh\u1eb1m th\u00fac \u0111\u1ea9y s\u1ef1 ph\u00e1t tri\u1ec3n c\u1ee7a \u0111\u1ea5t n\u01b0\u1edbc th\u00f4ng qua vi\u1ec7c \u00e1p d\u1ee5ng c\u00f4ng ngh\u1ec7 s\u1ed1. M\u1ee5c ti\u00eau c\u1ee7a ch\u01b0\u01a1ng tr\u00ecnh n\u00e0y kh\u00f4ng ch\u1ec9 l\u00e0 t\u0103ng c\u01b0\u1eddng s\u1ef1 hi\u1ec7n di\u1ec7n c\u1ee7a c\u00f4ng ngh\u1ec7 s\u1ed1 trong m\u1ecdi l\u0129nh v\u1ef1c c\u1ee7a x\u00e3 h\u1ed9i v\u00e0 kinh t\u1ebf m\u00e0 c\u00f2n nh\u1eb1m n\u00e2ng cao n\u0103ng l\u1ef1c c\u1ea1nh tranh qu\u1ed1c gia, ph\u00e1t tri\u1ec3n kinh t\u1ebf s\u1ed1 v\u00e0 x\u00e3 h\u1ed9i s\u1ed1, \u0111\u1ed3ng th\u1eddi c\u1ea3i thi\u1ec7n ch\u1ea5t l\u01b0\u1ee3ng cu\u1ed9c s\u1ed1ng c\u1ee7a ng\u01b0\u1eddi d\u00e2n. M\u1ed9t s\u1ed1 \u0111i\u1ec3m n\u1ed5i b\u1eadt c\u1ee7a ch\u01b0\u01a1ng tr\u00ecnh:<\/p>\n<h3 id=\"muc-tieu-chinh\"><span class=\"ez-toc-section\" id=\"Muc_tieu_chinh\"><\/span>M\u1ee5c ti\u00eau ch\u00ednh<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<ul>\n<li>\n<p style=\"text-align: justify\">Ph\u00e1t tri\u1ec3n kinh t\u1ebf s\u1ed1: M\u1ed9t trong nh\u1eefng m\u1ee5c ti\u00eau ch\u00ednh l\u00e0 \u0111\u01b0a kinh t\u1ebf s\u1ed1 tr\u1edf th\u00e0nh m\u1ed9t ph\u1ea7n quan tr\u1ecdng c\u1ee7a GDP qu\u1ed1c gia, th\u00f4ng qua vi\u1ec7c th\u00fac \u0111\u1ea9y c\u00e1c l\u0129nh v\u1ef1c kinh t\u1ebf k\u1ef9 thu\u1eadt s\u1ed1 ch\u1ee7 ch\u1ed1t nh\u01b0 th\u01b0\u01a1ng m\u1ea1i \u0111i\u1ec7n t\u1eed, thanh to\u00e1n kh\u00f4ng d\u00f9ng ti\u1ec1n m\u1eb7t, n\u00f4ng nghi\u1ec7p th\u00f4ng minh, du l\u1ecbch v\u00e0 y t\u1ebf s\u1ed1, v.v.<\/p>\n<\/li>\n<li>\n<p style=\"text-align: justify\">Ph\u00e1t tri\u1ec3n x\u00e3 h\u1ed9i s\u1ed1: N\u00e2ng cao ch\u1ea5t l\u01b0\u1ee3ng cu\u1ed9c s\u1ed1ng c\u1ee7a ng\u01b0\u1eddi d\u00e2n th\u00f4ng qua vi\u1ec7c cung c\u1ea5p d\u1ecbch v\u1ee5 c\u00f4ng s\u1ed1, gi\u00e1o d\u1ee5c s\u1ed1 v\u00e0 y t\u1ebf s\u1ed1, nh\u1eb1m \u0111\u1ea3m b\u1ea3o m\u1ecdi ng\u01b0\u1eddi d\u00e2n \u0111\u1ec1u c\u00f3 th\u1ec3 ti\u1ebfp c\u1eadn c\u00e1c d\u1ecbch v\u1ee5 c\u01a1 b\u1ea3n m\u1ed9t c\u00e1ch thu\u1eadn ti\u1ec7n v\u00e0 hi\u1ec7u qu\u1ea3.<\/p>\n<\/li>\n<li>\n<p style=\"text-align: justify\">X\u00e2y d\u1ef1ng Ch\u00ednh ph\u1ee7 s\u1ed1: Hi\u1ec7n \u0111\u1ea1i h\u00f3a qu\u1ea3n l\u00fd nh\u00e0 n\u01b0\u1edbc b\u1eb1ng c\u00e1ch \u00e1p d\u1ee5ng c\u00f4ng ngh\u1ec7 th\u00f4ng tin, nh\u1eb1m t\u0103ng c\u01b0\u1eddng hi\u1ec7u qu\u1ea3, minh b\u1ea1ch v\u00e0 h\u1ee3p l\u00fd h\u00f3a quy tr\u00ecnh l\u00e0m vi\u1ec7c c\u1ee7a c\u00e1c c\u01a1 quan ch\u00ednh ph\u1ee7.<\/p>\n<\/li>\n<\/ul>\n<h3 id=\"cac-tru-cot-chinh\"><span class=\"ez-toc-section\" id=\"Cac_tru_cot_chinh\"><\/span>C\u00e1c tr\u1ee5 c\u1ed9t ch\u00ednh<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<ul>\n<li>\n<p style=\"text-align: justify\">C\u01a1 s\u1edf h\u1ea1 t\u1ea7ng c\u00f4ng ngh\u1ec7 th\u00f4ng tin: \u0110\u1ea7u t\u01b0 v\u00e0 ph\u00e1t tri\u1ec3n c\u01a1 s\u1edf h\u1ea1 t\u1ea7ng c\u00f4ng ngh\u1ec7 th\u00f4ng tin v\u00e0 truy\u1ec1n th\u00f4ng ti\u00ean ti\u1ebfn, \u0111\u1ea3m b\u1ea3o k\u1ebft n\u1ed1i r\u1ed9ng kh\u1eafp v\u00e0 an to\u00e0n.<\/p>\n<\/li>\n<li>\n<p style=\"text-align: justify\">An ninh m\u1ea1ng: T\u0103ng c\u01b0\u1eddng an ninh v\u00e0 an to\u00e0n th\u00f4ng tin m\u1ea1ng \u0111\u1ec3 b\u1ea3o v\u1ec7 d\u1eef li\u1ec7u c\u1ee7a doanh nghi\u1ec7p v\u00e0 ng\u01b0\u1eddi d\u00e2n.<\/p>\n<\/li>\n<li>\n<p style=\"text-align: justify\">Ph\u00e1t tri\u1ec3n ngu\u1ed3n nh\u00e2n l\u1ef1c s\u1ed1: \u0110\u00e0o t\u1ea1o v\u00e0 ph\u00e1t tri\u1ec3n ngu\u1ed3n nh\u00e2n l\u1ef1c c\u00f3 k\u1ef9 n\u0103ng s\u1ed1 cao, nh\u1eb1m \u0111\u00e1p \u1ee9ng nhu c\u1ea7u c\u1ee7a kinh t\u1ebf s\u1ed1 v\u00e0 x\u00e3 h\u1ed9i s\u1ed1.<\/p>\n<\/li>\n<\/ul>\n<h3 id=\"dinh-huong-va-giai-phap\"><span class=\"ez-toc-section\" id=\"Dinh_huong_va_Giai_phap\"><\/span>\u0110\u1ecbnh h\u01b0\u1edbng v\u00e0 Gi\u1ea3i ph\u00e1p<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<ul>\n<li>\n<p style=\"text-align: justify\">Th\u00fac \u0111\u1ea9y \u0111\u1ed5i m\u1edbi s\u00e1ng t\u1ea1o: Khuy\u1ebfn kh\u00edch v\u00e0 h\u1ed7 tr\u1ee3 \u0111\u1ed5i m\u1edbi s\u00e1ng t\u1ea1o trong c\u00f4ng ngh\u1ec7 v\u00e0 kinh doanh, nh\u1eb1m t\u1ea1o ra gi\u00e1 tr\u1ecb m\u1edbi v\u00e0 c\u1ea3i thi\u1ec7n s\u1ee9c c\u1ea1nh tranh qu\u1ed1c gia.<\/p>\n<\/li>\n<li>\n<p style=\"text-align: justify\">H\u1ee3p t\u00e1c qu\u1ed1c t\u1ebf: M\u1edf r\u1ed9ng h\u1ee3p t\u00e1c v\u1edbi c\u00e1c \u0111\u1ed1i t\u00e1c qu\u1ed1c t\u1ebf \u0111\u1ec3 h\u1ecdc h\u1ecfi kinh nghi\u1ec7m, thu h\u00fat \u0111\u1ea7u t\u01b0 v\u00e0 ph\u00e1t tri\u1ec3n k\u1ef9 n\u0103ng cho ngu\u1ed3n nh\u00e2n l\u1ef1c.<\/p>\n<\/li>\n<\/ul>\n<p style=\"text-align: justify\">Ch\u01b0\u01a1ng tr\u00ecnh Chuy\u1ec3n \u0111\u1ed5i s\u1ed1 qu\u1ed1c gia c\u1ee7a Vi\u1ec7t Nam nh\u1ea5n m\u1ea1nh t\u1edbi vi\u1ec7c t\u1eadn d\u1ee5ng c\u01a1 h\u1ed9i t\u1eeb cu\u1ed9c c\u00e1ch m\u1ea1ng c\u00f4ng nghi\u1ec7p 4.0 \u0111\u1ec3 t\u1ea1o ra s\u1ef1 \u0111\u1ed9t ph\u00e1 trong ph\u00e1t tri\u1ec3n kinh t\u1ebf &#8211; x\u00e3 h\u1ed9i, \u0111\u1ed3ng th\u1eddi \u0111\u1ea3m b\u1ea3o m\u1ed9t t\u01b0\u01a1ng lai b\u1ec1n v\u1eefng cho \u0111\u1ea5t n\u01b0\u1edbc trong b\u1ed1i c\u1ea3nh to\u00e0n c\u1ea7u h\u00f3a v\u00e0 h\u1ed9i nh\u1eadp qu\u1ed1c t\u1ebf.<\/p>\n<h2 id=\"cac-linh-vuc-co-the-ap-dung-chuyen-doi-so\"><span class=\"ez-toc-section\" id=\"Cac_linh_vuc_co_the_ap_dung_chuyen_doi_so\"><\/span>C\u00e1c l\u0129nh v\u1ef1c c\u00f3 th\u1ec3 \u00e1p d\u1ee5ng chuy\u1ec3n \u0111\u1ed5i s\u1ed1<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p style=\"text-align: justify\">C\u00f4ng cu\u1ed9c chuy\u1ec3n \u0111\u1ed5i s\u1ed1 kh\u00f4ng lo\u1ea1i tr\u1eeb b\u1ea5t k\u1ef3 m\u1ed9t doanh nghi\u1ec7p, l\u0129nh v\u1ef1c, ng\u00e0nh ngh\u1ec1 n\u00e0o. \u0110\u00e2y l\u00e0 qu\u00e1 tr\u00ecnh t\u1ea5t y\u1ebfu v\u00e0 b\u1eaft bu\u1ed9c ph\u1ea3i di\u1ec5n ra, trong m\u1ed9t th\u1ebf gi\u1edbi m\u00e0 con ng\u01b0\u1eddi gi\u1edd \u0111\u00e2y c\u00f3 th\u1ec3 \u1ee9ng d\u1ee5ng c\u00f4ng ngh\u1ec7 v\u00e0o m\u1ecdi th\u1ee9.<\/p>\n<ol>\n<li>Chuy\u1ec3n \u0111\u1ed5i s\u1ed1 C\u01a1\u00a0quan Nh\u00e0 n\u01b0\u1edbc<\/li>\n<li>Chuy\u1ec3n \u0111\u1ed5i s\u1ed1 trong Gi\u00e1o d\u1ee5c<\/li>\n<li>Chuy\u1ec3n \u0111\u1ed5i s\u1ed1 trong\u00a0Y t\u1ebf<\/li>\n<li>Chuy\u1ec3n \u0111\u1ed5i s\u1ed1 trong Doanh nghi\u1ec7p<\/li>\n<li>Chuy\u1ec3n \u0111\u1ed5i s\u1ed1 trong Ng\u00e2n h\u00e0ng<\/li>\n<li>Chuy\u1ec3n \u0111\u1ed5i s\u1ed1 trong Logistics<\/li>\n<li>Chuy\u1ec3n \u0111\u1ed5i s\u1ed1 trong N\u00f4ng nghi\u1ec7p<\/li>\n<li>Chuy\u1ec3n \u0111\u1ed5i s\u1ed1 trong C\u00f4ng nghi\u1ec7p<\/li>\n<li>Chuy\u1ec3n \u0111\u1ed5i s\u1ed1 trong B\u00e1o ch\u00ed<\/li>\n<li>Chuy\u1ec3n \u0111\u1ed5i s\u1ed1 trong Du l\u1ecbch<\/li>\n<\/ol>\n<h3 id=\"co-quan-nha-nuoc\"><span class=\"ez-toc-section\" id=\"Chuyen_doi_so_trong_co_quan_Nha_nuoc\"><\/span>Chuy\u1ec3n \u0111\u1ed5i s\u1ed1 trong c\u01a1 quan Nh\u00e0 n\u01b0\u1edbc<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p style=\"text-align: justify\">Chuy\u1ec3n \u0111\u1ed5i s\u1ed1 trong c\u01a1 quan Nh\u00e0 n\u01b0\u1edbc r\u1ea5t quan tr\u1ecdng v\u00e0 kh\u1ea9n thi\u1ebft. V\u1edbi m\u1ed9t l\u01b0\u1ee3ng th\u00f4ng tin, d\u1eef li\u1ec7u kh\u1ed5ng l\u1ed3, chuy\u1ec3n \u0111\u1ed5i s\u1ed1 s\u1ebd gi\u00fap c\u00e1c c\u01a1 quan Nh\u00e0 n\u01b0\u1edbc d\u1ec5 d\u00e0ng qu\u1ea3n l\u00fd, ki\u1ec3m so\u00e1t c\u00f4ng vi\u1ec7c. B\u00ean c\u1ea1nh \u0111\u00f3, chuy\u1ec3n \u0111\u1ed5i s\u1ed1 c\u0169ng gi\u00fap c\u01a1 quan gi\u1ea3i quy\u1ebft nhanh h\u01a1n c\u00e1c th\u1ee7 t\u1ee5c h\u00e0nh ch\u00ednh m\u00e0 kh\u00f4ng \u0111\u1ec3 ng\u01b0\u1eddi d\u00e2n ch\u1edd \u0111\u1ee3i qu\u00e1 l\u00e2u.<\/p>\n<p style=\"text-align: justify\">\u0110i\u1ec3n h\u00ecnh c\u00f3 th\u1ec3 th\u1ea5y C\u0103n c\u01b0\u1edbc c\u00f4ng d\u00e2n, s\u1ed5 h\u1ed9 kh\u1ea9u, BHYT, BHXH,&#8230; \u0111\u00e3 \u0111\u01b0\u1ee3c chuy\u1ec3n sang h\u00ecnh th\u1ee9c \u0111i\u1ec7n t\u1eed, gi\u00fap lo\u1ea1i b\u1ecf c\u00e1c gi\u1ea5y t\u1edd, th\u1ee7 t\u1ee5c r\u01b0\u1eddm r\u00e0 kh\u00f4ng c\u1ea7n thi\u1ebft. Ng\u01b0\u1eddi d\u00e2n c\u0169ng c\u00f3 th\u1ec3 t\u1ef1 tra c\u1ee9u, qu\u1ea3n l\u00fd th\u00f4ng tin c\u1ee7a m\u00ecnh m\u1ed9t c\u00e1ch nhanh ch\u00f3ng, thu\u1eadn ti\u1ec7n.<\/p>\n<p style=\"text-align: justify\">B\u00ean c\u1ea1nh c\u00e1c ch\u01b0\u01a1ng tr\u00ecnh chuy\u1ec3n \u0111\u1ed5i s\u1ed1 qu\u1ed1c gia: chuy\u1ec3n \u0111\u1ed5i s\u1ed1 trong\u00a0x\u00e2y d\u1ef1ng n\u00f4ng th\u00f4n m\u1edbi,\u00a0chuy\u1ec3n \u0111\u1ed5i s\u1ed1 trong \u0111o\u00e0n thanh ni\u00ean,\u00a0chuy\u1ec3n \u0111\u1ed5i s\u1ed1 trong\u00a0qu\u00e2n \u0111\u1ed9i,\u00a0chuy\u1ec3n \u0111\u1ed5i s\u1ed1 trong\u00a0c\u1ea3i c\u00e1ch h\u00e0nh ch\u00ednh,\u00a0chuy\u1ec3n \u0111\u1ed5i s\u1ed1 trong\u00a0c\u00f4ng an nh\u00e2n d\u00e2n,\u00a0chuy\u1ec3n \u0111\u1ed5i s\u1ed1 c\u1ea5p x\u00e3.<\/p>\n<p style=\"text-align: justify\">Tham kh\u1ea3o:<\/p>\n<ul>\n<li style=\"text-align: justify\">C\u00f4ng d\u00e2n s\u1ed1 l\u00e0 g\u00ec?<\/li>\n<li style=\"text-align: justify\">X\u00e3 h\u1ed9i s\u1ed1 l\u00e0 g\u00ec?<\/li>\n<li style=\"text-align: justify\">Ch\u00ednh ph\u1ee7 s\u1ed1 l\u00e0 g\u00ec?<\/li>\n<\/ul>\n<h3 id=\"chuyen-doi-so-giao-duc\"><span class=\"ez-toc-section\" id=\"Chuyen_doi_so_trong_giao_duc\"><\/span>Chuy\u1ec3n \u0111\u1ed5i s\u1ed1 trong gi\u00e1o d\u1ee5c<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p style=\"text-align: justify\">Chuy\u1ec3n \u0111\u1ed5i s\u1ed1 trong gi\u00e1o d\u1ee5c l\u00e0 \u00e1p d\u1ee5ng c\u00f4ng ngh\u1ec7 k\u1ef9 thu\u1eadt s\u1ed1 v\u00e0o ph\u01b0\u01a1ng ph\u00e1p gi\u1ea3ng d\u1ea1y, x\u00e2y d\u1ef1ng h\u1ec7 th\u1ed1ng h\u1ecdc li\u1ec7u s\u1ed1, c\u1ea3i ti\u1ebfn c\u00e1c thi\u1ebft b\u1ecb, c\u00f4ng c\u1ee5 h\u1ed7 tr\u1ee3 h\u1ecdc t\u1eadp, n\u00e2ng cao tr\u1ea3i nghi\u1ec7m c\u1ee7a h\u1ecdc sinh v\u00e0 ng\u01b0\u1eddi tham gia \u0111\u00e0o t\u1ea1o. Bao g\u1ed3m qu\u1ea3n l\u00fd gi\u00e1o d\u1ee5c v\u00e0 c\u00e1c b\u1eadc gi\u00e1o d\u1ee5c m\u1ea7m non, ti\u1ec3u h\u1ecdc, trung h\u1ecdc v\u00e0 \u0111\u1ea1i h\u1ecdc.<\/p>\n<p style=\"text-align: justify\">L\u1ee3i \u00edch c\u1ee7a chuy\u1ec3n \u0111\u1ed5i s\u1ed1 trong gi\u00e1o d\u1ee5c:<\/p>\n<ul>\n<li>\n<p style=\"text-align: justify\">T\u0103ng l\u01b0u l\u01b0\u1ee3ng\u00a0truy c\u1eadp: C\u00e1c n\u1ec1n t\u1ea3ng h\u1ecdc tr\u1ef1c tuy\u1ebfn v\u00e0 \u1ee9ng d\u1ee5ng di \u0111\u1ed9ng gi\u00fap cho h\u1ecdc sinh v\u00e0 sinh vi\u00ean c\u00f3 th\u1ec3 truy c\u1eadp v\u00e0o t\u00e0i li\u1ec7u gi\u00e1o d\u1ee5c m\u1ecdi l\u00fac m\u1ecdi n\u01a1i, t\u1eeb \u0111\u00f3 gi\u00fap t\u0103ng c\u01b0\u1eddng kh\u1ea3 n\u0103ng ti\u1ebfp c\u1eadn gi\u00e1o d\u1ee5c cho nh\u1eefng ng\u01b0\u1eddi kh\u00f4ng c\u00f3 \u0111i\u1ec1u ki\u1ec7n ho\u1eb7c kh\u00f3 kh\u0103n trong vi\u1ec7c ti\u1ebfp c\u1eadn gi\u00e1o d\u1ee5c truy\u1ec1n th\u1ed1ng.<\/p>\n<\/li>\n<li>\n<p style=\"text-align: justify\">N\u00e2ng cao tr\u1ea3i nghi\u1ec7m h\u1ecdc t\u1eadp: C\u00e1c c\u00f4ng ngh\u1ec7 s\u1ed1 nh\u01b0 th\u1ef1c t\u1ebf \u1ea3o (VR) v\u00e0 tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (AI) gi\u00fap t\u1ea1o ra m\u00f4i tr\u01b0\u1eddng h\u1ecdc t\u1eadp t\u01b0\u01a1ng t\u00e1c v\u00e0 th\u00fa v\u1ecb h\u01a1n cho h\u1ecdc sinh v\u00e0 sinh vi\u00ean. Ngo\u00e0i ra, c\u00e1c \u1ee9ng d\u1ee5ng di \u0111\u1ed9ng v\u00e0 n\u1ec1n t\u1ea3ng h\u1ecdc tr\u1ef1c tuy\u1ebfn c\u0169ng gi\u00fap cho h\u1ecdc sinh v\u00e0 sinh vi\u00ean c\u00f3 th\u1ec3 h\u1ecdc t\u1eadp theo t\u1ed1c \u0111\u1ed9 c\u1ee7a m\u00ecnh v\u00e0 t\u00f9y ch\u1ec9nh \u0111\u01b0\u1ee3c ph\u01b0\u01a1ng ph\u00e1p h\u1ecdc t\u1eadp ph\u00f9 h\u1ee3p v\u1edbi n\u0103ng l\u1ef1c v\u00e0 s\u1edf th\u00edch c\u1ee7a m\u00ecnh.<\/p>\n<\/li>\n<li>\n<p style=\"text-align: justify\">\u0110\u00e1nh gi\u00e1 v\u00e0 ph\u1ea3n h\u1ed3i: C\u00e1c c\u00f4ng ngh\u1ec7 s\u1ed1 nh\u01b0 tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (AI) c\u0169ng gi\u00fap cho c\u00e1c gi\u00e1o vi\u00ean v\u00e0 tr\u01b0\u1eddng h\u1ecdc c\u00f3 th\u1ec3 \u0111\u00e1nh gi\u00e1 n\u0103ng l\u1ef1c v\u00e0 ti\u1ebfn \u0111\u1ed9 h\u1ecdc t\u1eadp c\u1ee7a h\u1ecdc sinh v\u00e0 sinh vi\u00ean m\u1ed9t c\u00e1ch nhanh ch\u00f3ng v\u00e0 ch\u00ednh x\u00e1c h\u01a1n. Ngo\u00e0i ra, c\u00e1c \u1ee9ng d\u1ee5ng di \u0111\u1ed9ng v\u00e0 n\u1ec1n t\u1ea3ng h\u1ecdc tr\u1ef1c tuy\u1ebfn c\u0169ng gi\u00fap cho gi\u00e1o vi\u00ean c\u00f3 th\u1ec3 cung c\u1ea5p ph\u1ea3n h\u1ed3i v\u00e0 h\u1ed7 tr\u1ee3 h\u1ecdc t\u1eadp cho h\u1ecdc sinh v\u00e0 sinh vi\u00ean m\u1ed9t c\u00e1ch hi\u1ec7u qu\u1ea3 h\u01a1n.<\/p>\n<\/li>\n<li>\n<p style=\"text-align: justify\">Qu\u1ea3n l\u00fd v\u00e0 t\u1ed5 ch\u1ee9c gi\u00e1o d\u1ee5c: C\u00e1c n\u1ec1n t\u1ea3ng qu\u1ea3n l\u00fd gi\u00e1o d\u1ee5c v\u00e0 c\u00e1c h\u1ec7 th\u1ed1ng th\u00f4ng tin gi\u00e1o d\u1ee5c gi\u00fap cho c\u00e1c tr\u01b0\u1eddng h\u1ecdc c\u00f3 th\u1ec3 qu\u1ea3n l\u00fd h\u1ed3 s\u01a1 h\u1ecdc sinh v\u00e0 sinh vi\u00ean, l\u1ecbch h\u1ecdc, \u0111\u1ec1 c\u01b0\u01a1ng b\u00e0i h\u1ecdc v\u00e0 c\u00e1c t\u00e0i li\u1ec7u gi\u00e1o d\u1ee5c m\u1ed9t c\u00e1ch d\u1ec5 d\u00e0ng v\u00e0 hi\u1ec7u qu\u1ea3 h\u01a1n.<\/p>\n<\/li>\n<\/ul>\n<p style=\"text-align: center\"><img decoding=\"async\" alt=\"\u1ee8ng d\u1ee5ng chuy\u1ec3n \u0111\u1ed5i s\u1ed1 trong gi\u00e1o d\u1ee5c\" src=\"https:\/\/www.pace.edu.vn\/uploads\/news\/2023\/04\/thuc-trang-chuyen-doi-so-trong-giao-duc.jpg\" style=\"width: 1000px;height: 525px\"><\/p>\n<h3 id=\"chuyen-doi-so-y-te\"><span class=\"ez-toc-section\" id=\"Chuyen_doi_so_trong_linh_vuc_y_te\"><\/span>Chuy\u1ec3n \u0111\u1ed1i s\u1ed1 trong l\u0129nh v\u1ef1c y t\u1ebf<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p style=\"text-align: justify\">Chuy\u1ec3n \u0111\u1ed5i s\u1ed1 trong Y t\u1ebf l\u00e0 s\u1eed d\u1ee5ng c\u00e1c trang thi\u1ebft b\u1ecb k\u1ef9 thu\u1eadt s\u1ed1 hi\u1ec7n \u0111\u1ea1i v\u00e0 c\u00f4ng ngh\u1ec7 s\u1ed1 gi\u00fap cho vi\u1ec7c ch\u0103m s\u00f3c s\u1ee9c kh\u1ecfe tr\u1edf n\u00ean thu\u1eadn ti\u1ec7n h\u01a1n, hi\u1ec7u qu\u1ea3 h\u01a1n v\u00e0 to\u00e0n di\u1ec7n h\u01a1n cho b\u1ec7nh nh\u00e2n v\u00e0 c\u00e1c nh\u00e0 cung c\u1ea5p d\u1ecbch v\u1ee5 y t\u1ebf.<\/p>\n<p>L\u1ee3i \u00edch c\u1ee7a chuy\u1ec3n \u0111\u1ed5i s\u1ed1 trong ng\u00e0nh y t\u1ebf:<\/p>\n<ul>\n<li>\n<p style=\"text-align: justify\">Qu\u1ea3n l\u00fd th\u00f4ng tin y t\u1ebf: C\u00f4ng ngh\u1ec7 th\u00f4ng tin y t\u1ebf gi\u00fap qu\u1ea3n l\u00fd th\u00f4ng tin y t\u1ebf c\u1ee7a b\u1ec7nh nh\u00e2n m\u1ed9t c\u00e1ch an to\u00e0n, \u0111\u00e1ng tin c\u1eady v\u00e0 hi\u1ec7u qu\u1ea3. C\u00e1c b\u1ec7nh vi\u1ec7n, ph\u00f2ng kh\u00e1m v\u00e0 c\u00e1c c\u01a1 s\u1edf y t\u1ebf kh\u00e1c c\u00f3 th\u1ec3 s\u1eed d\u1ee5ng c\u00e1c h\u1ec7 th\u1ed1ng th\u00f4ng tin y t\u1ebf \u0111\u1ec3 qu\u1ea3n l\u00fd c\u00e1c th\u00f4ng tin v\u1ec1 b\u1ec7nh nh\u00e2n, l\u1ecbch s\u1eed b\u1ec7nh \u00e1n, k\u1ebft qu\u1ea3 x\u00e9t nghi\u1ec7m v\u00e0 \u0111\u01a1n thu\u1ed1c m\u1ed9t c\u00e1ch d\u1ec5 d\u00e0ng v\u00e0 nhanh ch\u00f3ng.<\/p>\n<\/li>\n<li>\n<p style=\"text-align: justify\">C\u1ea3i thi\u1ec7n tr\u1ea3i nghi\u1ec7m ng\u01b0\u1eddi d\u00f9ng: C\u00e1c \u1ee9ng d\u1ee5ng di \u0111\u1ed9ng v\u00e0 c\u00e1c thi\u1ebft b\u1ecb y t\u1ebf th\u00f4ng minh gi\u00fap ng\u01b0\u1eddi d\u00f9ng c\u00f3 th\u1ec3 truy c\u1eadp th\u00f4ng tin y t\u1ebf c\u1ee7a m\u00ecnh m\u1ecdi l\u00fac m\u1ecdi n\u01a1i, gi\u00fap cho vi\u1ec7c ch\u0103m s\u00f3c s\u1ee9c kh\u1ecfe tr\u1edf n\u00ean thu\u1eadn ti\u1ec7n h\u01a1n. Ngo\u00e0i ra, c\u00e1c c\u00f4ng ngh\u1ec7 n\u00e0y c\u0169ng gi\u00fap cho b\u1ec7nh nh\u00e2n c\u00f3 th\u1ec3 theo d\u00f5i s\u1ee9c kh\u1ecfe c\u1ee7a m\u00ecnh v\u00e0 tham gia v\u00e0o qu\u00e1 tr\u00ecnh ch\u0103m s\u00f3c s\u1ee9c kh\u1ecfe m\u1ed9t c\u00e1ch t\u00edch c\u1ef1c h\u01a1n.<\/p>\n<\/li>\n<li>\n<p style=\"text-align: justify\">T\u0103ng kh\u1ea3 n\u0103ng ch\u1ea9n \u0111o\u00e1n v\u00e0 \u0111i\u1ec1u tr\u1ecb: Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (AI) v\u00e0 c\u00e1c c\u00f4ng ngh\u1ec7 kh\u00e1c c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng \u0111\u1ec3 gi\u00fap ch\u1ea9n \u0111o\u00e1n b\u1ec7nh v\u00e0 \u0111\u01b0a ra c\u00e1c k\u1ebf ho\u1ea1ch \u0111i\u1ec1u tr\u1ecb hi\u1ec7u qu\u1ea3 h\u01a1n. C\u00e1c h\u1ec7 th\u1ed1ng th\u00f4ng tin y t\u1ebf c\u0169ng gi\u00fap cho c\u00e1c b\u00e1c s\u0129 v\u00e0 nh\u00e2n vi\u00ean y t\u1ebf c\u00f3 th\u1ec3 truy c\u1eadp c\u00e1c th\u00f4ng tin y t\u1ebf c\u1ee7a b\u1ec7nh nh\u00e2n m\u1ed9t c\u00e1ch nhanh ch\u00f3ng v\u00e0 d\u1ec5 d\u00e0ng h\u01a1n, gi\u00fap cho qu\u00e1 tr\u00ecnh ch\u0103m s\u00f3c s\u1ee9c kh\u1ecfe tr\u1edf n\u00ean hi\u1ec7u qu\u1ea3 h\u01a1n.<\/p>\n<\/li>\n<li>\n<p style=\"text-align: justify\">Nghi\u00ean c\u1ee9u y t\u1ebf: C\u00e1c c\u00f4ng ngh\u1ec7 s\u1ed1 c\u0169ng gi\u00fap cho c\u00e1c nh\u00e0 nghi\u00ean c\u1ee9u y t\u1ebf c\u00f3 th\u1ec3 thu th\u1eadp v\u00e0 ph\u00e2n t\u00edch d\u1eef li\u1ec7u y t\u1ebf m\u1ed9t c\u00e1ch nhanh ch\u00f3ng v\u00e0 hi\u1ec7u qu\u1ea3 h\u01a1n. Gi\u00fap cho c\u00e1c nh\u00e0 nghi\u00ean c\u1ee9u c\u00f3 th\u1ec3 \u0111\u01b0a ra c\u00e1c ph\u00e1t hi\u1ec7n m\u1edbi v\u00e0 \u0111\u01b0a ra c\u00e1c gi\u1ea3i ph\u00e1p \u0111i\u1ec1u tr\u1ecb hi\u1ec7u qu\u1ea3 h\u01a1n cho c\u00e1c b\u1ec7nh t\u1eadt.<\/p>\n<\/li>\n<\/ul>\n<p style=\"text-align: center\"><img decoding=\"async\" alt=\"Chuy\u1ec3n \u0111\u1ed5i s\u1ed1 trong l\u0129nh v\u1ef1c y t\u1ebf\" src=\"https:\/\/www.pace.edu.vn\/uploads\/news\/2023\/08\/5-giai-phap-khi-chuyen-doi-so-y-te.jpg\" style=\"width: 1000px;height: 525px\"><\/p>\n<h3 id=\"chuyen-doi-so-doanh-nghiep\"><span class=\"ez-toc-section\" id=\"Chuyen_doi_so_trong_doanh_nghiep\"><\/span>Chuy\u1ec3n \u0111\u1ed5i s\u1ed1 trong doanh nghi\u1ec7p<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p style=\"text-align: justify\">Chuy\u1ec3n \u0111\u1ed5i s\u1ed1 trong doanh nghi\u1ec7p\u00a0l\u00e0 qu\u00e1 tr\u00ecnh thay \u0111\u1ed5i t\u01b0 duy v\u00e0 \u1ee9ng d\u1ee5ng c\u00f4ng ngh\u1ec7 gi\u00fap cho doanh nghi\u1ec7p t\u1ed1i \u01b0u h\u00f3a c\u00e1c quy tr\u00ecnh s\u1ea3n xu\u1ea5t v\u00e0 kinh doanh, t\u0103ng t\u00ednh t\u01b0\u01a1ng t\u00e1c v\u1edbi kh\u00e1ch h\u00e0ng, t\u0103ng b\u1ea3o m\u1eadt v\u00e0 an to\u00e0n th\u00f4ng tin, qu\u1ea3n l\u00fd v\u00e0 gi\u00e1m s\u00e1t c\u00e1c ho\u1ea1t \u0111\u1ed9ng kinh doanh m\u1ed9t c\u00e1ch hi\u1ec7u qu\u1ea3 h\u01a1n.<\/p>\n<p style=\"text-align: justify\">L\u1ee3i \u00edch c\u1ee7a chuy\u1ec3n \u0111\u1ed5i s\u1ed1 trong doanh nghi\u1ec7p:<\/p>\n<ul>\n<li>\n<p style=\"text-align: justify\">T\u0103ng n\u0103ng su\u1ea5t v\u00e0 hi\u1ec7u qu\u1ea3: C\u00e1c c\u00f4ng ngh\u1ec7 s\u1ed1 gi\u00fap cho doanh nghi\u1ec7p t\u1ed1i \u01b0u h\u00f3a c\u00e1c quy tr\u00ecnh s\u1ea3n xu\u1ea5t v\u00e0 kinh doanh, gi\u00fap t\u0103ng c\u01b0\u1eddng n\u0103ng su\u1ea5t v\u00e0 hi\u1ec7u qu\u1ea3 v\u1eadn h\u00e0nh. C\u00e1c c\u00f4ng ngh\u1ec7 nh\u01b0 AI v\u00e0 ph\u00e2n t\u00edch d\u1eef li\u1ec7u c\u00f3 th\u1ec3 gi\u00fap cho doanh nghi\u1ec7p d\u1ef1 \u0111o\u00e1n xu h\u01b0\u1edbng th\u1ecb tr\u01b0\u1eddng, t\u1ed1i \u01b0u h\u00f3a quy tr\u00ecnh s\u1ea3n xu\u1ea5t v\u00e0 qu\u1ea3n l\u00fd kho h\u00e0ng, gi\u00fap t\u0103ng c\u01b0\u1eddng n\u0103ng su\u1ea5t v\u00e0 gi\u1ea3m chi ph\u00ed.<\/p>\n<\/li>\n<li>\n<p style=\"text-align: justify\">T\u0103ng t\u00ednh\u00a0t\u01b0\u01a1ng t\u00e1c v\u00e0 tr\u1ea3i nghi\u1ec7m kh\u00e1ch h\u00e0ng: C\u00e1c c\u00f4ng ngh\u1ec7 v\u00e0 \u1ee9ng d\u1ee5ng gi\u00fap\u00a0cho doanh nghi\u1ec7p c\u00f3 th\u1ec3 t\u01b0\u01a1ng t\u00e1c\u00a0v\u1edbi kh\u00e1ch h\u00e0ng nhanh ch\u00f3ng, gi\u00fap kh\u00e1ch h\u00e0ng c\u00f3 tr\u1ea3i nghi\u1ec7m t\u1ed1t h\u01a1n v\u1edbi s\u1ea3n ph\u1ea9m v\u00e0 d\u1ecbch v\u1ee5 c\u1ee7a doanh nghi\u1ec7p.<\/p>\n<\/li>\n<li>\n<p style=\"text-align: justify\">T\u0103ng c\u01b0\u1eddng b\u1ea3o m\u1eadt v\u00e0 an to\u00e0n th\u00f4ng tin: C\u00e1c c\u00f4ng ngh\u1ec7 s\u1ed1 nh\u01b0 blockchain v\u00e0 IoT gi\u00fap t\u0103ng c\u01b0\u1eddng b\u1ea3o m\u1eadt v\u00e0 an to\u00e0n th\u00f4ng tin cho doanh nghi\u1ec7p. Blockchain gi\u00fap cho vi\u1ec7c l\u01b0u tr\u1eef v\u00e0 qu\u1ea3n l\u00fd d\u1eef li\u1ec7u tr\u1edf n\u00ean an to\u00e0n h\u01a1n, trong khi IoT gi\u00fap cho doanh nghi\u1ec7p theo d\u00f5i v\u00e0 qu\u1ea3n l\u00fd c\u00e1c thi\u1ebft b\u1ecb m\u1ed9t c\u00e1ch an to\u00e0n v\u00e0 hi\u1ec7u qu\u1ea3.<\/p>\n<\/li>\n<li>\n<p style=\"text-align: justify\">T\u0103ng c\u01b0\u1eddng qu\u1ea3n l\u00fd v\u00e0 gi\u00e1m s\u00e1t: C\u00f4ng ngh\u1ec7 s\u1ed1 gi\u00fap cho doanh nghi\u1ec7p c\u00f3 th\u1ec3 qu\u1ea3n l\u00fd v\u00e0 gi\u00e1m s\u00e1t c\u00e1c ho\u1ea1t \u0111\u1ed9ng kinh doanh m\u1ed9t c\u00e1ch hi\u1ec7u qu\u1ea3 h\u01a1n. C\u00e1c h\u1ec7 th\u1ed1ng qu\u1ea3n l\u00fd doanh nghi\u1ec7p gi\u00fap qu\u1ea3n l\u00fd t\u00e0i ch\u00ednh, s\u1ea3n xu\u1ea5t, nh\u00e2n s\u1ef1 v\u00e0 c\u00e1c ho\u1ea1t \u0111\u1ed9ng kinh doanh kh\u00e1c m\u1ed9t c\u00e1ch d\u1ec5 d\u00e0ng v\u00e0 hi\u1ec7u qu\u1ea3 h\u01a1n.<\/p>\n<\/li>\n<\/ul>\n<p style=\"text-align: center\"><img decoding=\"async\" alt=\"Chuy\u1ec3n \u0111\u1ed5i s\u1ed1 trong doanh nghi\u1ec7p\" src=\"https:\/\/www.pace.edu.vn\/uploads\/news\/2023\/04\/khai-niem-chuyen-doi-so-trong-doanh-nghiep.jpg\" style=\"width: 1000px;height: 525px\"><\/p>\n<h3 id=\"chuyen-doi-so-ngan-hang\"><span class=\"ez-toc-section\" id=\"Chuyen_doi_so_trong_ngan_hang\"><\/span>Chuy\u1ec3n \u0111\u1ed5i s\u1ed1 trong ng\u00e2n h\u00e0ng<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p style=\"text-align: justify\">Chuy\u1ec3n \u0111\u1ed5i s\u1ed1 trong ng\u00e2n h\u00e0ng l\u00e0 s\u1eed d\u1ee5ng c\u00e1c c\u00f4ng ngh\u1ec7 v\u00e0 k\u1ef9 thu\u1eadt s\u1ed1 s\u1ed1 \u0111\u1ec3 t\u1ed1i \u01b0u ho\u00e1 c\u00e1c quy tr\u00ecnh ho\u1ea1t \u0111\u1ed9ng ng\u00e2n h\u00e0ng nh\u01b0 giao d\u1ecbch t\u00e0i ch\u00ednh, qu\u1ea3n l\u00fd r\u1ee7i ro, qu\u1ea3n l\u00fd kh\u00e1ch h\u00e0ng, qu\u1ea3n l\u00fd d\u1ecbch v\u1ee5 v\u00e0 nhi\u1ec1u ho\u1ea1t \u0111\u1ed9ng kh\u00e1c. C\u00e1c c\u00f4ng ngh\u1ec7 s\u1ed1 th\u01b0\u1eddng \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng trong chuy\u1ec3n \u0111\u1ed5i s\u1ed1 trong ng\u00e2n h\u00e0ng bao g\u1ed3m tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o, ph\u00e2n t\u00edch d\u1eef li\u1ec7u, blockchain, t\u01b0\u01a1ng t\u00e1c tr\u1ef1c tuy\u1ebfn v\u1edbi kh\u00e1ch h\u00e0ng v\u00e0 c\u00e1c c\u00f4ng ngh\u1ec7 kh\u00e1c.<\/p>\n<p style=\"text-align: justify\">L\u1ee3i \u00edch c\u1ee7a chuy\u1ec3n \u0111\u1ed5i s\u1ed1 trong ng\u00e2n h\u00e0ng:<\/p>\n<ul>\n<li>\n<p style=\"text-align: justify\">T\u0103ng tr\u1ea3i nghi\u1ec7m kh\u00e1ch h\u00e0ng: S\u1eed d\u1ee5ng c\u00f4ng ngh\u1ec7 s\u1ed1 gi\u00fap c\u1ea3i thi\u1ec7n tr\u1ea3i nghi\u1ec7m kh\u00e1ch h\u00e0ng th\u00f4ng qua d\u1ecbch v\u1ee5 ng\u00e2n h\u00e0ng tr\u1ef1c tuy\u1ebfn, \u1ee9ng d\u1ee5ng di \u0111\u1ed9ng v\u00e0 c\u00e1c c\u00f4ng c\u1ee5 t\u1ef1 \u0111\u1ed9ng h\u00f3a. Kh\u00e1ch h\u00e0ng c\u00f3 th\u1ec3 th\u1ef1c hi\u1ec7n c\u00e1c giao d\u1ecbch ng\u00e2n h\u00e0ng m\u1ed9t c\u00e1ch thu\u1eadn ti\u1ec7n v\u00e0 nhanh ch\u00f3ng, t\u1eeb vi\u1ec7c ki\u1ec3m tra s\u1ed1 d\u01b0 t\u00e0i kho\u1ea3n, chuy\u1ec3n ti\u1ec1n, \u0111\u1ea7u t\u01b0, cho \u0111\u1ebfn vay v\u1ed1n.<\/p>\n<\/li>\n<li>\n<p style=\"text-align: justify\">T\u1ed1i \u01b0u ho\u00e1 quy tr\u00ecnh: Chuy\u1ec3n \u0111\u1ed5i s\u1ed1 gi\u00fap ng\u00e2n h\u00e0ng t\u0103ng c\u01b0\u1eddng hi\u1ec7u su\u1ea5t v\u00e0 gi\u1ea3m thi\u1ec3u th\u1eddi gian x\u1eed l\u00fd th\u00f4ng qua t\u1ef1 \u0111\u1ed9ng h\u00f3a quy tr\u00ecnh. Vi\u1ec7c \u00e1p d\u1ee5ng tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o v\u00e0 ph\u00e2n t\u00edch d\u1eef li\u1ec7u trong ng\u00e2n h\u00e0ng gi\u00fap t\u1ef1 \u0111\u1ed9ng x\u00e1c minh kh\u00e1ch h\u00e0ng, ph\u00e2n t\u00edch r\u1ee7i ro t\u00edn d\u1ee5ng, qu\u1ea3n l\u00fd t\u00e0i ch\u00ednh v\u00e0 t\u1ed1i \u01b0u h\u00f3a chi ph\u00ed ho\u1ea1t \u0111\u1ed9ng.<\/p>\n<\/li>\n<li>\n<p style=\"text-align: justify\">B\u1ea3o m\u1eadt th\u00f4ng tin: Chuy\u1ec3n \u0111\u1ed5i s\u1ed1 trong ng\u00e2n h\u00e0ng \u0111\u1eb7c bi\u1ec7t quan t\u00e2m \u0111\u1ebfn b\u1ea3o m\u1eadt th\u00f4ng tin kh\u00e1ch h\u00e0ng. C\u00e1c c\u00f4ng ngh\u1ec7 b\u1ea3o m\u1eadt nh\u01b0 m\u00e3 h\u00f3a d\u1eef li\u1ec7u, ch\u1ee9ng th\u1ef1c hai y\u1ebfu t\u1ed1 v\u00e0 qu\u1ea3n l\u00fd quy\u1ec1n truy c\u1eadp gi\u00fap \u0111\u1ea3m b\u1ea3o r\u1eb1ng th\u00f4ng tin t\u00e0i ch\u00ednh c\u00e1 nh\u00e2n v\u00e0 giao d\u1ecbch c\u1ee7a kh\u00e1ch h\u00e0ng \u0111\u01b0\u1ee3c b\u1ea3o v\u1ec7 an to\u00e0n.<\/p>\n<\/li>\n<li>\n<p style=\"text-align: justify\">Qu\u1ea3n l\u00fd r\u1ee7i ro t\u1ed1t h\u01a1n: C\u00f4ng ngh\u1ec7 chuy\u1ec3n \u0111\u1ed5i s\u1ed1 cung c\u1ea5p c\u00e1c c\u00f4ng c\u1ee5 ph\u00e2n t\u00edch d\u1eef li\u1ec7u m\u1ea1nh m\u1ebd \u0111\u1ec3 ph\u00e1t hi\u1ec7n, \u0111\u00e1nh gi\u00e1 v\u00e0 qu\u1ea3n l\u00fd r\u1ee7i ro t\u00e0i ch\u00ednh. Ng\u00e2n h\u00e0ng c\u00f3 th\u1ec3 s\u1eed d\u1ee5ng c\u00e1c thu\u1eadt to\u00e1n v\u00e0 m\u00f4 h\u00ecnh d\u1ef1 \u0111o\u00e1n \u0111\u1ec3 \u0111\u1ecbnh gi\u00e1 r\u1ee7i ro, ph\u00e1t hi\u1ec7n gian l\u1eadn v\u00e0 ph\u00f2ng ng\u1eeba c\u00e1c ho\u1ea1t \u0111\u1ed9ng gian l\u1eadn.<\/p>\n<\/li>\n<li>\n<p style=\"text-align: justify\">Th\u00edch \u1ee9ng v\u00e0\u00a0c\u1ea1nh tranh: Chuy\u1ec3n \u0111\u1ed5i s\u1ed1 gi\u00fap ng\u00e2n h\u00e0ng nhanh ch\u00f3ng th\u00edch \u1ee9ng v\u1edbi s\u1ef1 thay \u0111\u1ed5i trong ng\u00e0nh v\u00e0 cung c\u1ea5p c\u00e1c d\u1ecbch v\u1ee5 v\u00e0 s\u1ea3n ph\u1ea9m m\u1edbi. Vi\u1ec7c \u00e1p d\u1ee5ng c\u00e1c c\u00f4ng ngh\u1ec7 ti\u00ean ti\u1ebfn gi\u00fap ng\u00e2n h\u00e0ng thu h\u00fat kh\u00e1ch h\u00e0ng m\u1edbi v\u00e0 duy tr\u00ec s\u1ef1 h\u00e0i l\u00f2ng c\u1ee7a kh\u00e1ch h\u00e0ng hi\u1ec7n t\u1ea1i.<\/p>\n<\/li>\n<\/ul>\n<p style=\"text-align: center\"><img decoding=\"async\" alt=\"Chuy\u1ec3n \u0111\u1ed5i s\u1ed1 trong ng\u00e0nh ng\u00e2n h\u00e0ng\" src=\"https:\/\/www.pace.edu.vn\/uploads\/news\/2023\/08\/8-quy-trinh-chuyen-doi-so-ngan-hang.jpg\" style=\"width: 1000px;height: 525px\"><\/p>\n<h3 id=\"chuyen-doi-so-logictics\"><span class=\"ez-toc-section\" id=\"Chuyen_doi_so_trong_logistics\"><\/span>Chuy\u1ec3n \u0111\u1ed5i s\u1ed1 trong logistics<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p style=\"text-align: justify\">Chuy\u1ec3n \u0111\u1ed5i s\u1ed1 trong logistics l\u00e0 qu\u00e1 tr\u00ecnh thay \u0111\u1ed5i t\u01b0 duy c\u00f4ng ngh\u1ec7 v\u00e0 \u00e1p d\u1ee5ng c\u00f4ng ngh\u1ec7 s\u1ed1 \u0111\u1ec3 t\u1ed1i \u01b0u h\u00f3a quy tr\u00ecnh v\u1eadn chuy\u1ec3n h\u00e0ng h\u00f3a v\u00e0 qu\u1ea3n l\u00fd kho gi\u00fap t\u1ea1o \u0111\u1ed9t ph\u00e1, lo\u1ea1i b\u1ecf s\u1ef1 tr\u00ec tr\u1ec7 \u0111\u1ec3 n\u00e2ng cao n\u0103ng l\u1ef1c c\u1ea1nh tranh, gi\u1ea3m chi ph\u00ed, c\u00f3 th\u00eam nhi\u1ec1u kh\u00e1ch h\u00e0ng v\u00e0 \u0111\u1ea1t t\u1ed1i \u0111a l\u1ee3i nhu\u1eadn.<\/p>\n<p style=\"text-align: justify\">C\u00f3 m\u1ed9t s\u1ed1 l\u1ee3i \u00edch quan tr\u1ecdng c\u1ee7a chuy\u1ec3n \u0111\u1ed5i s\u1ed1 trong logistics:<\/p>\n<ul>\n<li>\n<p style=\"text-align: justify\">T\u0103ng hi\u1ec7u su\u1ea5t: Chuy\u1ec3n \u0111\u1ed5i s\u1ed1 gi\u00fap t\u0103ng c\u01b0\u1eddng \u0111\u1ed9 ch\u00ednh x\u00e1c v\u00e0 hi\u1ec7u su\u1ea5t trong qu\u00e1 tr\u00ecnh v\u1eadn chuy\u1ec3n h\u00e0ng h\u00f3a v\u00e0 qu\u1ea3n l\u00fd kho. B\u1eb1ng c\u00e1ch s\u1eed d\u1ee5ng c\u00e1c c\u00f4ng ngh\u1ec7 nh\u01b0 IoT v\u00e0 tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o, gi\u00fap theo d\u00f5i v\u00e0 qu\u1ea3n l\u00fd h\u00e0ng h\u00f3a trong th\u1eddi gian th\u1ef1c, t\u1eeb qu\u00e1 tr\u00ecnh giao nh\u1eadn, v\u1ecb tr\u00ed v\u00e0 \u0111i\u1ec1u ki\u1ec7n l\u01b0u tr\u1eef, \u0111\u1ebfn qu\u00e1 tr\u00ecnh ki\u1ec3m so\u00e1t ch\u1ea5t l\u01b0\u1ee3ng.<\/p>\n<\/li>\n<li>\n<p style=\"text-align: justify\">T\u1ed1i \u01b0u h\u00f3a quy tr\u00ecnh v\u1eadn chuy\u1ec3n: Chuy\u1ec3n \u0111\u1ed5i s\u1ed1 trong logistics cho ph\u00e9p t\u1ed1i \u01b0u h\u00f3a quy tr\u00ecnh v\u1eadn chuy\u1ec3n h\u00e0ng h\u00f3a. B\u1eb1ng c\u00e1ch s\u1eed d\u1ee5ng ph\u00e2n t\u00edch d\u1eef li\u1ec7u v\u00e0 tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o, b\u1ea1n c\u00f3 th\u1ec3 d\u1ef1 \u0111o\u00e1n t\u1ea3i tr\u1ecdng v\u00e0 tuy\u1ebfn \u0111\u01b0\u1eddng t\u1ed1i \u01b0u, t\u1eeb vi\u1ec7c l\u1ef1a ch\u1ecdn ph\u01b0\u01a1ng ti\u1ec7n v\u1eadn chuy\u1ec3n ph\u00f9 h\u1ee3p \u0111\u1ebfn l\u1eadp l\u1ecbch v\u1eadn chuy\u1ec3n hi\u1ec7u qu\u1ea3. Gi\u00fap gi\u1ea3m thi\u1ec3u th\u1eddi gian v\u00e0 chi ph\u00ed v\u1eadn chuy\u1ec3n.<\/p>\n<\/li>\n<li>\n<p style=\"text-align: justify\">Qu\u1ea3n l\u00fd kho hi\u1ec7u qu\u1ea3: Chuy\u1ec3n \u0111\u1ed5i s\u1ed1 cho ph\u00e9p qu\u1ea3n l\u00fd kho v\u1edbi hi\u1ec7u qu\u1ea3 cao h\u01a1n. C\u00e1c c\u00f4ng ngh\u1ec7 nh\u01b0 IoT v\u00e0 tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o gi\u00fap t\u1ef1 \u0111\u1ed9ng h\u00f3a qu\u00e1 tr\u00ecnh ki\u1ec3m k\u00ea h\u00e0ng h\u00f3a, gi\u00e1m s\u00e1t nhi\u1ec7t \u0111\u1ed9 v\u00e0 \u0111\u1ed9 \u1ea9m trong kho, v\u00e0 qu\u1ea3n l\u00fd l\u01b0u tr\u1eef h\u00e0ng h\u00f3a m\u1ed9t c\u00e1ch th\u00f4ng minh. Gi\u00fap gi\u1ea3m thi\u1ec3u sai s\u00f3t v\u00e0 th\u1ea5t tho\u00e1t trong qu\u00e1 tr\u00ecnh qu\u1ea3n l\u00fd kho.<\/p>\n<\/li>\n<li>\n<p style=\"text-align: justify\">C\u1ea3i thi\u1ec7n tr\u1ea3i nghi\u1ec7m kh\u00e1ch h\u00e0ng: Chuy\u1ec3n \u0111\u1ed5i s\u1ed1 logistics cung c\u1ea5p tr\u1ea3i nghi\u1ec7m t\u1ed1t h\u01a1n cho kh\u00e1ch h\u00e0ng. B\u1eb1ng c\u00e1ch s\u1eed d\u1ee5ng c\u00e1c \u1ee9ng d\u1ee5ng di \u0111\u1ed9ng v\u00e0 giao di\u1ec7n tr\u1ef1c tuy\u1ebfn, kh\u00e1ch h\u00e0ng c\u00f3 th\u1ec3 theo d\u00f5i v\u00e0 ki\u1ec3m tra tr\u1ea1ng th\u00e1i giao h\u00e0ng, nh\u1eadn th\u00f4ng b\u00e1o c\u1eadp nh\u1eadt v\u1ec1 l\u1ecbch tr\u00ecnh v\u00e0 d\u1ef1 b\u00e1o th\u1eddi gian giao h\u00e0ng. Gi\u00fap t\u0103ng c\u01b0\u1eddng s\u1ef1 h\u00e0i l\u00f2ng v\u00e0 t\u00edn nhi\u1ec7m t\u1eeb ph\u00eda kh\u00e1ch h\u00e0ng.<\/p>\n<\/li>\n<li>\n<p style=\"text-align: justify\">Th\u00edch nghi v\u1edbi s\u1ef1 thay \u0111\u1ed5i: Chuy\u1ec3n \u0111\u1ed5i s\u1ed1 trong logistics gi\u00fap c\u00e1c doanh nghi\u1ec7p nhanh ch\u00f3ng th\u00edch \u1ee9ng v\u1edbi s\u1ef1 thay \u0111\u1ed5i trong ng\u00e0nh v\u00e0 n\u1eafm b\u1eaft c\u01a1 h\u1ed9i m\u1edbi. C\u00f4ng ngh\u1ec7 s\u1ed1 gi\u00fap t\u1ed1i \u01b0u h\u00f3a quy tr\u00ecnh v\u00e0 n\u00e2ng cao hi\u1ec7u su\u1ea5t, gi\u00fap doanh nghi\u1ec7p v\u1eadn chuy\u1ec3n h\u00e0ng h\u00f3a m\u1ed9t c\u00e1ch nhanh ch\u00f3ng, an to\u00e0n v\u00e0 hi\u1ec7u qu\u1ea3 h\u01a1n, t\u1eeb \u0111\u00f3 t\u1ea1o ra l\u1ee3i th\u1ebf c\u1ea1nh tranh.<\/p>\n<\/li>\n<\/ul>\n<p style=\"text-align: center\"><img decoding=\"async\" alt=\"Chuy\u1ec3n \u0111\u1ed5i s\u1ed1 l\u0129nh v\u1ef1c Logistics\" src=\"https:\/\/www.pace.edu.vn\/uploads\/news\/2023\/09\/3-thuc-trang-chuyen-doi-so-logistics.jpg\" style=\"width: 1000px;height: 525px\"><\/p>\n<h3 id=\"chuyen-doi-so-nong-nghiep\"><span class=\"ez-toc-section\" id=\"Chuyen_doi_so_trong_nong_nghiep\"><\/span>Chuy\u1ec3n \u0111\u1ed5i s\u1ed1 trong n\u00f4ng nghi\u1ec7p<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p style=\"text-align: justify\">Chuy\u1ec3n \u0111\u1ed5i s\u1ed1 trong n\u00f4ng nghi\u1ec7p: L\u00e0 vi\u1ec7c \u1ee9ng d\u1ee5ng c\u00f4ng ngh\u1ec7 k\u1ef9 thu\u1eadt s\u1ed1 v\u00e0o vi\u1ec7c t\u00edch h\u1ee3p s\u1ea3n xu\u1ea5t n\u00f4ng nghi\u1ec7p t\u1eeb c\u00e1c v\u00f9ng canh t\u00e1c, nu\u00f4i tr\u1ed3ng \u0111\u1ebfn ng\u01b0\u1eddi ti\u00eau d\u00f9ng cu\u1ed1i c\u00f9ng. Nh\u1eefng c\u00f4ng ngh\u1ec7 n\u00e0y cung c\u1ea5p c\u00e1c c\u00f4ng c\u1ee5, th\u00f4ng tin \u0111\u1ec3 \u0111\u01b0a ra quy\u1ebft \u0111\u1ecbnh ch\u00ednh x\u00e1c, t\u0103ng c\u01b0\u1eddng n\u0103ng su\u1ea5t v\u00e0 c\u1ea3i thi\u1ec7n qu\u1ea3n l\u00fd hi\u1ec7u qu\u1ea3.<\/p>\n<p style=\"text-align: justify\">C\u00f3 m\u1ed9t s\u1ed1 l\u1ee3i \u00edch quan tr\u1ecdng c\u1ee7a chuy\u1ec3n \u0111\u1ed5i s\u1ed1 trong n\u00f4ng nghi\u1ec7p:<\/p>\n<ul>\n<li>\n<p style=\"text-align: justify\">Qu\u1ea3n l\u00fd t\u00e0i nguy\u00ean m\u00f4i tr\u01b0\u1eddng hi\u1ec7u qu\u1ea3 h\u01a1n: Chuy\u1ec3n \u0111\u1ed5i s\u1ed1 gi\u00fap n\u00e2ng cao kh\u1ea3 n\u0103ng qu\u1ea3n l\u00fd v\u00e0 s\u1eed d\u1ee5ng t\u00e0i nguy\u00ean trong n\u00f4ng nghi\u1ec7p. C\u00f4ng ngh\u1ec7 IoT v\u00e0 c\u1ea3m bi\u1ebfn th\u00f4ng minh gi\u00fap theo d\u00f5i v\u00e0 ki\u1ec3m so\u00e1t m\u00f4i tr\u01b0\u1eddng tr\u1ed3ng tr\u1ecdt nh\u01b0 \u0111\u1ed9 \u1ea9m, nhi\u1ec7t \u0111\u1ed9, ch\u1ea5t dinh d\u01b0\u1ee1ng v\u00e0 \u00e1nh s\u00e1ng. Gi\u00fap n\u00f4ng d\u00e2n t\u1ed1i \u01b0u h\u00f3a vi\u1ec7c s\u1eed d\u1ee5ng n\u01b0\u1edbc, ph\u00e2n b\u00f3n v\u00e0 c\u00e1c ngu\u1ed3n t\u00e0i nguy\u00ean kh\u00e1c, t\u1eeb \u0111\u00f3 gi\u1ea3m l\u00e3ng ph\u00ed v\u00e0 t\u0103ng hi\u1ec7u su\u1ea5t n\u0103ng su\u1ea5t c\u00e2y tr\u1ed3ng.<\/p>\n<\/li>\n<li>\n<p style=\"text-align: justify\">T\u0103ng c\u01b0\u1eddng d\u1ef1 b\u00e1o v\u00e0 qu\u1ea3n l\u00fd th\u1eddi ti\u1ebft: C\u00f4ng ngh\u1ec7 s\u1ed1 cung c\u1ea5p c\u00e1c c\u00f4ng c\u1ee5 d\u1ef1 b\u00e1o th\u1eddi ti\u1ebft ch\u00ednh x\u00e1c v\u00e0 c\u1eadp nh\u1eadt. N\u00f4ng d\u00e2n c\u00f3 th\u1ec3 s\u1eed d\u1ee5ng th\u00f4ng tin n\u00e0y \u0111\u1ec3 l\u1eadp k\u1ebf ho\u1ea1ch v\u00e0 \u0111\u01b0a ra quy\u1ebft \u0111\u1ecbnh v\u1ec1 ch\u0103m s\u00f3c c\u00e2y tr\u1ed3ng, \u0111i\u1ec1u ch\u1ec9nh th\u1eddi gian gieo tr\u1ed3ng v\u00e0 thu ho\u1ea1ch. Vi\u1ec7c s\u1eed d\u1ee5ng d\u1eef li\u1ec7u th\u1eddi ti\u1ebft gi\u00fap n\u00e2ng cao n\u0103ng su\u1ea5t v\u00e0 ch\u1ea5t l\u01b0\u1ee3ng s\u1ea3n ph\u1ea9m n\u00f4ng nghi\u1ec7p.<\/p>\n<\/li>\n<li>\n<p style=\"text-align: justify\">T\u1ed1i \u01b0u h\u00f3a quy tr\u00ecnh s\u1ea3n xu\u1ea5t: Chuy\u1ec3n \u0111\u1ed5i s\u1ed1 gi\u00fap t\u1ed1i \u01b0u h\u00f3a quy tr\u00ecnh s\u1ea3n xu\u1ea5t n\u00f4ng nghi\u1ec7p. C\u00f4ng ngh\u1ec7 ph\u00e2n t\u00edch d\u1eef li\u1ec7u v\u00e0 tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o gi\u00fap ph\u00e2n t\u00edch d\u1eef li\u1ec7u n\u00f4ng nghi\u1ec7p nh\u01b0 h\u1ed7 tr\u1ee3 dinh d\u01b0\u1ee1ng, m\u1eadt \u0111\u1ed9 c\u00e2y tr\u1ed3ng, v\u00e0 \u0111\u1ed9ng l\u1ef1c sinh tr\u01b0\u1edfng. B\u1eb1ng c\u00e1ch s\u1eed d\u1ee5ng th\u00f4ng tin n\u00e0y, n\u00f4ng d\u00e2n c\u00f3 th\u1ec3 t\u00f9y ch\u1ec9nh v\u00e0 \u0111i\u1ec1u ch\u1ec9nh quy tr\u00ecnh ch\u0103m s\u00f3c c\u00e2y tr\u1ed3ng \u0111\u1ec3 t\u0103ng c\u01b0\u1eddng n\u0103ng su\u1ea5t v\u00e0 ch\u1ea5t l\u01b0\u1ee3ng s\u1ea3n ph\u1ea9m.<\/p>\n<\/li>\n<li>\n<p style=\"text-align: justify\">Qu\u1ea3n l\u00fd r\u1ee7i ro t\u1ed1t h\u01a1n: Chuy\u1ec3n \u0111\u1ed5i s\u1ed1 gi\u00fap n\u00f4ng nghi\u1ec7p qu\u1ea3n l\u00fd r\u1ee7i ro m\u1ed9t c\u00e1ch t\u1ed1t h\u01a1n. C\u00f4ng ngh\u1ec7 ph\u00e2n t\u00edch d\u1eef li\u1ec7u v\u00e0 IoT gi\u00fap theo d\u00f5i s\u1ee9c kh\u1ecfe c\u00e2y tr\u1ed3ng, ph\u00e1t hi\u1ec7n s\u1edbm c\u00e1c d\u1ea5u hi\u1ec7u b\u1ec7nh t\u1eadt ho\u1eb7c s\u00e2u b\u1ec7nh c\u00f3 h\u1ea1i. Cho ph\u00e9p n\u00f4ng d\u00e2n can thi\u1ec7p k\u1ecbp th\u1eddi, ng\u0103n ch\u1eb7n v\u00e0 ki\u1ec3m so\u00e1t c\u00e1c d\u1ecbch b\u1ec7nh, gi\u1ea3m thi\u1ec3u s\u1ef1 l\u00e2y lan v\u00e0 thi\u1ec7t h\u1ea1i cho c\u00e2y tr\u1ed3ng.<\/p>\n<\/li>\n<li>\n<p style=\"text-align: justify\">K\u1ebft n\u1ed1i th\u1ecb tr\u01b0\u1eddng: Chuy\u1ec3n \u0111\u1ed5i s\u1ed1 gi\u00fap n\u00f4ng d\u00e2n k\u1ebft n\u1ed1i tr\u1ef1c ti\u1ebfp v\u1edbi th\u1ecb tr\u01b0\u1eddng v\u00e0 kh\u00e1ch h\u00e0ng th\u00f4ng qua c\u00e1c n\u1ec1n t\u1ea3ng th\u01b0\u01a1ng m\u1ea1i \u0111i\u1ec7n t\u1eed v\u00e0 \u1ee9ng d\u1ee5ng di \u0111\u1ed9ng. N\u00f4ng d\u00e2n c\u00f3 th\u1ec3 ti\u1ebfp c\u1eadn th\u1ecb tr\u01b0\u1eddng ti\u00eau th\u1ee5, x\u00e1c \u0111\u1ecbnh nhu c\u1ea7u v\u00e0 gi\u00e1 c\u1ea3, t\u1eeb \u0111\u00f3 l\u1eadp k\u1ebf ho\u1ea1ch s\u1ea3n xu\u1ea5t v\u00e0 ti\u1ebfp c\u1eadn th\u1ecb tr\u01b0\u1eddng m\u1ed9t c\u00e1ch hi\u1ec7u qu\u1ea3 h\u01a1n.<\/p>\n<\/li>\n<\/ul>\n<p style=\"text-align: center\"><img decoding=\"async\" alt=\"Chuy\u1ec3n \u0111\u1ed5i s\u1ed1 trong l\u0129nh v\u1ef1c n\u00f4ng nghi\u1ec7p\" src=\"https:\/\/www.pace.edu.vn\/uploads\/news\/2023\/08\/7-giai-phap-chuyen-doi-so-nong-nghiep.jpg\" style=\"width: 1000px;height: 525px\"><\/p>\n<h3 id=\"chuyen-doi-so-san-xuat-cong-nghiep\"><span class=\"ez-toc-section\" id=\"Chuyen_doi_so_trong_san_xuat_cong_nghiep\"><\/span>Chuy\u1ec3n \u0111\u1ed5i s\u1ed1 trong s\u1ea3n xu\u1ea5t c\u00f4ng nghi\u1ec7p<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p style=\"text-align: justify\">Chuy\u1ec3n \u0111\u1ed5i s\u1ed1 trong l\u0129nh v\u1ef1c s\u1ea3n xu\u1ea5t c\u00f4ng nghi\u1ec7p l\u00e0 qu\u00e1 tr\u00ecnh \u00e1p d\u1ee5ng c\u00f4ng ngh\u1ec7 s\u1ed1, tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o v\u00e0 nhi\u1ec1u c\u00f4ng ngh\u1ec7 kh\u00e1c \u0111\u1ec3 c\u1ea3i thi\u1ec7n quy tr\u00ecnh s\u1ea3n xu\u1ea5t, qu\u1ea3n l\u00fd ho\u1ea1t \u0111\u1ed9ng v\u00e0 t\u1ed1i \u01b0u h\u00f3a hi\u1ec7u su\u1ea5t trong c\u00e1c ng\u00e0nh c\u00f4ng nghi\u1ec7p.<\/p>\n<p style=\"text-align: justify\">C\u00f3 nhi\u1ec1u l\u1ee3i \u00edch quan tr\u1ecdng c\u1ee7a chuy\u1ec3n \u0111\u1ed5i s\u1ed1 trong s\u1ea3n xu\u1ea5t c\u00f4ng nghi\u1ec7p:<\/p>\n<ul>\n<li>\n<p style=\"text-align: justify\">C\u1ea3i thi\u1ec7n hi\u1ec7u su\u1ea5t: Chuy\u1ec3n \u0111\u1ed5i s\u1ed1 gi\u00fap n\u00e2ng cao hi\u1ec7u su\u1ea5t trong quy tr\u00ecnh s\u1ea3n xu\u1ea5t. S\u1eed d\u1ee5ng c\u00e1c c\u00f4ng ngh\u1ec7 nh\u01b0 t\u1ef1 \u0111\u1ed9ng h\u00f3a v\u00e0 tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o, c\u00e1c ho\u1ea1t \u0111\u1ed9ng s\u1ea3n xu\u1ea5t c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c t\u1ed1i \u01b0u h\u00f3a, t\u1eeb quy tr\u00ecnh s\u1ea3n xu\u1ea5t, qu\u1ea3n l\u00fd h\u00e0ng t\u1ed3n kho \u0111\u1ebfn v\u1eadn h\u00e0nh m\u00e1y m\u00f3c. Gi\u00fap gi\u1ea3m thi\u1ec3u l\u00e3ng ph\u00ed v\u00e0 t\u0103ng c\u01b0\u1eddng kh\u1ea3 n\u0103ng \u0111\u00e1p \u1ee9ng nhu c\u1ea7u th\u1ecb tr\u01b0\u1eddng.<\/p>\n<\/li>\n<li>\n<p style=\"text-align: justify\">Qu\u1ea3n l\u00fd d\u1eef li\u1ec7u v\u00e0 ph\u00e2n t\u00edch th\u00f4ng minh: Chuy\u1ec3n \u0111\u1ed5i s\u1ed1 cho ph\u00e9p thu th\u1eadp v\u00e0 ph\u00e2n t\u00edch d\u1eef li\u1ec7u s\u1ea3n xu\u1ea5t m\u1ed9t c\u00e1ch th\u00f4ng minh. C\u00e1c h\u1ec7 th\u1ed1ng IoT v\u00e0 big data cho ph\u00e9p thu th\u1eadp d\u1eef li\u1ec7u t\u1eeb c\u00e1c c\u1ea3m bi\u1ebfn v\u00e0 thi\u1ebft b\u1ecb trong quy tr\u00ecnh s\u1ea3n xu\u1ea5t. D\u1eef li\u1ec7u n\u00e0y sau \u0111\u00f3 \u0111\u01b0\u1ee3c ph\u00e2n t\u00edch \u0111\u1ec3 t\u00ecm ra th\u00f4ng tin quan tr\u1ecdng v\u00e0 \u0111\u01b0a ra quy\u1ebft \u0111\u1ecbnh d\u1ef1a tr\u00ean d\u1eef li\u1ec7u. Qu\u1ea3n l\u00fd d\u1eef li\u1ec7u v\u00e0 ph\u00e2n t\u00edch th\u00f4ng minh gi\u00fap c\u1ea3i thi\u1ec7n quy tr\u00ecnh s\u1ea3n xu\u1ea5t, d\u1ef1 \u0111o\u00e1n s\u1ef1 c\u1ed1 v\u00e0 t\u1ed1i \u01b0u h\u00f3a ho\u1ea1t \u0111\u1ed9ng.<\/p>\n<\/li>\n<li>\n<p style=\"text-align: justify\">T\u1ef1 \u0111\u1ed9ng h\u00f3a quy tr\u00ecnh s\u1ea3n xu\u1ea5t: Chuy\u1ec3n \u0111\u1ed5i s\u1ed1 cho ph\u00e9p t\u1ef1 \u0111\u1ed9ng h\u00f3a c\u00e1c quy tr\u00ecnh s\u1ea3n xu\u1ea5t c\u00f4ng nghi\u1ec7p. S\u1eed d\u1ee5ng c\u00e1c h\u1ec7 th\u1ed1ng t\u1ef1 \u0111\u1ed9ng h\u00f3a, robot v\u00e0 tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o, nhi\u1ec1u c\u00f4ng \u0111o\u1ea1n trong quy tr\u00ecnh s\u1ea3n xu\u1ea5t c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c th\u1ef1c hi\u1ec7n m\u1ed9t c\u00e1ch t\u1ef1 \u0111\u1ed9ng v\u00e0 ch\u00ednh x\u00e1c. Gi\u00fap gi\u1ea3m thi\u1ec3u l\u1ed7i nh\u00e2n c\u00f4ng, t\u0103ng t\u1ed1c \u0111\u1ed9 s\u1ea3n xu\u1ea5t v\u00e0 \u0111\u1ea3m b\u1ea3o ch\u1ea5t l\u01b0\u1ee3ng s\u1ea3n ph\u1ea9m.<\/p>\n<\/li>\n<li>\n<p style=\"text-align: justify\">Qu\u1ea3n l\u00fd chu\u1ed7i cung \u1ee9ng th\u00f4ng minh: Chuy\u1ec3n \u0111\u1ed5i s\u1ed1 trong s\u1ea3n xu\u1ea5t c\u00f4ng nghi\u1ec7p c\u0169ng li\u00ean quan \u0111\u1ebfn qu\u1ea3n l\u00fd chu\u1ed7i cung \u1ee9ng th\u00f4ng minh. S\u1eed d\u1ee5ng c\u00f4ng ngh\u1ec7 blockchain v\u00e0 h\u1ec7 th\u1ed1ng theo d\u00f5i, th\u00f4ng tin v\u1ec1 ngu\u1ed3n g\u1ed1c v\u00e0 qu\u00e1 tr\u00ecnh s\u1ea3n xu\u1ea5t c\u1ee7a c\u00e1c th\u00e0nh ph\u1ea7n trong chu\u1ed7i cung \u1ee9ng c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c ghi l\u1ea1i v\u00e0 theo d\u00f5i m\u1ed9t c\u00e1ch minh b\u1ea1ch v\u00e0 ch\u00ednh x\u00e1c. Gi\u00fap c\u1ea3i thi\u1ec7n t\u00ednh minh b\u1ea1ch, qu\u1ea3n l\u00fd r\u1ee7i ro v\u00e0 quy tr\u00ecnh v\u1eadn chuy\u1ec3n trong chu\u1ed7i cung \u1ee9ng.<\/p>\n<\/li>\n<\/ul>\n<p style=\"text-align: center\"><img decoding=\"async\" alt=\"Chuy\u1ec3n \u0111\u1ed5i s\u1ed1 trong s\u1ea3n xu\u1ea5t\" src=\"https:\/\/www.pace.edu.vn\/uploads\/news\/2023\/09\/5-co-hoi-chuyen-doi-so-logistics.jpg\" style=\"width: 1000px;height: 525px\"><\/p>\n<h3 id=\"chuyen-doi-so-bao-chi\"><span class=\"ez-toc-section\" id=\"Chuyen_doi_so_trong_bao_chi\"><\/span>Chuy\u1ec3n \u0111\u1ed5i s\u1ed1 trong b\u00e1o ch\u00ed<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p style=\"text-align: justify\">Chuy\u1ec3n \u0111\u1ed5i s\u1ed1 trong b\u00e1o ch\u00ed l\u00e0 qu\u00e1 tr\u00ecnh \u00e1p d\u1ee5ng c\u00f4ng ngh\u1ec7 s\u1ed1 \u0111\u1ec3 thay \u0111\u1ed5i v\u00e0 c\u1ea3i thi\u1ec7n c\u00e1c ho\u1ea1t \u0111\u1ed9ng li\u00ean quan \u0111\u1ebfn vi\u1ec7c s\u1ea3n xu\u1ea5t, ph\u00e2n ph\u1ed1i v\u00e0 ti\u00eau th\u1ee5 th\u00f4ng tin trong ng\u00e0nh b\u00e1o ch\u00ed. C\u00f4ng ngh\u1ec7 s\u1ed1 c\u00f3 th\u1ec3 bao g\u1ed3m c\u00e1c n\u1ec1n t\u1ea3ng\u00a0truy\u1ec1n th\u00f4ng, \u1ee9ng d\u1ee5ng di \u0111\u1ed9ng, trang web, m\u1ea1ng x\u00e3 h\u1ed9i v\u00e0 nhi\u1ec1u c\u00f4ng ngh\u1ec7 kh\u00e1c.<\/p>\n<p style=\"text-align: justify\">C\u00f3 nhi\u1ec1u l\u1ee3i \u00edch quan tr\u1ecdng c\u1ee7a chuy\u1ec3n \u0111\u1ed5i s\u1ed1 trong b\u00e1o ch\u00ed:<\/p>\n<ul>\n<li>\n<p style=\"text-align: justify\">Ti\u1ebfp c\u1eadn r\u1ed9ng h\u01a1n v\u00e0 t\u01b0\u01a1ng t\u00e1c t\u1ed1t h\u01a1n: Chuy\u1ec3n \u0111\u1ed5i s\u1ed1 gi\u00fap b\u00e1o ch\u00ed ti\u1ebfp c\u1eadn \u0111\u1ebfn m\u1ed9t \u0111\u1ed1i t\u01b0\u1ee3ng \u0111\u1ed9c gi\u1ea3 r\u1ed9ng h\u01a1n th\u00f4ng qua c\u00e1c n\u1ec1n t\u1ea3ng digital marketing. B\u00e1o ch\u00ed c\u00f3 th\u1ec3 s\u1eed d\u1ee5ng \u1ee9ng d\u1ee5ng di \u0111\u1ed9ng, trang web v\u00e0 m\u1ea1ng x\u00e3 h\u1ed9i \u0111\u1ec3 cung c\u1ea5p n\u1ed9i dung v\u00e0 t\u01b0\u01a1ng t\u00e1c tr\u1ef1c ti\u1ebfp v\u1edbi \u0111\u1ed9c gi\u1ea3. M\u1edf ra c\u01a1 h\u1ed9i t\u01b0\u01a1ng t\u00e1c v\u00e0 ph\u1ea3n h\u1ed3i t\u1eeb ng\u01b0\u1eddi \u0111\u1ecdc, t\u1eeb \u0111\u00f3 c\u1ea3i thi\u1ec7n \u0111\u1ed9 t\u01b0\u01a1ng t\u00e1c v\u00e0 t\u01b0\u01a1ng t\u00e1c th\u00f4ng qua c\u00e1c c\u00f4ng ngh\u1ec7 s\u1ed1.<\/p>\n<\/li>\n<li>\n<p style=\"text-align: justify\">T\u0103ng c\u01b0\u1eddng t\u1ed1c \u0111\u1ed9 v\u00e0 linh ho\u1ea1t: Chuy\u1ec3n \u0111\u1ed5i s\u1ed1 gi\u00fap gi\u1ea3m th\u1eddi gian ph\u00e1t h\u00e0nh v\u00e0 ph\u00e2n ph\u1ed1i tin t\u1ee9c. Vi\u1ec7c s\u1eed d\u1ee5ng c\u00e1c n\u1ec1n t\u1ea3ng truy\u1ec1n th\u00f4ng k\u1ef9 thu\u1eadt s\u1ed1 cho ph\u00e9p b\u00e1o ch\u00ed c\u1eadp nh\u1eadt v\u00e0 ph\u00e1t h\u00e0nh tin t\u1ee9c ngay l\u1eadp t\u1ee9c, gi\u00fap \u0111\u00e1p \u1ee9ng nhu c\u1ea7u th\u00f4ng tin ngay t\u1ee9c th\u00ec c\u1ee7a \u0111\u1ed9c gi\u1ea3. Ngo\u00e0i ra, vi\u1ec7c chuy\u1ec3n \u0111\u1ed5i s\u1ed1 c\u0169ng mang l\u1ea1i linh ho\u1ea1t trong vi\u1ec7c s\u1ea3n xu\u1ea5t v\u00e0 ph\u00e2n ph\u1ed1i n\u1ed9i dung, cho ph\u00e9p b\u00e1o ch\u00ed t\u00f9y ch\u1ec9nh v\u00e0 t\u1ed1i \u01b0u h\u00f3a quy tr\u00ecnh s\u1ea3n xu\u1ea5t tin t\u1ee9c.<\/p>\n<\/li>\n<li>\n<p style=\"text-align: justify\">M\u1edf r\u1ed9ng kh\u1ea3 n\u0103ng t\u01b0\u01a1ng t\u00e1c v\u00e0 \u0111a d\u1ea1ng h\u00f3a n\u1ed9i dung: Chuy\u1ec3n \u0111\u1ed5i s\u1ed1 trong b\u00e1o ch\u00ed t\u1ea1o \u0111i\u1ec1u ki\u1ec7n cho \u0111a d\u1ea1ng h\u00f3a n\u1ed9i dung th\u00f4ng qua s\u1ef1 k\u1ebft h\u1ee3p c\u1ee7a v\u0103n b\u1ea3n, h\u00ecnh \u1ea3nh, \u00e2m thanh v\u00e0 video. B\u00e1o ch\u00ed c\u00f3 th\u1ec3 s\u1eed d\u1ee5ng c\u00e1c \u0111\u1ecbnh d\u1ea1ng \u0111a ph\u01b0\u01a1ng ti\u1ec7n \u0111\u1ec3 truy\u1ec1n \u0111\u1ea1t th\u00f4ng tin m\u1ed9t c\u00e1ch s\u00e1ng t\u1ea1o v\u00e0 thu h\u00fat. \u0110\u1ed3ng th\u1eddi, c\u00f4ng ngh\u1ec7 s\u1ed1 c\u0169ng cho ph\u00e9p t\u01b0\u01a1ng t\u00e1c v\u1edbi n\u1ed9i dung th\u00f4ng qua c\u00e1c ph\u01b0\u01a1ng ti\u1ec7n nh\u01b0 b\u00ecnh lu\u1eadn, chia s\u1ebb v\u00e0 \u0111\u00e1nh gi\u00e1, t\u1ea1o ra m\u1ed9t m\u00f4i tr\u01b0\u1eddng tham gia \u0111a chi\u1ec1u cho \u0111\u1ed9c gi\u1ea3.<\/p>\n<\/li>\n<li>\n<p style=\"text-align: justify\">Qu\u1ea3n l\u00fd d\u1eef li\u1ec7u v\u00e0 ph\u00e2n t\u00edch th\u00f4ng minh: Chuy\u1ec3n \u0111\u1ed5i s\u1ed1 trong b\u00e1o ch\u00ed cho ph\u00e9p thu th\u1eadp v\u00e0 ph\u00e2n t\u00edch d\u1eef li\u1ec7u ng\u01b0\u1eddi d\u00f9ng m\u1ed9t c\u00e1ch th\u00f4ng minh. C\u00e1c n\u1ec1n t\u1ea3ng k\u1ef9 thu\u1eadt s\u1ed1 cho ph\u00e9p ghi l\u1ea1i d\u1eef li\u1ec7u v\u1ec1 h\u00e0nh vi ng\u01b0\u1eddi \u0111\u1ecdc, t\u01b0\u01a1ng t\u00e1c v\u00e0 s\u1edf th\u00edch c\u00e1 nh\u00e2n. C\u00e1c d\u1eef li\u1ec7u n\u00e0y sau \u0111\u00f3 c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c ph\u00e2n t\u00edch \u0111\u1ec3 hi\u1ec3u r\u00f5 h\u01a1n v\u1ec1 \u0111\u1ed9c gi\u1ea3 v\u00e0 t\u00f9y ch\u1ec9nh n\u1ed9i dung theo t\u1eebng ng\u01b0\u1eddi d\u00f9ng. Gi\u00fap c\u1ea3i thi\u1ec7n tr\u1ea3i nghi\u1ec7m \u0111\u1ecdc tin v\u00e0 t\u0103ng c\u01b0\u1eddng hi\u1ec7u qu\u1ea3 c\u1ee7a c\u00e1c chi\u1ebfn d\u1ecbch b\u00e1o ch\u00ed.<\/p>\n<\/li>\n<\/ul>\n<p style=\"text-align: center\"><img decoding=\"async\" alt=\"Chuy\u1ec3n \u0111\u1ed5i s\u1ed1 l\u0129nh v\u1ef1c b\u00e1o ch\u00ed\" src=\"https:\/\/www.pace.edu.vn\/uploads\/news\/2023\/08\/7-vnexpress-chuyen-doi-so-thanh-cong.jpg\" style=\"width: 1000px;height: 525px\"><\/p>\n<h3 id=\"chuyen-doi-so-du-lich\"><span class=\"ez-toc-section\" id=\"Chuyen_doi_so_trong_du_lich\"><\/span>Chuy\u1ec3n \u0111\u1ed5i s\u1ed1 trong du l\u1ecbch<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p style=\"text-align: justify\">Chuy\u1ec3n \u0111\u1ed5i s\u1ed1 trong l\u0129nh v\u1ef1c du l\u1ecbch l\u00e0 qu\u00e1 tr\u00ecnh s\u1eed d\u1ee5ng c\u00f4ng ngh\u1ec7 s\u1ed1 \u0111\u1ec3 thay \u0111\u1ed5i v\u00e0 c\u1ea3i thi\u1ec7n c\u00e1c ho\u1ea1t \u0111\u1ed9ng li\u00ean quan \u0111\u1ebfn ng\u00e0nh du l\u1ecbch. C\u00f4ng ngh\u1ec7 s\u1ed1 c\u00f3 th\u1ec3 bao g\u1ed3m c\u00e1c \u1ee9ng d\u1ee5ng di \u0111\u1ed9ng, trang web, h\u1ec7 th\u1ed1ng \u0111\u1eb7t ch\u1ed7 tr\u1ef1c tuy\u1ebfn, tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o v\u00e0 nhi\u1ec1u c\u00f4ng ngh\u1ec7 kh\u00e1c.<\/p>\n<p style=\"text-align: justify\">L\u1ee3i \u00edch quan tr\u1ecdng c\u1ee7a chuy\u1ec3n \u0111\u1ed5i s\u1ed1 trong du l\u1ecbch:<\/p>\n<ul>\n<li>\n<p style=\"text-align: justify\">T\u0103ng tr\u1ea3i nghi\u1ec7m du l\u1ecbch: Chuy\u1ec3n \u0111\u1ed5i s\u1ed1 mang l\u1ea1i tr\u1ea3i nghi\u1ec7m du l\u1ecbch t\u1ed1t h\u01a1n cho kh\u00e1ch h\u00e0ng. V\u1edbi c\u00e1c \u1ee9ng d\u1ee5ng di \u0111\u1ed9ng v\u00e0 trang web, kh\u00e1ch h\u00e0ng c\u00f3 th\u1ec3 t\u00ecm ki\u1ebfm, \u0111\u1eb7t ch\u1ed7 v\u00e0 qu\u1ea3n l\u00fd chuy\u1ebfn \u0111i c\u1ee7a m\u00ecnh m\u1ed9t c\u00e1ch ti\u1ec7n l\u1ee3i v\u00e0 linh ho\u1ea1t. C\u00f4ng ngh\u1ec7 s\u1ed1 c\u0169ng cho ph\u00e9p kh\u00e1ch h\u00e0ng xem tr\u01b0\u1edbc th\u00f4ng tin, h\u00ecnh \u1ea3nh v\u00e0 \u0111\u00e1nh gi\u00e1 v\u1ec1 \u0111\u1ecba \u0111i\u1ec3m du l\u1ecbch, gi\u00fap h\u1ecd l\u1ef1a ch\u1ecdn v\u00e0 l\u00ean k\u1ebf ho\u1ea1ch chuy\u1ebfn \u0111i m\u1ed9t c\u00e1ch th\u00f4ng minh.<\/p>\n<\/li>\n<li>\n<p style=\"text-align: justify\">T\u1ed1i \u01b0u h\u00f3a ho\u1ea1t \u0111\u1ed9ng doanh nghi\u1ec7p: Chuy\u1ec3n \u0111\u1ed5i s\u1ed1 gi\u00fap c\u00e1c doanh nghi\u1ec7p du l\u1ecbch t\u1ed1i \u01b0u h\u00f3a ho\u1ea1t \u0111\u1ed9ng c\u1ee7a m\u00ecnh. H\u1ec7 th\u1ed1ng \u0111\u1eb7t ch\u1ed7 tr\u1ef1c tuy\u1ebfn v\u00e0 thanh to\u00e1n \u0111i\u1ec7n t\u1eed gi\u00fap qu\u1ea3n l\u00fd qu\u00e1 tr\u00ecnh \u0111\u1eb7t ch\u1ed7 v\u00e0 thanh to\u00e1n m\u1ed9t c\u00e1ch nhanh ch\u00f3ng v\u00e0 ti\u1ec7n l\u1ee3i. C\u00f4ng ngh\u1ec7 tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o cung c\u1ea5p gi\u1ea3i ph\u00e1p t\u1ef1 \u0111\u1ed9ng h\u00f3a v\u00e0 t\u01b0\u01a1ng t\u00e1c v\u1edbi kh\u00e1ch h\u00e0ng, t\u1eeb vi\u1ec7c tr\u1ea3 l\u1eddi c\u00e2u h\u1ecfi \u0111\u1ebfn cung c\u1ea5p g\u1ee3i \u00fd v\u00e0 d\u1ecbch v\u1ee5 c\u00e1 nh\u00e2n h\u00f3a.<\/p>\n<\/li>\n<li>\n<p style=\"text-align: justify\">Qu\u1ea3ng b\u00e1 v\u00e0 ti\u1ebfp th\u1ecb hi\u1ec7u qu\u1ea3: Chuy\u1ec3n \u0111\u1ed5i s\u1ed1 cho ph\u00e9p doanh nghi\u1ec7p du l\u1ecbch ti\u1ebfp c\u1eadn v\u00e0 ti\u1ebfp th\u1ecb \u0111\u1ebfn m\u1ed9t \u0111\u1ed1i t\u01b0\u1ee3ng kh\u00e1ch h\u00e0ng r\u1ed9ng h\u01a1n. S\u1eed d\u1ee5ng c\u00e1c n\u1ec1n t\u1ea3ng truy\u1ec1n th\u00f4ng k\u1ef9 thu\u1eadt s\u1ed1, c\u00e1c doanh nghi\u1ec7p du l\u1ecbch c\u00f3 th\u1ec3 qu\u1ea3ng b\u00e1 th\u00f4ng tin v\u00e0 giao ti\u1ebfp tr\u1ef1c ti\u1ebfp v\u1edbi kh\u00e1ch h\u00e0ng m\u1ee5c ti\u00eau. H\u01a1n n\u1eefa, c\u00f4ng ngh\u1ec7 s\u1ed1 c\u0169ng cung c\u1ea5p c\u00e1c c\u00f4ng c\u1ee5 ph\u00e2n t\u00edch d\u1eef li\u1ec7u \u0111\u1ec3 hi\u1ec3u r\u00f5 h\u01a1n v\u1ec1 th\u1ecb tr\u01b0\u1eddng v\u00e0 \u0111\u1ed1i t\u01b0\u1ee3ng kh\u00e1ch h\u00e0ng, t\u1eeb \u0111\u00f3 t\u1ea1o ra chi\u1ebfn l\u01b0\u1ee3c ti\u1ebfp th\u1ecb hi\u1ec7u qu\u1ea3.<\/p>\n<\/li>\n<li>\n<p style=\"text-align: justify\">Qu\u1ea3n l\u00fd v\u00e0 ph\u00e2n t\u00edch d\u1eef li\u1ec7u th\u00f4ng minh: Chuy\u1ec3n \u0111\u1ed5i s\u1ed1 trong du l\u1ecbch gi\u00fap thu th\u1eadp v\u00e0 ph\u00e2n t\u00edch d\u1eef li\u1ec7u m\u1ed9t c\u00e1ch th\u00f4ng minh. C\u00e1c doanh nghi\u1ec7p du l\u1ecbch c\u00f3 th\u1ec3 thu th\u1eadp d\u1eef li\u1ec7u v\u1ec1 h\u00e0nh vi kh\u00e1ch h\u00e0ng, \u0111\u00e1nh gi\u00e1 v\u00e0 ph\u1ea3n h\u1ed3i, t\u1eeb \u0111\u00f3 c\u1ea3i thi\u1ec7n tr\u1ea3i nghi\u1ec7m kh\u00e1ch h\u00e0ng v\u00e0 t\u0103ng c\u01b0\u1eddng s\u1ef1 t\u01b0\u01a1ng t\u00e1c v\u1edbi h\u1ecd. C\u00f4ng ngh\u1ec7 s\u1ed1 cung c\u1ea5p c\u00f4ng c\u1ee5 ph\u00e2n t\u00edch d\u1eef li\u1ec7u v\u00e0 h\u1ec7 th\u1ed1ng qu\u1ea3n l\u00fd th\u00f4ng minh, gi\u00fap doanh nghi\u1ec7p du l\u1ecbch \u0111\u01b0a ra quy\u1ebft \u0111\u1ecbnh d\u1ef1a tr\u00ean th\u00f4ng tin ch\u00ednh x\u00e1c v\u00e0 nhanh ch\u00f3ng.<\/p>\n<\/li>\n<\/ul>\n<p style=\"text-align: center\"><img decoding=\"async\" alt=\"C\u00e1c l\u0129nh v\u1ef1c c\u00f3 th\u1ec3 \u00e1p d\u1ee5ng chuy\u1ec3n \u0111\u1ed5i s\u1ed1\" src=\"https:\/\/www.pace.edu.vn\/uploads\/news\/2023\/04\/10-linh-vuc-ap-dung-chuyen-doi-so.jpg\" style=\"width: 1000px;height: 525px\"><\/p>\n<h2 id=\"quy-trinh-chuyen-doi-so\"><span class=\"ez-toc-section\" id=\"Quy_trinh_chuyen_doi_so_trong_to_chuc\"><\/span>Quy tr\u00ecnh chuy\u1ec3n \u0111\u1ed5i s\u1ed1 trong t\u1ed5 ch\u1ee9c<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<ol>\n<li>Ph\u00e2n t\u00edch hi\u1ec7n tr\u1ea1ng, nhu c\u1ea7u<\/li>\n<li>\u0110\u00e1nh gi\u00e1 m\u1ee9c \u0111\u1ed9 s\u1eb5n s\u00e0ng chuy\u1ec3n \u0111\u1ed5i s\u1ed1 c\u1ee7a t\u1ed5 ch\u1ee9c<\/li>\n<li>Ngu\u1ed3n nh\u00e2n l\u1ef1c<\/li>\n<li>D\u1eef li\u1ec7u<\/li>\n<li>Ch\u1ecdn c\u00f4ng ngh\u1ec7 ph\u00f9 h\u1ee3p<\/li>\n<li>Cam k\u1ebft chuy\u1ec3n \u0111\u1ed5i s\u1ed1<\/li>\n<\/ol>\n<h3 id=\"phan-tich-hien-trang-nhu-cau-cua-to-chuc\"><span class=\"ez-toc-section\" id=\"Phan_tich_hien_trang_nhu_cau_cua_to_chuc\"><\/span>Ph\u00e2n t\u00edch hi\u1ec7n tr\u1ea1ng, nhu c\u1ea7u c\u1ee7a t\u1ed5 ch\u1ee9c<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p style=\"text-align: justify\">T\u1ed5 ch\u1ee9c c\u1ea7n ph\u00e2n t\u00edch hi\u1ec7n tr\u1ea1ng v\u00e0 nhu c\u1ea7u hi\u1ec7n t\u1ea1i \u0111\u1ec3 b\u1eaft \u0111\u1ea7u qu\u00e1 tr\u00ecnh chuy\u1ec3n \u0111\u1ed5i s\u1ed1 to\u00e0n di\u1ec7n. Ban l\u00e3nh \u0111\u1ea1o c\u1ea7n x\u00e1c \u0111\u1ecbnh quy m\u00f4, quy tr\u00ecnh v\u1eadn h\u00e0nh trong doanh nghi\u1ec7p m\u1ed9t c\u00e1ch k\u1ef9 l\u01b0\u1ee1ng v\u00e0 chi ti\u1ebft, qu\u00e1 tr\u00ecnh n\u00e0y gi\u00fap h\u1ecd bi\u1ebft \u0111\u01b0\u1ee3c nh\u1eefng \u01b0u \u0111i\u1ec3m, nh\u01b0\u1ee3c \u0111i\u1ec3m c\u00f3 th\u1ec3 c\u1ea3i thi\u1ec7n n\u1ebfu th\u1ef1c hi\u1ec7n chuy\u1ec3n \u0111\u1ed5i s\u1ed1.<\/p>\n<h3 id=\"danh-gia-muc-do-san-sang-chuyen-doi-so-cua-to-chuc\"><span class=\"ez-toc-section\" id=\"Danh_gia_muc_do_san_sang_chuyen_doi_so_cua_to_chuc\"><\/span>\u0110\u00e1nh gi\u00e1 m\u1ee9c \u0111\u1ed9 s\u1eb5n s\u00e0ng chuy\u1ec3n \u0111\u1ed5i s\u1ed1 c\u1ee7a t\u1ed5 ch\u1ee9c<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p style=\"text-align: justify\">Khi \u0111\u00e3 n\u1eafm r\u00f5 t\u00ecnh h\u00ecnh ph\u00e1t tri\u1ec3n v\u00e0 x\u00e1c \u0111\u1ecbnh \u0111\u01b0\u1ee3c h\u01b0\u1edbng \u0111i c\u1ee5 th\u1ec3, c\u00e1c t\u1ed5 ch\u1ee9c c\u1ea7n \u0111\u00e1nh gi\u00e1 m\u1ee9c \u0111\u1ed9 s\u1eb5n s\u00e0ng chuy\u1ec3n \u0111\u1ed5i s\u1ed1 c\u1ee7a m\u00ecnh. T\u00f9y v\u00e0o t\u1eebng t\u1ed5 ch\u1ee9c \u0111\u1ec3 x\u00e1c \u0111\u1ecbnh ti\u00eau ch\u00ed \u0111\u00e1nh gi\u00e1, nh\u01b0ng doanh nghi\u1ec7p c\u1ea7n \u0111\u1ea3m b\u1ea3o c\u00f3 nh\u1eefng \u0111\u00e1nh gi\u00e1 ch\u00ednh x\u00e1c v\u1ec1 ngu\u1ed3n l\u1ef1c v\u00e0 d\u1eef li\u1ec7u.<\/p>\n<h3 id=\"nguon-nhan-luc\"><span class=\"ez-toc-section\" id=\"Nguon_nhan_luc\"><\/span>Ngu\u1ed3n nh\u00e2n l\u1ef1c<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p style=\"text-align: justify\">Con ng\u01b0\u1eddi l\u00e0 y\u1ebfu t\u1ed1 c\u1ed1t l\u00f5i c\u1ee7a m\u1ecdi t\u1ed5 ch\u1ee9c, \u0111\u1eb7c bi\u1ec7t l\u00e0 trong qu\u00e1 tr\u00ecnh chuy\u1ec3n \u0111\u1ed5i s\u1ed1. C\u00f4ng ngh\u1ec7 chuy\u1ec3n \u0111\u1ed5i s\u1ed1 \u0111\u01b0\u1ee3c \u1ee9ng d\u1ee5ng cho con ng\u01b0\u1eddi l\u00e0m vi\u1ec7c hi\u1ec7u qu\u1ea3, ti\u1ebft ki\u1ec7m th\u1eddi gian v\u00e0 c\u00f4ng s\u1ee9c, gi\u1ea3m thi\u1ec3u nh\u1eefng sai s\u00f3t kh\u00f4ng \u0111\u00e1ng c\u00f3, tuy nhi\u00ean c\u00f4ng ngh\u1ec7 ch\u1ec9 h\u1ed7 tr\u1ee3 ch\u1ee9 kh\u00f4ng thay th\u1ebf. Con ng\u01b0\u1eddi v\u1eabn l\u00e0 y\u1ebfu t\u1ed1 quan tr\u1ecdng, h\u1ecd c\u1ea7n n\u00e2ng cao nh\u1eefng nh\u1eadn th\u1ee9c, t\u01b0 duy \u0111\u1ec3 th\u00edch \u1ee9ng nhanh ch\u00f3ng v\u1edbi c\u00f4ng ngh\u1ec7 nh\u1eb1m s\u1eed d\u1ee5ng ch\u00fang m\u1ed9t c\u00e1ch hi\u1ec7u qu\u1ea3 v\u00e0 th\u00f4ng minh.<\/p>\n<p style=\"text-align: justify\">\u0110\u1ec3 th\u1ef1c hi\u1ec7n \u0111\u01b0\u1ee3c \u0111i\u1ec1u n\u00e0y, ban l\u00e3nh \u0111\u1ea1o c\u1ee7a t\u1ed5 ch\u1ee9c c\u1ea7n c\u00f3 nh\u1eefng \u0111\u00e1nh gi\u00e1 ch\u00ednh x\u00e1c v\u1ec1 s\u1ef1 s\u1eb5n s\u00e0ng c\u1ee7a \u0111\u1ed9i ng\u0169 nh\u00e2n vi\u00ean, ngu\u1ed3n nh\u00e2n l\u1ef1c trong vi\u1ec7c chuy\u1ec3n \u0111\u1ed5i s\u1ed1, b\u1eb1ng c\u00e1ch kh\u1ea3o s\u00e1t, b\u00e1o c\u00e1o, th\u1ea3o lu\u1eadn,&#8230; Ban l\u00e3nh \u0111\u1ea1o trong doanh nghi\u1ec7p ph\u1ea3i l\u00e0 ng\u01b0\u1eddi \u0111\u1ea7u ti\u00ean thay \u0111\u1ed5i t\u1ea7m nh\u00ecn, nh\u1eadn th\u1ee9c, sau \u0111\u00f3 lan t\u1ecfa t\u1edbi \u0111\u1ed9i ng\u0169 nh\u00e2n vi\u00ean, to\u00e0n b\u1ed9 doanh nghi\u1ec7p.<\/p>\n<p style=\"text-align: center\"><img decoding=\"async\" alt=\"Con ng\u01b0\u1eddi l\u00e0 y\u1ebfu t\u1ed1 c\u1ed1t l\u00f5i c\u1ee7a m\u1ecdi t\u1ed5 ch\u1ee9c, \u0111\u1eb7c bi\u1ec7t l\u00e0 trong qu\u00e1 tr\u00ecnh chuy\u1ec3n \u0111\u1ed5i s\u1ed1\" src=\"https:\/\/www.pace.edu.vn\/uploads\/news\/2023\/04\/11-quy-trinh-chuyen-doi-so-trong-doanh-nghiep.jpg\" style=\"width: 1000px;height: 525px\"><\/p>\n<h3 id=\"du-lieu\"><span class=\"ez-toc-section\" id=\"Du_lieu-2\"><\/span>D\u1eef li\u1ec7u<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p style=\"text-align: justify\">D\u1eef li\u1ec7u c\u0169ng l\u00e0 m\u1ed9t trong nh\u1eefng y\u1ebfu t\u1ed1 quan tr\u1ecdng trong qu\u00e1 tr\u00ecnh chuy\u1ec3n \u0111\u1ed5i s\u1ed1. C\u00e1c t\u1ed5 ch\u1ee9c c\u1ea7n r\u00e0 so\u00e1t l\u1ea1i d\u1eef li\u1ec7u \u0111\u00e3 \u0111\u01b0\u1ee3c l\u01b0u tr\u1eef b\u1eb1ng c\u00e1c file k\u1ef9 thu\u1eadt s\u1ed1 hay ch\u01b0a, \u0111ang \u0111\u01b0\u1ee3c l\u01b0u tr\u1eef \u1edf \u0111\u00e2u, lo\u1ea1i n\u00e0o c\u00f3 th\u1ec3 \u00e1p d\u1ee5ng v\u00e0o chuy\u1ec3n \u0111\u1ed5i s\u1ed1, c\u00f2n t\u00e0i li\u1ec7u n\u00e0o v\u1eabn l\u01b0u tr\u00ean gi\u1ea5y t\u1edd hay kh\u00f4ng,&#8230;<\/p>\n<p style=\"text-align: justify\">\u0110\u00e2y l\u00e0 m\u1ed9t b\u01b0\u1edbc r\u1ea5t quan tr\u1ecdng, gi\u00fap c\u00e1c nh\u00e0 l\u00e3nh \u0111\u1ea1o c\u1ea5p cao c\u00f3 \u0111\u01b0\u1ee3c s\u1ef1 \u0111\u00e1nh gi\u00e1 kh\u00e1ch quan v\u00e0 to\u00e0n di\u1ec7n nh\u1ea5t, tr\u00e1nh vi\u1ec7c b\u1ecf s\u00f3t nh\u1eefng d\u1eef li\u1ec7u quan tr\u1ecdng. M\u1ed9t s\u1ed1 d\u1eef li\u1ec7u m\u00e0 doanh nghi\u1ec7p c\u1ea7n \u0111\u1eb7c bi\u1ec7t l\u01b0u \u00fd l\u00e0 kh\u00e1ch h\u00e0ng, nh\u00e2n vi\u00ean, h\u1ee3p \u0111\u1ed3ng, d\u1eef li\u1ec7u mua b\u00e1n &#8211; thanh to\u00e1n,&#8230;<\/p>\n<h3 id=\"chon-cong-nghe-chuyen-doi-so-phu-hop-voi-to-chuc\"><span class=\"ez-toc-section\" id=\"Chon_cong_nghe_chuyen_doi_so_phu_hop_voi_to_chuc\"><\/span>Ch\u1ecdn c\u00f4ng ngh\u1ec7 chuy\u1ec3n \u0111\u1ed5i s\u1ed1 ph\u00f9 h\u1ee3p v\u1edbi t\u1ed5 ch\u1ee9c<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p style=\"text-align: justify\">Sau khi x\u00e1c \u0111\u1ecbnh \u0111\u01b0\u1ee3c t\u00ecnh h\u00ecnh, \u0111\u00e1nh gi\u00e1 c\u00e1c y\u1ebfu t\u1ed1 li\u00ean quan th\u00ec t\u1ed5 ch\u1ee9c c\u1ea7n x\u00e1c \u0111\u1ecbnh \u0111\u01b0\u1ee3c nhu c\u1ea7u v\u00e0 l\u1ef1a ch\u1ecdn c\u00f4ng ngh\u1ec7 ph\u00f9 h\u1ee3p, c\u00f3 th\u1ec3 gi\u1ea3i quy\u1ebft c\u00e1c v\u1ea5n \u0111\u1ec1 c\u1ee7a h\u1ecd. Trong qu\u00e1 tr\u00ecnh tri\u1ec3n khai, c\u00e1c t\u1ed5 ch\u1ee9c c\u0169ng c\u1ea7n trao \u0111\u1ed5i r\u00f5 r\u00e0ng, c\u1ee5 th\u1ec3, th\u1eb3ng th\u1eafn c\u00e1c y\u00eau c\u1ea7u, \u0111\u1eb7c \u0111i\u1ec3m \u0111\u1ec3 c\u00f3 \u0111\u01b0\u1ee3c c\u00f4ng ngh\u1ec7 chuy\u1ec3n \u0111\u1ed5i s\u1ed1 ph\u00f9 h\u1ee3p nh\u1ea5t. C\u00f3 th\u1ec3 trong kho\u1ea3ng th\u1eddi gian \u0111\u1ea7u s\u1ebd g\u1eb7p nhi\u1ec1u tr\u1edf ng\u1ea1i, tuy nhi\u00ean n\u1ebfu th\u00edch \u1ee9ng nhanh ch\u00f3ng th\u00ec c\u00f3 th\u1ec3 d\u1ec5 d\u00e0ng t\u1ed1i \u01b0u h\u00f3a hi\u1ec7u qu\u1ea3.<\/p>\n<h3 id=\"cam-ket-chuyen-doi-so\"><span class=\"ez-toc-section\" id=\"Cam_ket_chuyen_doi_so\"><\/span>Cam k\u1ebft chuy\u1ec3n \u0111\u1ed5i s\u1ed1<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p style=\"text-align: justify\">\u0110\u1ec3 c\u00f3 th\u1ec3 chuy\u1ec3n \u0111\u1ed5i s\u1ed1 to\u00e0n di\u1ec7n, vi\u1ec7c thay \u0111\u1ed5i v\u0103n h\u00f3a ch\u00ednh l\u00e0 \u0111i\u1ec1u kh\u00f3 kh\u0103n h\u01a1n c\u1ea3. T\u1ed5 ch\u1ee9c c\u1ea7n thi\u1ebft l\u1eadp k\u1ebf ho\u1ea1ch chi ti\u1ebft, chi\u1ebfn l\u01b0\u1ee3c c\u1ee5 th\u1ec3 c\u0169ng nh\u01b0 cam k\u1ebft hi\u1ec7u qu\u1ea3 c\u1ee7a qu\u00e1 tr\u00ecnh chuy\u1ec3n \u0111\u1ed5i s\u1ed1, nh\u1eb1m gi\u00fap nh\u00e2n vi\u00ean nh\u00e2n th\u1ee9c \u0111\u00fang \u0111\u1eafn v\u1ec1 t\u1ea7m quan tr\u1ecdng c\u1ee7a qu\u00e1 tr\u00ecnh n\u00e0y.<\/p>\n<p style=\"text-align: justify\">Song song v\u1edbi \u0111\u00f3, ban l\u00e3nh \u0111\u1ea1o c\u0169ng c\u1ea7n l\u1eafng nghe, ph\u1ea3n h\u1ed3i v\u00e0 ti\u1ebfp thu nh\u1eefng \u0111\u00f3ng g\u00f3p c\u1ee7a c\u1ea5p qu\u1ea3n l\u00fd, nh\u00e2n vi\u00ean v\u00e0 nh\u1eefng ng\u01b0\u1eddi li\u00ean quan \u0111\u1ebfn c\u00f4ng cu\u1ed9c n\u00e0y. Th\u00f4ng qua nh\u1eefng ph\u1ea3n h\u1ed3i, ban l\u00e3nh \u0111\u1ea1o c\u00f3 th\u1ec3 t\u00f9y ch\u1ec9nh quy tr\u00ecnh chuy\u1ec3n \u0111\u1ed5i s\u1ed1 sao cho hi\u1ec7u qu\u1ea3 nh\u1ea5t.<\/p>\n<h2 id=\"van-hoa-doanh-nghiep-trong-chuyen-doi-so\"><span class=\"ez-toc-section\" id=\"Van_hoa_doanh_nghiep_trong_chuyen_doi_so\"><\/span>V\u0103n h\u00f3a doanh nghi\u1ec7p trong chuy\u1ec3n \u0111\u1ed5i s\u1ed1<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p style=\"text-align: justify\">V\u0103n h\u00f3a doanh nghi\u1ec7p \u0111\u00f3ng m\u1ed9t vai tr\u00f2 quan tr\u1ecdng trong qu\u00e1 tr\u00ecnh chuy\u1ec3n \u0111\u1ed5i s\u1ed1. \u0110\u1ec3 th\u00e0nh c\u00f4ng trong vi\u1ec7c th\u00edch nghi v\u00e0 t\u1eadn d\u1ee5ng l\u1ee3i \u00edch t\u1eeb c\u00f4ng ngh\u1ec7 s\u1ed1 h\u00f3a, c\u00e1c doanh nghi\u1ec7p c\u1ea7n x\u00e2y d\u1ef1ng m\u1ed9t v\u0103n h\u00f3a m\u00e0 t\u1eadp trung v\u00e0o s\u1ef1 thay \u0111\u1ed5i, s\u00e1ng t\u1ea1o v\u00e0 h\u1ecdc t\u1eadp li\u00ean t\u1ee5c.<\/p>\n<p style=\"text-align: justify\">M\u1ed9t s\u1ed1 y\u1ebfu t\u1ed1 quan tr\u1ecdng c\u1ee7a v\u0103n h\u00f3a doanh nghi\u1ec7p trong chuy\u1ec3n \u0111\u1ed5i s\u1ed1:<\/p>\n<ul>\n<li>\n<p style=\"text-align: justify\">S\u00e1ng t\u1ea1o v\u00e0 kh\u00edch l\u1ec7 \u0111\u1ed5i m\u1edbi: Doanh nghi\u1ec7p c\u1ea7n khuy\u1ebfn kh\u00edch nh\u00e2n vi\u00ean t\u01b0 duy s\u00e1ng t\u1ea1o, t\u00ecm ki\u1ebfm c\u00e1ch ti\u1ebfp c\u1eadn m\u1edbi v\u00e0 \u0111\u01b0a ra \u00fd t\u01b0\u1edfng \u0111\u1ed9t ph\u00e1. T\u1ea1o ra m\u00f4i tr\u01b0\u1eddng an to\u00e0n \u0111\u1ec3 th\u1eed nghi\u1ec7m v\u00e0 &#8220;cho ph\u00e9p&#8221; s\u1ef1 th\u1ea5t b\u1ea1i, t\u1eeb \u0111\u00f3 r\u00fat ra b\u00e0i h\u1ecdc qu\u00fd b\u00e1u.<\/p>\n<\/li>\n<li>\n<p style=\"text-align: justify\">S\u1ef1 t\u1eadp trung v\u00e0o Kh\u00e1ch h\u00e0ng: Chuy\u1ec3n \u0111\u1ed5i s\u1ed1 kh\u00f4ng ch\u1ec9 l\u00e0 v\u1ec1 c\u00f4ng ngh\u1ec7, m\u00e0 c\u00f2n li\u00ean quan \u0111\u1ebfn c\u00e1ch cung c\u1ea5p gi\u00e1 tr\u1ecb cho kh\u00e1ch h\u00e0ng. V\u0103n h\u00f3a doanh nghi\u1ec7p c\u1ea7n \u0111\u1eb7t kh\u00e1ch h\u00e0ng l\u00ean h\u00e0ng \u0111\u1ea7u,\u00a0th\u1ea5u hi\u1ec3u s\u00e2u s\u1eafc v\u1ec1 nhu c\u1ea7u v\u00e0 mong mu\u1ed1n c\u1ee7a kh\u00e1ch h\u00e0ng.<\/p>\n<\/li>\n<li>\n<p style=\"text-align: justify\">H\u1ecdc t\u1eadp li\u00ean t\u1ee5c v\u00e0 s\u1eb5n s\u00e0ng thay \u0111\u1ed5i: V\u0103n h\u00f3a h\u1ecdc t\u1eadp li\u00ean t\u1ee5c \u0111\u00f3ng vai tr\u00f2 quan tr\u1ecdng trong vi\u1ec7c chuy\u1ec3n \u0111\u1ed5i s\u1ed1. Nh\u00e2n vi\u00ean c\u1ea7n s\u1eb5n s\u00e0ng h\u1ecdc h\u1ecfi v\u1ec1 c\u00f4ng ngh\u1ec7 m\u1edbi v\u00e0 c\u00e1ch \u00e1p d\u1ee5ng ch\u00fang \u0111\u1ec3 c\u1ea3i ti\u1ebfn qu\u00e1 tr\u00ecnh l\u00e0m vi\u1ec7c.<\/p>\n<\/li>\n<li>\n<p style=\"text-align: justify\">Tinh th\u1ea7n L\u00e3nh \u0111\u1ea1o: L\u00e3nh \u0111\u1ea1o c\u1ea7n th\u1ec3 hi\u1ec7n tinh th\u1ea7n d\u1eabn d\u1eaft v\u00e0 \u1ee7ng h\u1ed9 trong vi\u1ec7c th\u00fac \u0111\u1ea9y chuy\u1ec3n \u0111\u1ed5i s\u1ed1. H\u1ecd c\u1ea7n t\u1ea1o ra m\u1ed9t h\u01b0\u1edbng d\u1eabn r\u00f5 r\u00e0ng v\u00e0 m\u1ee5c ti\u00eau ph\u00f9 h\u1ee3p \u0111\u1ec3 t\u1eadp trung n\u1ed7 l\u1ef1c c\u1ee7a to\u00e0n b\u1ed9 t\u1ed5 ch\u1ee9c.<\/p>\n<\/li>\n<li>\n<p style=\"text-align: justify\">H\u1ee3p t\u00e1c v\u00e0 l\u00e0m vi\u1ec7c nh\u00f3m: V\u0103n h\u00f3a doanh nghi\u1ec7p c\u1ea7n khuy\u1ebfn kh\u00edch tinh th\u1ea7n h\u1ee3p t\u00e1c v\u00e0 l\u00e0m vi\u1ec7c nh\u00f3m. C\u00f4ng ngh\u1ec7 s\u1ed1 h\u00f3a th\u01b0\u1eddng y\u00eau c\u1ea7u c\u00e1c b\u1ed9 ph\u1eadn v\u00e0 c\u00e1 nh\u00e2n kh\u00e1c nhau t\u01b0\u01a1ng t\u00e1c \u0111\u1ec3 \u0111\u1ea1t \u0111\u01b0\u1ee3c hi\u1ec7u su\u1ea5t t\u1ed1i \u0111a.<\/p>\n<\/li>\n<li>\n<p style=\"text-align: justify\">T\u1ef1 \u0111\u1ed9ng h\u00f3a v\u00e0 quy tr\u00ecnh t\u1ed1i \u01b0u h\u00f3a: Doanh nghi\u1ec7p c\u1ea7n th\u00fac \u0111\u1ea9y t\u01b0 duy v\u1ec1 vi\u1ec7c t\u1ef1 \u0111\u1ed9ng h\u00f3a v\u00e0 t\u1ed1i \u01b0u h\u00f3a quy tr\u00ecnh l\u00e0m vi\u1ec7c, gi\u00fap gi\u1ea3m thi\u1ec3u th\u1eddi gian v\u00e0 ngu\u1ed3n l\u1ef1c, t\u1eeb \u0111\u00f3 t\u1ea1o \u0111i\u1ec1u ki\u1ec7n thu\u1eadn l\u1ee3i cho s\u1ef1 ph\u00e1t tri\u1ec3n v\u00e0 t\u1eadp trung v\u00e0o c\u00e1c nhi\u1ec7m v\u1ee5 quan tr\u1ecdng h\u01a1n.<\/p>\n<\/li>\n<\/ul>\n<p style=\"text-align: justify\">\u0110\u1ec3 th\u00e0nh c\u00f4ng trong vi\u1ec7c chuy\u1ec3n \u0111\u1ed5i s\u1ed1, doanh nghi\u1ec7p c\u1ea7n x\u00e2y d\u1ef1ng v\u0103n h\u00f3a s\u1ed1 m\u00e0 th\u00fac \u0111\u1ea9y s\u1ef1 thay \u0111\u1ed5i, s\u00e1ng t\u1ea1o v\u00e0 h\u1ecdc t\u1eadp li\u00ean t\u1ee5c. V\u0103n h\u00f3a n\u00e0y c\u1ea7n ph\u1ea3n \u00e1nh cam k\u1ebft c\u1ee7a t\u1ed5 ch\u1ee9c trong vi\u1ec7c t\u1eadn d\u1ee5ng ti\u1ec1m n\u0103ng c\u1ee7a c\u00f4ng ngh\u1ec7 s\u1ed1 h\u00f3a \u0111\u1ec3 \u0111\u1ea1t \u0111\u01b0\u1ee3c s\u1ef1 ph\u00e1t tri\u1ec3n b\u1ec1n v\u1eefng v\u00e0 t\u1ea1o ra gi\u00e1 tr\u1ecb th\u1ef1c s\u1ef1 cho kh\u00e1ch h\u00e0ng.<\/p>\n<p style=\"text-align: justify\"><img decoding=\"async\" alt=\"C\u00f4ng ngh\u1ec7 chuy\u1ec3n \u0111\u1ed5i s\u1ed1 Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o\" src=\"https:\/\/www.pace.edu.vn\/uploads\/news\/2023\/04\/9-cong-nghe-chuyen-doi-so-ai.jpg\" style=\"width: 1000px;height: 525px\"><\/p>\n<h2 id=\"chuyen-doi-so-va-so-hoa\"><span class=\"ez-toc-section\" id=\"Phan_biet_giua_chuyen_doi_so_Digital_Transformation_va_so_hoa_Digitization\"><\/span>Ph\u00e2n bi\u1ec7t gi\u1eefa chuy\u1ec3n \u0111\u1ed5i s\u1ed1 (Digital Transformation) v\u00e0 s\u1ed1 h\u00f3a (Digitization)<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<table cellpadding=\"5\" style=\"border-collapse:collapse;border:none;width:100%\" width=\"583\">\n<tr>\n<td style=\"border-style: solid;border-width: 1px;vertical-align: middle\">\n<p style=\"text-align: center\">Y\u1ebfu t\u1ed1<\/p>\n<\/td>\n<td style=\"border-style: solid;border-width: 1px;vertical-align: middle\">\n<p style=\"text-align: center\">Chuy\u1ec3n \u0111\u1ed5i s\u1ed1 (Digital Transformation)<\/p>\n<\/td>\n<td style=\"border-style: solid;border-width: 1px;vertical-align: middle\">\n<p style=\"text-align: center\">S\u1ed1 h\u00f3a (Digitization)<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td style=\"border-style: solid;border-width: 1px;vertical-align: middle\">\n<p style=\"text-align: center\">M\u1ee5c ti\u00eau<\/p>\n<\/td>\n<td style=\"border-style: solid;border-width: 1px;vertical-align: middle\">\n<p>C\u1ea3i ti\u1ebfn c\u00e1c quy tr\u00ecnh, m\u00f4 h\u00ecnh kinh doanh v\u00e0 t\u1ea1o ra gi\u00e1 tr\u1ecb m\u1edbi th\u00f4ng qua vi\u1ec7c \u00e1p d\u1ee5ng c\u00f4ng ngh\u1ec7 s\u1ed1<\/p>\n<\/td>\n<td style=\"border-style: solid;border-width: 1px;vertical-align: middle\">\n<p>Chuy\u1ec3n \u0111\u1ed5i d\u1eef li\u1ec7u v\u00e0 th\u00f4ng tin t\u1eeb d\u1ea1ng v\u1eadt l\u00fd sang d\u1ea1ng s\u1ed1<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td style=\"border-style: solid;border-width: 1px;vertical-align: middle\">\n<p style=\"text-align: center\">Ph\u1ea1m vi<\/p>\n<\/td>\n<td style=\"border-style: solid;border-width: 1px;vertical-align: middle\">\n<p>To\u00e0n di\u1ec7n v\u00e0 li\u00ean t\u1ee5c<\/p>\n<\/td>\n<td style=\"border-style: solid;border-width: 1px;vertical-align: middle\">\n<p>H\u1ea1n ch\u1ebf, d\u1ef1a tr\u00ean nhi\u1ec7m v\u1ee5 c\u1ee5 th\u1ec3<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td style=\"border-style: solid;border-width: 1px;vertical-align: middle\">\n<p style=\"text-align: center\">Th\u00e0nh ph\u1ea7n li\u00ean quan<\/p>\n<\/td>\n<td style=\"border-style: solid;border-width: 1px;vertical-align: middle\">\n<p>C\u00f4ng ngh\u1ec7, con ng\u01b0\u1eddi, quy tr\u00ecnh, v\u0103n h\u00f3a<\/p>\n<\/td>\n<td style=\"border-style: solid;border-width: 1px;vertical-align: middle\">\n<p>C\u00f4ng ngh\u1ec7, d\u1eef li\u1ec7u<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td style=\"border-style: solid;border-width: 1px;vertical-align: middle\">\n<p style=\"text-align: center\">T\u00e1c \u0111\u1ed9ng<\/p>\n<\/td>\n<td style=\"border-style: solid;border-width: 1px;vertical-align: middle\">\n<p>T\u00e1c \u0111\u1ed9ng \u0111\u1ebfn c\u1ea5u tr\u00fac t\u1ed5 ch\u1ee9c, chi\u1ebfn l\u01b0\u1ee3c kinh doanh v\u00e0 quan h\u1ec7 kh\u00e1ch h\u00e0ng<\/p>\n<\/td>\n<td style=\"border-style: solid;border-width: 1px;vertical-align: middle\">\n<p>T\u00e1c \u0111\u1ed9ng \u0111\u1ebfn c\u00e1ch l\u01b0u tr\u1eef v\u00e0 truy c\u1eadp d\u1eef li\u1ec7u<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td style=\"border-style: solid;border-width: 1px;vertical-align: middle\">\n<p style=\"text-align: center\">\u1ee8ng d\u1ee5ng<\/p>\n<\/td>\n<td style=\"border-style: solid;border-width: 1px;vertical-align: middle\">\n<p>Cloud computing, AI, IoT, Blockchain, Big Data,&#8230;<\/p>\n<\/td>\n<td style=\"border-style: solid;border-width: 1px;vertical-align: middle\">\n<p>Qu\u00e9t t\u00e0i li\u1ec7u, ch\u1ee5p \u1ea3nh, l\u01b0u tr\u1eef d\u1eef li\u1ec7u s\u1ed1, etc,&#8230;<\/p>\n<\/td>\n<\/tr>\n<\/table>\n<p>\n<em>L\u01b0u \u00fd: chuy\u1ec3n \u0111\u1ed5i s\u1ed1 v\u00e0 s\u1ed1 h\u00f3a kh\u00f4ng ph\u1ea3i l\u00e0 hai kh\u00e1i ni\u1ec7m ho\u00e0n to\u00e0n t\u00e1ch bi\u1ec7t. S\u1ed1 h\u00f3a l\u00e0 m\u1ed9t ph\u1ea7n c\u1ee7a chuy\u1ec3n \u0111\u1ed5i s\u1ed1, cung c\u1ea5p n\u1ec1n t\u1ea3ng c\u1ea7n thi\u1ebft cho vi\u1ec7c chuy\u1ec3n \u0111\u1ed5i to\u00e0n di\u1ec7n.<\/em><\/p>\n<h2 id=\"chuyen-doi-so-trong-esg\"><span class=\"ez-toc-section\" id=\"Chuyen_doi_so_trong_boi_canh_ESG\"><\/span>Chuy\u1ec3n \u0111\u1ed5i s\u1ed1 trong b\u1ed1i c\u1ea3nh ESG<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p style=\"text-align: justify\">Chuy\u1ec3n \u0111\u1ed5i s\u1ed1 trong b\u1ed1i c\u1ea3nh ESG (Environmental, Social, and Governance) \u0111\u1ec1 c\u1eadp \u0111\u1ebfn vi\u1ec7c \u00e1p d\u1ee5ng c\u00f4ng ngh\u1ec7 s\u1ed1 \u0111\u1ec3 th\u00fac \u0111\u1ea9y v\u00e0 \u0111\u1ea1t \u0111\u01b0\u1ee3c c\u00e1c m\u1ee5c ti\u00eau v\u1ec1 m\u00f4i tr\u01b0\u1eddng, x\u00e3 h\u1ed9i, v\u00e0 qu\u1ea3n tr\u1ecb. Trong th\u1eddi \u0111\u1ea1i ng\u00e0y nay, khi c\u00e1c v\u1ea5n \u0111\u1ec1 v\u1ec1 bi\u1ebfn \u0111\u1ed5i kh\u00ed h\u1eadu, b\u1ea5t b\u00ecnh \u0111\u1eb3ng x\u00e3 h\u1ed9i, v\u00e0 y\u00eau c\u1ea7u v\u1ec1 qu\u1ea3n tr\u1ecb c\u00f4ng ty ng\u00e0y c\u00e0ng tr\u1edf n\u00ean c\u1ea5p b\u00e1ch, chuy\u1ec3n \u0111\u1ed5i s\u1ed1 \u0111\u00e3 tr\u1edf th\u00e0nh m\u1ed9t c\u00f4ng c\u1ee5 quan tr\u1ecdng gi\u00fap c\u00e1c t\u1ed5 ch\u1ee9c v\u00e0 doanh nghi\u1ec7p ti\u1ebfp c\u1eadn v\u00e0 gi\u1ea3i quy\u1ebft c\u00e1c th\u00e1ch th\u1ee9c n\u00e0y m\u1ed9t c\u00e1ch hi\u1ec7u qu\u1ea3 h\u01a1n. D\u01b0\u1edbi \u0111\u00e2y l\u00e0 c\u00e1ch chuy\u1ec3n \u0111\u1ed5i s\u1ed1 h\u1ed7 tr\u1ee3 c\u00e1c y\u1ebfu t\u1ed1 ESG:<\/p>\n<ul>\n<li style=\"text-align: justify\">M\u00f4i Tr\u01b0\u1eddng (Environmental)<\/li>\n<li style=\"text-align: justify\">X\u00e3 H\u1ed9i (Social)<\/li>\n<li style=\"text-align: justify\">Qu\u1ea3n Tr\u1ecb (Governance)<\/li>\n<\/ul>\n<p style=\"text-align: center\"><img decoding=\"async\" alt=\"\u1ee8ng d\u1ee5ng chuy\u1ec3n \u0111\u1ed5i s\u1ed1 trong ESG\" src=\"https:\/\/www.pace.edu.vn\/uploads\/news\/2024\/02\/6-vai-tro-cua-esg-doi-voi-doanh-nghiep.jpg\" style=\"width: 1000px;height: 525px\"><\/p>\n<h3 id=\"moi-truong\"><span class=\"ez-toc-section\" id=\"Moi_Truong_Environmental\"><\/span>M\u00f4i Tr\u01b0\u1eddng (Environmental)<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<ul>\n<li style=\"text-align: justify\">Qu\u1ea3n l\u00fd t\u00e0i nguy\u00ean v\u00e0 n\u0103ng l\u01b0\u1ee3ng: S\u1eed d\u1ee5ng c\u00f4ng ngh\u1ec7 IoT (Internet of Things) v\u00e0 AI (Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o) \u0111\u1ec3 theo d\u00f5i v\u00e0 t\u1ed1i \u01b0u h\u00f3a vi\u1ec7c s\u1eed d\u1ee5ng n\u0103ng l\u01b0\u1ee3ng, n\u01b0\u1edbc v\u00e0 c\u00e1c t\u00e0i nguy\u00ean kh\u00e1c, gi\u1ea3m thi\u1ec3u l\u00e3ng ph\u00ed v\u00e0 ph\u00e1t th\u1ea3i carbon.<\/li>\n<li style=\"text-align: justify\">N\u00f4ng nghi\u1ec7p th\u00f4ng minh: \u00c1p d\u1ee5ng c\u00f4ng ngh\u1ec7 s\u1ed1 trong n\u00f4ng nghi\u1ec7p gi\u00fap t\u0103ng c\u01b0\u1eddng s\u1ea3n xu\u1ea5t b\u1ec1n v\u1eefng, qu\u1ea3n l\u00fd t\u1ed1t h\u01a1n vi\u1ec7c s\u1eed d\u1ee5ng ph\u00e2n b\u00f3n v\u00e0 thu\u1ed1c tr\u1eeb s\u00e2u, t\u1eeb \u0111\u00f3 gi\u1ea3m t\u00e1c \u0111\u1ed9ng x\u1ea5u \u0111\u1ebfn m\u00f4i tr\u01b0\u1eddng.<\/li>\n<li style=\"text-align: justify\">Gi\u00e1m s\u00e1t v\u00e0 b\u00e1o c\u00e1o m\u00f4i tr\u01b0\u1eddng: C\u00e1c h\u1ec7 th\u1ed1ng d\u1eef li\u1ec7u l\u1edbn v\u00e0 ph\u00e2n t\u00edch c\u00f3 th\u1ec3 theo d\u00f5i v\u00e0 b\u00e1o c\u00e1o v\u1ec1 hi\u1ec7u su\u1ea5t m\u00f4i tr\u01b0\u1eddng, gi\u00fap t\u1ed5 ch\u1ee9c tu\u00e2n th\u1ee7 c\u00e1c quy \u0111\u1ecbnh v\u1ec1 m\u00f4i tr\u01b0\u1eddng v\u00e0 c\u1ea3i thi\u1ec7n minh b\u1ea1ch.<\/li>\n<\/ul>\n<h3 id=\"xa-hoi\"><span class=\"ez-toc-section\" id=\"Xa_Hoi_Social\"><\/span>X\u00e3 H\u1ed9i (Social)<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<ul>\n<li style=\"text-align: justify\">C\u1ea3i thi\u1ec7n s\u1ef1 ti\u1ebfp c\u1eadn d\u1ecbch v\u1ee5: Chuy\u1ec3n \u0111\u1ed5i s\u1ed1 gi\u00fap c\u1ea3i thi\u1ec7n s\u1ef1 ti\u1ebfp c\u1eadn d\u1ecbch v\u1ee5 y t\u1ebf, gi\u00e1o d\u1ee5c v\u00e0 d\u1ecbch v\u1ee5 c\u00f4ng qua c\u00e1c \u1ee9ng d\u1ee5ng tr\u1ef1c tuy\u1ebfn, gi\u1ea3m b\u1ea5t b\u00ecnh \u0111\u1eb3ng v\u00e0 t\u0103ng c\u01b0\u1eddng quy\u1ec1n l\u1ee3i cho c\u1ed9ng \u0111\u1ed3ng.<\/li>\n<li style=\"text-align: justify\">Lao \u0111\u1ed9ng v\u00e0 vi\u1ec7c l\u00e0m: Ph\u00e1t tri\u1ec3n k\u1ef9 n\u0103ng s\u1ed1 cho l\u1ef1c l\u01b0\u1ee3ng lao \u0111\u1ed9ng, chu\u1ea9n b\u1ecb cho h\u1ecd v\u1edbi c\u00e1c c\u00f4ng vi\u1ec7c c\u1ee7a t\u01b0\u01a1ng lai, v\u00e0 c\u1ea3i thi\u1ec7n \u0111i\u1ec1u ki\u1ec7n l\u00e0m vi\u1ec7c th\u00f4ng qua c\u00f4ng ngh\u1ec7 t\u1ef1 \u0111\u1ed9ng h\u00f3a v\u00e0 AI.<\/li>\n<li style=\"text-align: justify\">T\u0103ng c\u01b0\u1eddng quan h\u1ec7 c\u1ed9ng \u0111\u1ed3ng: S\u1eed d\u1ee5ng c\u00f4ng ngh\u1ec7 \u0111\u1ec3 t\u0103ng c\u01b0\u1eddng s\u1ef1 tham gia c\u1ee7a c\u1ed9ng \u0111\u1ed3ng v\u00e0 c\u1ea3i thi\u1ec7n s\u1ef1 hi\u1ec3u bi\u1ebft v\u00e0 t\u01b0\u01a1ng t\u00e1c gi\u1eefa c\u00e1c t\u1ed5 ch\u1ee9c v\u00e0 c\u00e1 nh\u00e2n.<\/li>\n<\/ul>\n<h3 id=\"quan-tri\"><span class=\"ez-toc-section\" id=\"Quan_Tri_Governance\"><\/span>Qu\u1ea3n Tr\u1ecb (Governance)<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<ul>\n<li style=\"text-align: justify\">Qu\u1ea3n tr\u1ecb minh b\u1ea1ch: Blockchain v\u00e0 c\u00e1c c\u00f4ng ngh\u1ec7 kh\u00e1c cung c\u1ea5p n\u1ec1n t\u1ea3ng cho vi\u1ec7c t\u1ea1o ra c\u00e1c h\u1ec7 th\u1ed1ng qu\u1ea3n tr\u1ecb minh b\u1ea1ch v\u00e0 tr\u00e1ch nhi\u1ec7m gi\u1ea3i tr\u00ecnh, t\u1eeb \u0111\u00f3 t\u0103ng c\u01b0\u1eddng ni\u1ec1m tin c\u1ee7a c\u1ed5 \u0111\u00f4ng v\u00e0 ng\u01b0\u1eddi ti\u00eau d\u00f9ng.<\/li>\n<li style=\"text-align: justify\">Qu\u1ea3n l\u00fd r\u1ee7i ro v\u00e0 tu\u00e2n th\u1ee7: C\u00f4ng ngh\u1ec7 s\u1ed1 gi\u00fap t\u1ed5 ch\u1ee9c gi\u00e1m s\u00e1t v\u00e0 qu\u1ea3n l\u00fd r\u1ee7i ro t\u1ed1t h\u01a1n, c\u0169ng nh\u01b0 \u0111\u1ea3m b\u1ea3o tu\u00e2n th\u1ee7 c\u00e1c quy \u0111\u1ecbnh ph\u00e1p lu\u1eadt v\u00e0 ti\u00eau chu\u1ea9n ng\u00e0nh.<\/li>\n<\/ul>\n<p style=\"text-align: justify\">Chuy\u1ec3n \u0111\u1ed5i s\u1ed1 trong b\u1ed1i c\u1ea3nh ESG kh\u00f4ng ch\u1ec9 gi\u00fap c\u00e1c t\u1ed5 ch\u1ee9c v\u00e0 doanh nghi\u1ec7p gi\u1ea3i quy\u1ebft c\u00e1c v\u1ea5n \u0111\u1ec1 c\u1ea5p b\u00e1ch v\u1ec1 m\u00f4i tr\u01b0\u1eddng v\u00e0 x\u00e3 h\u1ed9i m\u00e0 c\u00f2n mang l\u1ea1i l\u1ee3i \u00edch kinh t\u1ebf th\u00f4ng qua vi\u1ec7c n\u00e2ng cao hi\u1ec7u qu\u1ea3 ho\u1ea1t \u0111\u1ed9ng, t\u1ea1o ra s\u1ef1 \u0111\u1ed5i m\u1edbi v\u00e0 m\u1edf r\u1ed9ng c\u01a1 h\u1ed9i kinh doanh. Y\u00eau c\u1ea7u s\u1ef1 cam k\u1ebft v\u00e0 h\u1ee3p t\u00e1c t\u1eeb t\u1ea5t c\u1ea3 c\u00e1c b\u00ean li\u00ean quan, t\u1eeb ch\u00ednh ph\u1ee7 \u0111\u1ebfn doanh nghi\u1ec7p v\u00e0 c\u1ed9ng \u0111\u1ed3ng, \u0111\u1ec3 t\u1eadn d\u1ee5ng t\u1ed1i \u0111a l\u1ee3i \u00edch m\u00e0 c\u00f4ng ngh\u1ec7 s\u1ed1 mang l\u1ea1i.<\/p>\n<h2 id=\"ung-dung-chuyen-doi-so-trong-phong-chong-va-ung-pho-bien-doi-khi-hau\"><span class=\"ez-toc-section\" id=\"Ung_dung_chuyen_doi_so_trong_phong_chong_va_ung_pho_voi_bien_doi_khi_hau\"><\/span>\u1ee8ng d\u1ee5ng chuy\u1ec3n \u0111\u1ed5i s\u1ed1 trong ph\u00f2ng ch\u1ed1ng v\u00e0 \u1ee9ng ph\u00f3 v\u1edbi bi\u1ebfn \u0111\u1ed5i kh\u00ed h\u1eadu<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p style=\"text-align: justify\">Chuy\u1ec3n \u0111\u1ed5i s\u1ed1 trong b\u1ed1i c\u1ea3nh ph\u00f2ng ch\u1ed1ng v\u00e0 \u1ee9ng ph\u00f3 v\u1edbi bi\u1ebfn \u0111\u1ed5i kh\u00ed h\u1eadu l\u00e0 vi\u1ec7c \u00e1p d\u1ee5ng v\u00e0 t\u00edch h\u1ee3p c\u00f4ng ngh\u1ec7 s\u1ed1 v\u00e0o c\u00e1c chi\u1ebfn l\u01b0\u1ee3c, k\u1ebf ho\u1ea1ch v\u00e0 ho\u1ea1t \u0111\u1ed9ng nh\u1eb1m gi\u1ea3m thi\u1ec3u t\u00e1c \u0111\u1ed9ng c\u1ee7a bi\u1ebfn \u0111\u1ed5i kh\u00ed h\u1eadu c\u0169ng nh\u01b0 t\u0103ng c\u01b0\u1eddng kh\u1ea3 n\u0103ng th\u00edch \u1ee9ng v\u00e0 ph\u1ee5c h\u1ed3i c\u1ee7a x\u00e3 h\u1ed9i tr\u01b0\u1edbc nh\u1eefng thay \u0111\u1ed5i n\u00e0y. C\u00f4ng ngh\u1ec7 s\u1ed1 cung c\u1ea5p c\u00e1c c\u00f4ng c\u1ee5 m\u1ea1nh m\u1ebd \u0111\u1ec3 thu th\u1eadp d\u1eef li\u1ec7u, ph\u00e2n t\u00edch, d\u1ef1 b\u00e1o v\u00e0 t\u1ea1o ra c\u00e1c gi\u1ea3i ph\u00e1p s\u00e1ng t\u1ea1o, t\u1eeb \u0111\u00f3 gi\u00fap \u0111\u1ed1i ph\u00f3 hi\u1ec7u qu\u1ea3 v\u1edbi bi\u1ebfn \u0111\u1ed5i kh\u00ed h\u1eadu.<\/p>\n<p style=\"text-align: center\"><img decoding=\"async\" alt=\"\u1ee8ng d\u1ee5ng chuy\u1ec3n \u0111\u1ed5i s\u1ed1 v\u00e0o ph\u00f2ng ch\u1ed1ng v\u00e0 \u1ee9ng ph\u00f3 v\u1edbi bi\u1ebfn \u0111\u1ed5i kh\u00ed h\u1eadu\" src=\"https:\/\/www.pace.edu.vn\/uploads\/news\/2024\/02\/1-bien-doi-khi-hau-la-gi.jpg\" style=\"width: 1000px;height: 525px\"><\/p>\n<p style=\"text-align: justify\">M\u1ed9t s\u1ed1 c\u00e1ch th\u1ee9c chuy\u1ec3n \u0111\u1ed5i s\u1ed1 h\u1ed7 tr\u1ee3 c\u00f4ng t\u00e1c ph\u00f2ng ch\u1ed1ng v\u00e0 \u1ee9ng ph\u00f3 v\u1edbi bi\u1ebfn \u0111\u1ed5i kh\u00ed h\u1eadu:<\/p>\n<h3><span class=\"ez-toc-section\" id=\"Phan_tich_big_data_va_mo_hinh_hoa_khi_hau\"><\/span>Ph\u00e2n t\u00edch big data v\u00e0 m\u00f4 h\u00ecnh h\u00f3a kh\u00ed h\u1eadu<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<ul>\n<li>Ph\u00e2n t\u00edch d\u1eef li\u1ec7u l\u1edbn: S\u1eed d\u1ee5ng d\u1eef li\u1ec7u t\u1eeb v\u1ec7 tinh, c\u1ea3m bi\u1ebfn m\u00f4i tr\u01b0\u1eddng v\u00e0 c\u00e1c ngu\u1ed3n kh\u00e1c \u0111\u1ec3 ph\u00e2n t\u00edch xu h\u01b0\u1edbng kh\u00ed h\u1eadu, d\u1ef1 \u0111o\u00e1n c\u00e1c s\u1ef1 ki\u1ec7n th\u1eddi ti\u1ebft c\u1ef1c \u0111oan v\u00e0 theo d\u00f5i s\u1ef1 thay \u0111\u1ed5i c\u1ee7a m\u00f4i tr\u01b0\u1eddng.<\/li>\n<li>M\u00f4 h\u00ecnh h\u00f3a kh\u00ed h\u1eadu: Ph\u00e1t tri\u1ec3n c\u00e1c m\u00f4 h\u00ecnh m\u00e1y h\u1ecdc v\u00e0 tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o \u0111\u1ec3 d\u1ef1 \u0111o\u00e1n v\u00e0 m\u00f4 ph\u1ecfng t\u00e1c \u0111\u1ed9ng c\u1ee7a bi\u1ebfn \u0111\u1ed5i kh\u00ed h\u1eadu, gi\u00fap c\u00e1c nh\u00e0 khoa h\u1ecdc v\u00e0 ch\u00ednh s\u00e1ch \u0111\u01b0a ra quy\u1ebft \u0111\u1ecbnh d\u1ef1a tr\u00ean d\u1eef li\u1ec7u.<\/li>\n<\/ul>\n<h3><span class=\"ez-toc-section\" id=\"Nang_luong_tai_tao_va_quan_ly_nang_luong_thong_minh\"><\/span>N\u0103ng l\u01b0\u1ee3ng t\u00e1i t\u1ea1o v\u00e0 qu\u1ea3n l\u00fd n\u0103ng l\u01b0\u1ee3ng th\u00f4ng minh<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<ul>\n<li style=\"text-align: justify\">Qu\u1ea3n l\u00fd n\u0103ng l\u01b0\u1ee3ng th\u00f4ng minh: S\u1eed d\u1ee5ng c\u00f4ng ngh\u1ec7 IoT v\u00e0 h\u1ec7 th\u1ed1ng qu\u1ea3n l\u00fd n\u0103ng l\u01b0\u1ee3ng \u0111\u1ec3 t\u1ed1i \u01b0u h\u00f3a s\u1ea3n xu\u1ea5t, ph\u00e2n ph\u1ed1i v\u00e0 ti\u00eau th\u1ee5 n\u0103ng l\u01b0\u1ee3ng, gi\u1ea3m thi\u1ec3u l\u00e3ng ph\u00ed v\u00e0 khuy\u1ebfn kh\u00edch s\u1eed d\u1ee5ng n\u0103ng l\u01b0\u1ee3ng t\u00e1i t\u1ea1o.<\/li>\n<li style=\"text-align: justify\">H\u1ec7 th\u1ed1ng l\u01b0\u1edbi \u0111i\u1ec7n th\u00f4ng minh: Ph\u00e1t tri\u1ec3n l\u01b0\u1edbi \u0111i\u1ec7n c\u00f3 th\u1ec3 t\u1ef1 \u0111i\u1ec1u ch\u1ec9nh, t\u00edch h\u1ee3p n\u0103ng l\u01b0\u1ee3ng t\u00e1i t\u1ea1o, v\u00e0 ph\u00e2n ph\u1ed1i n\u0103ng l\u01b0\u1ee3ng m\u1ed9t c\u00e1ch hi\u1ec7u qu\u1ea3, gi\u1ea3m thi\u1ec3u s\u1ef1 ph\u1ee5 thu\u1ed9c v\u00e0o nhi\u00ean li\u1ec7u h\u00f3a th\u1ea1ch.<\/li>\n<\/ul>\n<h3><span class=\"ez-toc-section\" id=\"Nong_nghiep_thong_minh\"><\/span>N\u00f4ng nghi\u1ec7p th\u00f4ng minh<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<ul>\n<li style=\"text-align: justify\">Theo d\u00f5i v\u00e0 ph\u00e2n t\u00edch d\u1eef li\u1ec7u: S\u1eed d\u1ee5ng c\u1ea3m bi\u1ebfn v\u00e0 h\u00ecnh \u1ea3nh t\u1eeb v\u1ec7 tinh \u0111\u1ec3 theo d\u00f5i \u0111i\u1ec1u ki\u1ec7n th\u1ed5 nh\u01b0\u1ee1ng, \u0111\u1ed9 \u1ea9m, v\u00e0 s\u00e2u b\u1ec7nh, gi\u00fap n\u00f4ng d\u00e2n t\u1ed1i \u01b0u h\u00f3a vi\u1ec7c s\u1eed d\u1ee5ng n\u01b0\u1edbc v\u00e0 ph\u00e2n b\u00f3n, \u0111\u1ed3ng th\u1eddi t\u0103ng c\u01b0\u1eddng n\u0103ng su\u1ea5t m\u1ed9t c\u00e1ch b\u1ec1n v\u1eefng.<\/li>\n<li style=\"text-align: justify\">H\u1ec7 th\u1ed1ng t\u01b0\u1edbi ti\u00eau th\u00f4ng minh: S\u1eed d\u1ee5ng d\u1eef li\u1ec7u th\u1eddi ti\u1ebft v\u00e0 \u0111\u1ea5t \u0111ai \u0111\u1ec3 t\u1ef1 \u0111\u1ed9ng \u0111i\u1ec1u ch\u1ec9nh h\u1ec7 th\u1ed1ng t\u01b0\u1edbi ti\u00eau, gi\u1ea3m l\u01b0\u1ee3ng n\u01b0\u1edbc ti\u00eau th\u1ee5 v\u00e0 h\u1ea1n ch\u1ebf s\u1ef1 c\u1ea1n ki\u1ec7t ngu\u1ed3n n\u01b0\u1edbc.<\/li>\n<\/ul>\n<h3><span class=\"ez-toc-section\" id=\"Giam_phat_thai_va_quan_ly_Carbon\"><\/span>Gi\u1ea3m ph\u00e1t th\u1ea3i v\u00e0 qu\u1ea3n l\u00fd Carbon<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<ul>\n<li style=\"text-align: justify\">Theo d\u00f5i v\u00e0 gi\u1ea3m ph\u00e1t th\u1ea3i: S\u1eed d\u1ee5ng ph\u1ea7n m\u1ec1m v\u00e0 c\u00f4ng ngh\u1ec7 \u0111\u1ec3 theo d\u00f5i v\u00e0 gi\u1ea3m ph\u00e1t th\u1ea3i carbon t\u1eeb c\u00e1c ho\u1ea1t \u0111\u1ed9ng c\u00f4ng nghi\u1ec7p v\u00e0 giao th\u00f4ng, qua \u0111\u00f3 h\u1ed7 tr\u1ee3 vi\u1ec7c chuy\u1ec3n \u0111\u1ed5i sang c\u00e1c m\u00f4 h\u00ecnh kinh doanh \u00edt carbon h\u01a1n.<\/li>\n<li style=\"text-align: justify\">Th\u1ecb tr\u01b0\u1eddng carbon v\u00e0 blockchain: Ph\u00e1t tri\u1ec3n th\u1ecb tr\u01b0\u1eddng carbon s\u1eed d\u1ee5ng c\u00f4ng ngh\u1ec7 blockchain \u0111\u1ec3 \u0111\u1ea3m b\u1ea3o t\u00ednh minh b\u1ea1ch v\u00e0 hi\u1ec7u qu\u1ea3 trong giao d\u1ecbch v\u00e0 theo d\u00f5i quy\u1ec1n ph\u00e1t th\u1ea3i carbon.<\/li>\n<\/ul>\n<h3><span class=\"ez-toc-section\" id=\"Phat_trien_do_thi_thong_minh_va_ben_vung\"><\/span>Ph\u00e1t tri\u1ec3n \u0111\u00f4 th\u1ecb th\u00f4ng minh v\u00e0 b\u1ec1n v\u1eefng<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<ul>\n<li style=\"text-align: justify\">Qu\u1ea3n l\u00fd \u0111\u00f4 th\u1ecb th\u00f4ng minh: \u00c1p d\u1ee5ng c\u00f4ng ngh\u1ec7 \u0111\u1ec3 t\u1ed1i \u01b0u h\u00f3a vi\u1ec7c s\u1eed d\u1ee5ng t\u00e0i nguy\u00ean, qu\u1ea3n l\u00fd r\u00e1c th\u1ea3i, v\u00e0 gi\u1ea3m \u00f4 nhi\u1ec5m, bi\u1ebfn c\u00e1c th\u00e0nh ph\u1ed1 tr\u1edf n\u00ean th\u00f4ng minh v\u00e0 ph\u00e1t tri\u1ec3n b\u1ec1n v\u1eefng h\u01a1n.<\/li>\n<li style=\"text-align: justify\">Giao th\u00f4ng th\u00f4ng minh: Ph\u00e1t tri\u1ec3n h\u1ec7 th\u1ed1ng giao th\u00f4ng s\u1eed d\u1ee5ng c\u00f4ng ngh\u1ec7 \u0111\u1ec3 gi\u1ea3m t\u1eafc ngh\u1ebdn, kh\u00ed th\u1ea3i v\u00e0 khuy\u1ebfn kh\u00edch vi\u1ec7c s\u1eed d\u1ee5ng ph\u01b0\u01a1ng ti\u1ec7n giao th\u00f4ng c\u00f4ng c\u1ed9ng v\u00e0 xanh.<\/li>\n<\/ul>\n<p>Chuy\u1ec3n \u0111\u1ed5i s\u1ed1 cung c\u1ea5p c\u00f4ng c\u1ee5 m\u1ea1nh m\u1ebd cho vi\u1ec7c \u1ee9ng ph\u00f3 v\u1edbi bi\u1ebfn \u0111\u1ed5i kh\u00ed h\u1eadu, t\u1eeb vi\u1ec7c t\u0103ng c\u01b0\u1eddng hi\u1ec3u bi\u1ebft v\u1ec1 m\u00f4i tr\u01b0\u1eddng, t\u1ed1i \u01b0u h\u00f3a s\u1eed d\u1ee5ng t\u00e0i nguy\u00ean, \u0111\u1ebfn vi\u1ec7c ph\u00e1t tri\u1ec3n c\u00e1c gi\u1ea3i ph\u00e1p b\u1ec1n v\u1eefng cho t\u01b0\u01a1ng lai. C\u00e1c t\u1ed5 ch\u1ee9c, doanh nghi\u1ec7p v\u00e0 ch\u00ednh ph\u1ee7 c\u1ea7n h\u1ee3p t\u00e1c v\u00e0 \u00e1p d\u1ee5ng nh\u1eefng c\u00f4ng ngh\u1ec7 n\u00e0y \u0111\u1ec3 \u0111\u1ed1i ph\u00f3 hi\u1ec7u qu\u1ea3 v\u1edbi th\u00e1ch th\u1ee9c c\u1ee7a bi\u1ebfn \u0111\u1ed5i kh\u00ed h\u1eadu.<\/p>\n<h2 id=\"cac-cau-hoi-thuong-gap-ve-chuyen-doi-so\"><span class=\"ez-toc-section\" id=\"Cac_cau_hoi_thuong_gap_ve_chuyen_doi_so\"><\/span>C\u00e1c c\u00e2u h\u1ecfi th\u01b0\u1eddng g\u1eb7p v\u1ec1 chuy\u1ec3n \u0111\u1ed5i s\u1ed1<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<ul>\n<li>Chuy\u1ec3n \u0111\u1ed5i s\u1ed1 l\u00e0 tr\u00e1ch nhi\u1ec7m c\u1ee7a ai?<\/li>\n<li>Khi n\u00e0o th\u00ec n\u00ean chuy\u1ec3n \u0111\u1ed5i s\u1ed1?<\/li>\n<li>Tin h\u1ecdc h\u00f3a l\u00e0 g\u00ec?<\/li>\n<li>S\u1ef1 kh\u00e1c nhau c\u0103n b\u1ea3n gi\u1eefa chuy\u1ec3n \u0111\u1ed5i s\u1ed1 v\u00e0 tin h\u1ecdc h\u00f3a l\u00e0 g\u00ec?<\/li>\n<li>C\u00f4ng ngh\u1ec7 s\u1ed1 l\u00e0 g\u00ec?<\/li>\n<li>C\u00e1ch m\u1ea1ng c\u00f4ng nghi\u1ec7p l\u1ea7n th\u1ee9 t\u01b0 l\u00e0 g\u00ec?<\/li>\n<li>T\u1ea1i sao n\u00f3i chuy\u1ec3n \u0111\u1ed5i s\u1ed1 l\u00e0 &#8220;thay \u0111\u1ed5i k\u00edch th\u01b0\u1edbc b\u00e0n \u0103n&#8221;?<\/li>\n<li>Kh\u00f3 kh\u0103n v\u00e0 th\u00e1ch th\u1ee9c l\u1edbn nh\u1ea5t c\u1ee7a chuy\u1ec3n \u0111\u1ed5i s\u1ed1 l\u00e0 g\u00ec?<\/li>\n<li>\u0110\u00e0o t\u1ea1o k\u1ef9 n\u0103ng s\u1ed1 nh\u01b0 th\u1ebf n\u00e0o?<\/li>\n<li>L\u00e0m sao \u0111\u1ec3 an to\u00e0n trong m\u00f4i tr\u01b0\u1eddng s\u1ed1?<\/li>\n<li>T\u1ea1i sao c\u00e1c d\u1ef1 \u00e1n chuy\u1ec3n \u0111\u1ed5i k\u1ef9 thu\u1eadt s\u1ed1 th\u1ea5t b\u1ea1i?<\/li>\n<\/ul>\n<p id=\"chuyen-doi-so-la-trach-nhiem-cua-ai\">Chuy\u1ec3n \u0111\u1ed5i s\u1ed1 l\u00e0 tr\u00e1ch nhi\u1ec7m c\u1ee7a ai?<\/p>\n<p style=\"text-align: justify\">Chuy\u1ec3n \u0111\u1ed5i s\u1ed1 \u0111\u01b0\u1ee3c coi l\u00e0 tr\u00e1ch nhi\u1ec7m chung c\u1ee7a t\u1ea5t c\u1ea3 m\u1ecdi ng\u01b0\u1eddi, kh\u00f4ng c\u00f3 m\u1ed9t ng\u01b0\u1eddi hay m\u1ed9t nh\u00f3m n\u00e0o c\u00f3 tr\u00e1ch nhi\u1ec7m \u0111\u1ed9c quy\u1ec1n. Tuy nhi\u00ean, c\u00f3 th\u1ec3 c\u00f3 c\u00e1c t\u1ed5 ch\u1ee9c ch\u00ednh ph\u1ee7, doanh nghi\u1ec7p, t\u1ed5 ch\u1ee9c phi l\u1ee3i nhu\u1eadn ho\u1eb7c c\u00e1c nh\u00f3m ho\u1ea1t \u0111\u1ed9ng x\u00e3 h\u1ed9i \u0111\u01b0a ra chi\u1ebfn l\u01b0\u1ee3c v\u00e0 c\u00e1c gi\u1ea3i ph\u00e1p \u0111\u1ec3 th\u00fac \u0111\u1ea9y chuy\u1ec3n \u0111\u1ed5i s\u1ed1 c\u1ee7a \u0111\u1ea5t n\u01b0\u1edbc.<\/p>\n<ul>\n<li>\n<p style=\"text-align: justify\">Ch\u00ednh ph\u1ee7: Ch\u00ednh ph\u1ee7 th\u01b0\u1eddng \u0111\u00f3ng vai tr\u00f2 quan tr\u1ecdng trong vi\u1ec7c th\u00fac \u0111\u1ea9y chuy\u1ec3n \u0111\u1ed5i s\u1ed1 trong qu\u1ed1c gia. X\u00e2y d\u1ef1ng c\u00e1c ch\u00ednh s\u00e1ch v\u00e0 quy \u0111\u1ecbnh, cung c\u1ea5p h\u1ed7 tr\u1ee3 t\u00e0i ch\u00ednh cho c\u00e1c d\u1ef1 \u00e1n chuy\u1ec3n \u0111\u1ed5i s\u1ed1\u00a0v\u00e0 th\u00fac \u0111\u1ea9y vi\u1ec7c tri\u1ec3n khai c\u00e1c d\u1ecbch v\u1ee5 c\u00f4ng tr\u1ef1c tuy\u1ebfn.<\/p>\n<\/li>\n<li>\n<p style=\"text-align: justify\">Doanh nghi\u1ec7p: Doanh nghi\u1ec7p ph\u1ea3i t\u1ef1 th\u00fac \u0111\u1ea9y chuy\u1ec3n \u0111\u1ed5i s\u1ed1 \u0111\u1ec3 c\u1ea3i thi\u1ec7n hi\u1ec7u su\u1ea5t, t\u1ea1o ra c\u01a1 h\u1ed9i kinh doanh m\u1edbi v\u00e0 duy tr\u00ec t\u00ednh c\u1ea1nh tranh. Chuy\u1ec3n \u0111\u1ed5i s\u1ed1 th\u01b0\u1eddng li\u00ean quan \u0111\u1ebfn \u0111\u1ea7u t\u01b0 trong c\u00f4ng ngh\u1ec7 m\u1edbi, \u0111\u00e0o t\u1ea1o nh\u00e2n vi\u00ean, v\u00e0 thay \u0111\u1ed5i qu\u00e1 tr\u00ecnh l\u00e0m vi\u1ec7c.<\/p>\n<\/li>\n<li>\n<p style=\"text-align: justify\">Nh\u00e2n vi\u00ean: Nh\u00e2n vi\u00ean \u0111\u00f3ng vai tr\u00f2 quan tr\u1ecdng trong vi\u1ec7c th\u00fac \u0111\u1ea9y chuy\u1ec3n \u0111\u1ed5i s\u1ed1. H\u1ecd c\u1ea7n h\u1ecdc c\u00e1ch s\u1eed d\u1ee5ng c\u00f4ng ngh\u1ec7 m\u1edbi, \u0111\u00f3ng g\u00f3p \u00fd ki\u1ebfn v\u00e0 tham gia v\u00e0o qu\u00e1 tr\u00ecnh chuy\u1ec3n \u0111\u1ed5i.<\/p>\n<\/li>\n<li>\n<p style=\"text-align: justify\">T\u1ed5 ch\u1ee9c phi l\u1ee3i nhu\u1eadn v\u00e0 x\u00e3 h\u1ed9i: C\u00e1c t\u1ed5 ch\u1ee9c phi l\u1ee3i nhu\u1eadn v\u00e0 x\u00e3 h\u1ed9i c\u00f3 th\u1ec3 th\u00fac \u0111\u1ea9y chuy\u1ec3n \u0111\u1ed5i s\u1ed1 \u0111\u1ec3 c\u1ea3i thi\u1ec7n ph\u1ee5c v\u1ee5 c\u1ed9ng \u0111\u1ed3ng, qu\u1ea3n l\u00fd d\u1eef li\u1ec7u li\u00ean quan \u0111\u1ebfn s\u1ee9c kh\u1ecfe, gi\u00e1o d\u1ee5c v\u00e0 ph\u00e1t tri\u1ec3n b\u1ec1n v\u1eefng.<\/p>\n<\/li>\n<li>\n<p style=\"text-align: justify\">Gi\u00e1o d\u1ee5c v\u00e0 nghi\u00ean c\u1ee9u: Ng\u00e0nh gi\u00e1o d\u1ee5c v\u00e0 nghi\u00ean c\u1ee9u c\u0169ng \u0111\u00f3ng g\u00f3p v\u00e0o chuy\u1ec3n \u0111\u1ed5i s\u1ed1 b\u1eb1ng c\u00e1ch \u0111\u00e0o t\u1ea1o nh\u00e2n l\u1ef1c trong l\u0129nh v\u1ef1c c\u00f4ng ngh\u1ec7 th\u00f4ng tin v\u00e0 ti\u1ebfn h\u00e0nh nghi\u00ean c\u1ee9u v\u00e0 ph\u00e1t tri\u1ec3n c\u00f4ng ngh\u1ec7 m\u1edbi.<\/p>\n<\/li>\n<li>\n<p style=\"text-align: justify\">C\u1ed9ng \u0111\u1ed3ng: C\u00e1c c\u1ed9ng \u0111\u1ed3ng c\u01a1 s\u1edf c\u00f3 th\u1ec3 th\u00fac \u0111\u1ea9y chuy\u1ec3n \u0111\u1ed5i s\u1ed1 b\u1eb1ng c\u00e1ch t\u1ea1o ra c\u00e1c d\u1ef1 \u00e1n c\u01a1 s\u1edf d\u1ef1a tr\u00ean c\u00f4ng ngh\u1ec7 \u0111\u1ec3 gi\u1ea3i quy\u1ebft c\u00e1c v\u1ea5n \u0111\u1ec1 \u0111\u1ecba ph\u01b0\u01a1ng v\u00e0 t\u1ea1o ra c\u01a1 h\u1ed9i cho c\u00e1c d\u1ef1 \u00e1n c\u1ed9ng \u0111\u1ed3ng.<\/p>\n<\/li>\n<li>\n<p style=\"text-align: justify\">C\u00e1c t\u1ed5 ch\u1ee9c qu\u1ed1c t\u1ebf: C\u00e1c t\u1ed5 ch\u1ee9c qu\u1ed1c t\u1ebf nh\u01b0 Li\u00ean h\u1ee3p qu\u1ed1c v\u00e0 c\u00e1c t\u1ed5 ch\u1ee9c phi l\u1ee3i nhu\u1eadn c\u00f3 th\u1ec3 th\u00fac \u0111\u1ea9y h\u1ee3p t\u00e1c v\u00e0 chuy\u1ec3n \u0111\u1ed5i s\u1ed1 tr\u00ean ph\u1ea1m vi to\u00e0n c\u1ea7u.<\/p>\n<\/li>\n<\/ul>\n<p style=\"text-align: justify\">Chuy\u1ec3n \u0111\u1ed5i s\u1ed1 th\u1ef1c s\u1ef1 l\u00e0 m\u1ed9t nhi\u1ec7m v\u1ee5 ph\u1ee9c t\u1ea1p v\u00e0 \u0111\u00f2i h\u1ecfi s\u1ef1 h\u1ee3p t\u00e1c t\u1eeb nhi\u1ec1u b\u00ean \u0111\u1ec3 \u0111\u1ea3m b\u1ea3o r\u1eb1ng n\u00f3 \u0111\u01b0\u1ee3c th\u1ef1c hi\u1ec7n m\u1ed9t c\u00e1ch hi\u1ec7u qu\u1ea3 v\u00e0 c\u00f3 l\u1ee3i \u00edch cho t\u1ea5t c\u1ea3 m\u1ecdi ng\u01b0\u1eddi.<\/p>\n<h3 id=\"khi-nao-nen-chuyen-doi-so\"><span class=\"ez-toc-section\" id=\"Khi_nao_thi_nen_chuyen_doi_so\"><\/span>Khi n\u00e0o th\u00ec n\u00ean chuy\u1ec3n \u0111\u1ed5i s\u1ed1?<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p style=\"text-align: justify\">Chuy\u1ec3n \u0111\u1ed5i s\u1ed1 c\u1ea7n \u0111\u01b0\u1ee3c th\u1ef1c hi\u1ec7n ngay b\u00e2y gi\u1edd, khi doanh nghi\u1ec7p ch\u1ea7n ch\u1eeb, \u0111i\u1ec1u n\u00e0y c\u00f3 th\u1ec3 b\u1ecf l\u1ee1 nhi\u1ec1u c\u01a1 h\u1ed9i qu\u00fd gi\u00e1. Thay \u0111\u1ed5i ch\u00ednh l\u00e0 \u0111\u1ec3 ti\u1ebfn xa h\u01a1n, m\u00e0 chuy\u1ec3n \u0111\u1ed5i s\u1ed1 s\u1ebd gi\u00fap qu\u00e1 tr\u00ecnh ph\u00e1t tri\u1ec3n \u0111i nhanh h\u01a1n so v\u1edbi hi\u1ec7n t\u1ea1i.<\/p>\n<ul>\n<li>\n<p style=\"text-align: justify\">C\u1ea1nh tranh: C\u00e1c doanh nghi\u1ec7p \u0111ang chuy\u1ec3n \u0111\u1ed5i s\u1ed1 s\u1ebd c\u00f3 l\u1ee3i th\u1ebf c\u1ea1nh tranh so v\u1edbi nh\u1eefng ng\u01b0\u1eddi c\u00f2n \u0111ang s\u1eed d\u1ee5ng quy tr\u00ecnh truy\u1ec1n th\u1ed1ng. N\u1ebfu doanh nghi\u1ec7p, t\u1ed5 ch\u1ee9c\u00a0kh\u00f4ng b\u1eaft k\u1ecbp,\u00a0c\u00f3 th\u1ec3 m\u1ea5t c\u01a1 h\u1ed9i c\u1ea1nh tranh.<\/p>\n<\/li>\n<li>\n<p style=\"text-align: justify\">Thay \u0111\u1ed5i nhanh ch\u00f3ng c\u1ee7a th\u1ecb tr\u01b0\u1eddng: C\u00e1c th\u1ecb tr\u01b0\u1eddng v\u00e0 nhu c\u1ea7u c\u1ee7a kh\u00e1ch h\u00e0ng \u0111ang thay \u0111\u1ed5i nhanh ch\u00f3ng. Chuy\u1ec3n \u0111\u1ed5i s\u1ed1 gi\u00fap\u00a0th\u00edch nghi v\u00e0 thay \u0111\u1ed5i theo th\u1eddi gian.<\/p>\n<\/li>\n<li>\n<p style=\"text-align: justify\">C\u01a1 h\u1ed9i m\u1edbi: Chuy\u1ec3n \u0111\u1ed5i s\u1ed1 m\u1edf ra c\u01a1 h\u1ed9i m\u1edbi, gi\u00fap\u00a0t\u1ea1o ra s\u1ea3n ph\u1ea9m v\u00e0 d\u1ecbch v\u1ee5 m\u1edbi, m\u1edf r\u1ed9ng th\u1ecb tr\u01b0\u1eddng\u00a0v\u00e0 t\u1ea1o ra c\u00e1c m\u00f4 h\u00ecnh kinh doanh s\u00e1ng t\u1ea1o.<\/p>\n<\/li>\n<li>\n<p style=\"text-align: justify\">T\u1ed1i \u01b0u h\u00f3a hi\u1ec7u su\u1ea5t: Chuy\u1ec3n \u0111\u1ed5i s\u1ed1 cho ph\u00e9pt\u1ed1i \u01b0u h\u00f3a qu\u00e1 tr\u00ecnh s\u1ea3n xu\u1ea5t, qu\u1ea3n l\u00fd t\u1ed3n kho\u00a0v\u00e0 c\u1ea3i thi\u1ec7n hi\u1ec7u su\u1ea5t t\u1ed5 ch\u1ee9c.<\/p>\n<\/li>\n<li>\n<p style=\"text-align: justify\">Kh\u1ea3 n\u0103ng t\u01b0\u01a1ng t\u00e1c v\u1edbi kh\u00e1ch h\u00e0ng: Chuy\u1ec3n \u0111\u1ed5i s\u1ed1 gi\u00fap\u00a0t\u01b0\u01a1ng t\u00e1c v\u1edbi kh\u00e1ch h\u00e0ng m\u1ed9t c\u00e1ch hi\u1ec7u qu\u1ea3 h\u01a1n th\u00f4ng qua c\u00e1c k\u00eanh tr\u1ef1c tuy\u1ebfn, cung c\u1ea5p d\u1ecbch v\u1ee5 t\u1ed1t h\u01a1n v\u00e0 n\u00e2ng cao tr\u1ea3i nghi\u1ec7m kh\u00e1ch h\u00e0ng.<\/p>\n<\/li>\n<li>\n<p style=\"text-align: justify\">D\u1ef1 \u0111o\u00e1n v\u00e0 ph\u00e2n t\u00edch: C\u00f4ng ngh\u1ec7 s\u1ed1 cho ph\u00e9p b\u1ea1n thu th\u1eadp v\u00e0 ph\u00e2n t\u00edch d\u1eef li\u1ec7u \u0111\u1ec3 d\u1ef1 \u0111o\u00e1n xu h\u01b0\u1edbng v\u00e0 th\u1ecb tr\u01b0\u1eddng, gi\u00fap\u00a0\u0111\u01b0a ra quy\u1ebft \u0111\u1ecbnh th\u00f4ng minh.<\/p>\n<\/li>\n<li>\n<p style=\"text-align: justify\">B\u1ea3o m\u1eadt v\u00e0 qu\u1ea3n l\u00fd r\u1ee7i ro: Chuy\u1ec3n \u0111\u1ed5i s\u1ed1 c\u00f3 th\u1ec3 gi\u00fap b\u1ea1n c\u1ea3i thi\u1ec7n b\u1ea3o m\u1eadt d\u1eef li\u1ec7u v\u00e0 qu\u1ea3n l\u00fd r\u1ee7i ro an ninh m\u1ea1ng hi\u1ec7u qu\u1ea3 h\u01a1n.<\/p>\n<\/li>\n<li>\n<p style=\"text-align: justify\">T\u01b0\u01a1ng lai b\u1ec1n v\u1eefng: Chuy\u1ec3n \u0111\u1ed5i s\u1ed1 gi\u00fap\u00a0t\u1ea1o ra m\u00f4 h\u00ecnh kinh doanh b\u1ec1n v\u1eefng h\u01a1n, gi\u1ea3m th\u1ea3i \u0111\u1ed9c h\u1ea1i\u00a0v\u00e0 t\u1ed1i \u01b0u h\u00f3a t\u00e0i nguy\u00ean.<\/p>\n<\/li>\n<li>\n<p style=\"text-align: justify\">Kh\u1ea3 n\u0103ng th\u00edch nghi v\u1edbi thay \u0111\u1ed5i: Chuy\u1ec3n \u0111\u1ed5i s\u1ed1 t\u1ea1o ra s\u1ef1 linh ho\u1ea1t v\u00e0 kh\u1ea3 n\u0103ng th\u00edch nghi v\u1edbi s\u1ef1 thay \u0111\u1ed5i trong m\u00f4i tr\u01b0\u1eddng kinh doanh v\u00e0 x\u00e3 h\u1ed9i.<\/p>\n<\/li>\n<li>\n<p style=\"text-align: justify\">T\u1ea1o gi\u00e1 tr\u1ecb cho kh\u00e1ch h\u00e0ng: Chuy\u1ec3n \u0111\u1ed5i s\u1ed1 cho ph\u00e9p doanh nghi\u1ec7p t\u1ea1o ra gi\u00e1 tr\u1ecb cho kh\u00e1ch h\u00e0ng th\u00f4ng qua s\u1ea3n ph\u1ea9m v\u00e0 d\u1ecbch v\u1ee5 t\u1ed1t h\u01a1n v\u00e0 t\u01b0\u01a1ng t\u00e1c c\u00e1 nh\u00e2n h\u00f3a.<\/p>\n<\/li>\n<\/ul>\n<p style=\"text-align: justify\">Nh\u1edb r\u1eb1ng chuy\u1ec3n \u0111\u1ed5i s\u1ed1 kh\u00f4ng ph\u1ea3i l\u00fac n\u00e0o c\u0169ng d\u1ec5 d\u00e0ng v\u00e0 \u0111\u00f2i h\u1ecfi s\u1ef1 cam k\u1ebft v\u00e0 \u0111\u1ea7u t\u01b0. Tuy nhi\u00ean, n\u00f3 l\u00e0 m\u1ed9t b\u01b0\u1edbc quan tr\u1ecdng \u0111\u1ec3 \u0111\u1ea3m b\u1ea3o s\u1ef1 t\u1ed3n t\u1ea1i v\u00e0 ph\u00e1t tri\u1ec3n c\u1ee7a doanh nghi\u1ec7p trong t\u01b0\u01a1ng lai.<\/p>\n<h3 id=\"tin-hoc-hoa-la-gi\"><span class=\"ez-toc-section\" id=\"Tin_hoc_hoa_la_gi\"><\/span>Tin h\u1ecdc h\u00f3a l\u00e0 g\u00ec?<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p style=\"text-align: justify\">Tin h\u1ecdc h\u00f3a (c\u00f2n \u0111\u01b0\u1ee3c g\u1ecdi l\u00e0 t\u1ef1 \u0111\u1ed9ng h\u00f3a ho\u1eb7c t\u1ef1 \u0111\u1ed9ng ho\u00e1 m\u00e1y t\u00ednh) l\u00e0 qu\u00e1 tr\u00ecnh s\u1eed d\u1ee5ng c\u00f4ng ngh\u1ec7 v\u00e0 ph\u1ea7n m\u1ec1m \u0111\u1ec3 th\u1ef1c hi\u1ec7n c\u00e1c nhi\u1ec7m v\u1ee5 ho\u1eb7c quy tr\u00ecnh m\u00e0 tr\u01b0\u1edbc \u0111\u00e2y ph\u1ea3i \u0111\u01b0\u1ee3c th\u1ef1c hi\u1ec7n b\u1eb1ng tay b\u1edfi con ng\u01b0\u1eddi. M\u1ee5c ti\u00eau c\u1ee7a tin h\u1ecdc h\u00f3a l\u00e0 t\u1ed1i \u01b0u h\u00f3a hi\u1ec7u su\u1ea5t, gi\u1ea3m thi\u1ec3u sai s\u00f3t, ti\u1ebft ki\u1ec7m th\u1eddi gian v\u00e0 ngu\u1ed3n l\u1ef1c.<\/p>\n<p style=\"text-align: justify\">Tin h\u1ecdc h\u00f3a c\u00f3 th\u1ec3 \u00e1p d\u1ee5ng trong nhi\u1ec1u l\u0129nh v\u1ef1c kh\u00e1c nhau, bao g\u1ed3m:<\/p>\n<ul>\n<li>\n<p style=\"text-align: justify\">C\u00f4ng nghi\u1ec7p: Trong qu\u00e1 tr\u00ecnh s\u1ea3n xu\u1ea5t, c\u00e1c m\u00e1y m\u00f3c v\u00e0 h\u1ec7 th\u1ed1ng t\u1ef1 \u0111\u1ed9ng th\u01b0\u1eddng \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng \u0111\u1ec3 l\u00e0m vi\u1ec7c nhanh h\u01a1n v\u00e0 hi\u1ec7u qu\u1ea3 h\u01a1n, t\u1eeb s\u1ea3n xu\u1ea5t s\u1ea3n ph\u1ea9m \u0111\u1ebfn \u0111\u00f3ng g\u00f3i v\u00e0 v\u1eadn chuy\u1ec3n.<\/p>\n<\/li>\n<li>\n<p style=\"text-align: justify\">Khoa h\u1ecdc d\u1eef li\u1ec7u: Trong vi\u1ec7c x\u1eed l\u00fd d\u1eef li\u1ec7u l\u1edbn, c\u00e1c thu\u1eadt to\u00e1n v\u00e0 ph\u1ea7n m\u1ec1m t\u1ef1 \u0111\u1ed9ng h\u00f3a \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng \u0111\u1ec3 ph\u00e2n t\u00edch v\u00e0 tr\u00edch xu\u1ea5t th\u00f4ng tin t\u1eeb d\u1eef li\u1ec7u kh\u1ed1i l\u01b0\u1ee3ng l\u1edbn.<\/p>\n<\/li>\n<li>\n<p style=\"text-align: justify\">K\u1ef9 thu\u1eadt v\u00e0 c\u00f4ng ngh\u1ec7 th\u00f4ng tin: C\u00e1c c\u00f4ng c\u1ee5 t\u1ef1 \u0111\u1ed9ng h\u00f3a \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng \u0111\u1ec3 qu\u1ea3n l\u00fd h\u1ec7 th\u1ed1ng m\u00e1y t\u00ednh, qu\u1ea3n l\u00fd m\u1ea1ng\u00a0v\u00e0 th\u1ef1c hi\u1ec7n c\u00e1c t\u00e1c v\u1ee5 li\u00ean quan \u0111\u1ebfn b\u1ea3o m\u1eadt.<\/p>\n<\/li>\n<li>\n<p style=\"text-align: justify\">Kinh doanh v\u00e0 qu\u1ea3n l\u00fd: C\u00f4ng c\u1ee5 t\u1ef1 \u0111\u1ed9ng h\u00f3a qu\u1ea3n l\u00fd t\u00e0i ch\u00ednh, qu\u1ea3n l\u00fd d\u1ef1 \u00e1n v\u00e0\u00a0quy tr\u00ecnh l\u00e0m vi\u1ec7c \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng \u0111\u1ec3 c\u1ea3i thi\u1ec7n hi\u1ec7u su\u1ea5t v\u00e0 ti\u1ebft ki\u1ec7m th\u1eddi gian.<\/p>\n<\/li>\n<li>\n<p style=\"text-align: justify\">Internet of Things (IoT): Trong IoT, c\u00e1c thi\u1ebft b\u1ecb \u0111\u01b0\u1ee3c k\u1ebft n\u1ed1i v\u00e0 t\u1ef1 \u0111\u1ed9ng h\u00f3a \u0111\u1ec3 thu th\u1eadp v\u00e0 chia s\u1ebb d\u1eef li\u1ec7u m\u1ed9t c\u00e1ch hi\u1ec7u qu\u1ea3.<\/p>\n<\/li>\n<li>\n<p style=\"text-align: justify\">T\u1ef1 \u0111\u1ed9ng h\u00f3a gia \u0111\u00ecnh v\u00e0 c\u00f4ng ngh\u1ec7 th\u00f4ng minh: C\u00e1c thi\u1ebft b\u1ecb nh\u01b0 h\u1ec7 th\u1ed1ng an ninh, \u0111i\u1ec1u khi\u1ec3n nhi\u1ec7t \u0111\u1ed9, v\u00e0 thi\u1ebft b\u1ecb gia \u0111\u00ecnh th\u00f4ng minh c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c t\u1ef1 \u0111\u1ed9ng h\u00f3a \u0111\u1ec3 l\u00e0m cu\u1ed9c s\u1ed1ng h\u00e0ng ng\u00e0y ti\u1ec7n l\u1ee3i h\u01a1n.<\/p>\n<\/li>\n<\/ul>\n<p style=\"text-align: justify\">Tin h\u1ecdc h\u00f3a th\u01b0\u1eddng s\u1eed d\u1ee5ng c\u00e1c ng\u00f4n ng\u1eef l\u1eadp tr\u00ecnh, h\u1ec7 th\u1ed1ng qu\u1ea3n l\u00fd quy tr\u00ecnh (Process Management System), v\u00e0 c\u00e1c c\u00f4ng c\u1ee5 ph\u00e1t tri\u1ec3n \u1ee9ng d\u1ee5ng \u0111\u1ec3 x\u00e2y d\u1ef1ng c\u00e1c \u1ee9ng d\u1ee5ng v\u00e0 quy tr\u00ecnh t\u1ef1 \u0111\u1ed9ng. Gi\u00fap t\u1ea1o ra m\u1ed9t m\u00f4i tr\u01b0\u1eddng l\u00e0m vi\u1ec7c th\u00f4ng minh, hi\u1ec7u qu\u1ea3 v\u00e0 ti\u1ebft ki\u1ec7m th\u1eddi gian.<\/p>\n<h3 id=\"chuyen-doi-so-va-tin-hoc-hoa\"><span class=\"ez-toc-section\" id=\"Su_khac_nhau_can_ban_giua_chuyen_doi_so_va_tin_hoc_hoa_la_gi\"><\/span>S\u1ef1 kh\u00e1c nhau c\u0103n b\u1ea3n gi\u1eefa chuy\u1ec3n \u0111\u1ed5i s\u1ed1 v\u00e0 tin h\u1ecdc h\u00f3a l\u00e0 g\u00ec?<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p style=\"text-align: justify\">Chuy\u1ec3n \u0111\u1ed5i s\u1ed1 v\u00e0 tin h\u1ecdc h\u00f3a \u0111\u1ec1u li\u00ean quan \u0111\u1ebfn s\u1eed d\u1ee5ng c\u00f4ng ngh\u1ec7 \u0111\u1ec3 c\u1ea3i thi\u1ec7n ho\u1ea1t \u0111\u1ed9ng t\u1ed5 ch\u1ee9c, nh\u01b0ng ch\u00fang c\u00f3 m\u1ee5c ti\u00eau v\u00e0 ph\u1ea1m vi kh\u00e1c nhau. Chuy\u1ec3n \u0111\u1ed5i s\u1ed1 t\u1eadp trung v\u00e0o s\u1ef1 thay \u0111\u1ed5i to\u00e0n di\u1ec7n v\u00e0 c\u00e1ch t\u1ed5 ch\u1ee9c ho\u1ea1t \u0111\u1ed9ng, trong khi tin h\u1ecdc h\u00f3a t\u1eadp trung v\u00e0o t\u1ef1 \u0111\u1ed9ng h\u00f3a c\u1ee5 th\u1ec3 c\u00e1c nhi\u1ec7m v\u1ee5 ho\u1eb7c quy tr\u00ecnh.<\/p>\n<p style=\"text-align: justify\">M\u1ee5c ti\u00eau ch\u00ednh:<\/p>\n<ul>\n<li style=\"text-align: justify\">M\u1ee5c ti\u00eau ch\u00ednh c\u1ee7a chuy\u1ec3n \u0111\u1ed5i s\u1ed1 l\u00e0 thay \u0111\u1ed5i to\u00e0n di\u1ec7n c\u00e1ch t\u1ed5 ch\u1ee9c ho\u1ea1t \u0111\u1ed9ng b\u1eb1ng c\u00e1ch s\u1eed d\u1ee5ng c\u00f4ng ngh\u1ec7 s\u1ed1 h\u00f3a \u0111\u1ec3 t\u1ea1o ra gi\u00e1 tr\u1ecb v\u00e0 c\u1ea3i thi\u1ec7n tr\u1ea3i nghi\u1ec7m kh\u00e1ch h\u00e0ng.<\/li>\n<li style=\"text-align: justify\">M\u1ee5c ti\u00eau ch\u00ednh c\u1ee7a tin h\u1ecdc h\u00f3a l\u00e0 t\u1ef1 \u0111\u1ed9ng h\u00f3a c\u00e1c quy tr\u00ecnh ho\u1eb7c nhi\u1ec7m v\u1ee5 c\u1ee5 th\u1ec3 trong t\u1ed5 ch\u1ee9c \u0111\u1ec3 gi\u1ea3m thi\u1ec3u s\u1ef1 can thi\u1ec7p c\u1ee7a con ng\u01b0\u1eddi v\u00e0 t\u1ed1i \u01b0u h\u00f3a hi\u1ec7u su\u1ea5t.<\/li>\n<\/ul>\n<p style=\"text-align: justify\">Ph\u1ea1m vi:<\/p>\n<ul>\n<li style=\"text-align: justify\">Chuy\u1ec3n \u0111\u1ed5i s\u1ed1 li\u00ean quan \u0111\u1ebfn vi\u1ec7c thay \u0111\u1ed5i c\u00e1ch t\u1ed5 ch\u1ee9c t\u01b0\u01a1ng t\u00e1c v\u1edbi kh\u00e1ch h\u00e0ng, c\u00e1ch s\u1ea3n xu\u1ea5t s\u1ea3n ph\u1ea9m ho\u1eb7c d\u1ecbch v\u1ee5 v\u00e0 c\u00e1ch qu\u1ea3n l\u00fd d\u1eef li\u1ec7u v\u00e0 th\u00f4ng tin.<\/li>\n<li style=\"text-align: justify\">Tin h\u1ecdc h\u00f3a th\u01b0\u1eddng li\u00ean quan \u0111\u1ebfn t\u1ef1 \u0111\u1ed9ng h\u00f3a c\u1ee5 th\u1ec3 trong c\u00e1c quy tr\u00ecnh c\u00f4ng vi\u1ec7c ho\u1eb7c c\u00e1c nhi\u1ec7m v\u1ee5 c\u1ee5 th\u1ec3 m\u00e0 con ng\u01b0\u1eddi th\u01b0\u1eddng th\u1ef1c hi\u1ec7n.<\/li>\n<\/ul>\n<p style=\"text-align: justify\">Ph\u1ea1m vi th\u1eddi gian:<\/p>\n<ul>\n<li style=\"text-align: justify\">Chuy\u1ec3n \u0111\u1ed5i s\u1ed1 th\u01b0\u1eddng l\u00e0 m\u1ed9t qu\u00e1 tr\u00ecnh d\u00e0i h\u1ea1n v\u00e0 li\u00ean t\u1ee5c, \u0111\u00f2i h\u1ecfi s\u1ef1 thay \u0111\u1ed5i v\u1ec1 t\u01b0 duy t\u1ed5 ch\u1ee9c v\u00e0 v\u0103n h\u00f3a t\u1ed5 ch\u1ee9c.<\/li>\n<li style=\"text-align: justify\">Tin h\u1ecdc h\u00f3a c\u00f3 th\u1ec3 x\u1ea3y ra trong m\u1ed9t th\u1eddi gian ng\u1eafn h\u01a1n v\u00e0 th\u01b0\u1eddng li\u00ean quan \u0111\u1ebfn vi\u1ec7c c\u1ee5 th\u1ec3 t\u1ef1 \u0111\u1ed9ng h\u00f3a quy tr\u00ecnh n\u00e0o \u0111\u00f3.<\/li>\n<\/ul>\n<p style=\"text-align: justify\">T\u00ednh ch\u1ea5t:<\/p>\n<ul>\n<li style=\"text-align: justify\">Chuy\u1ec3n \u0111\u1ed5i s\u1ed1 th\u01b0\u1eddng li\u00ean quan \u0111\u1ebfn vi\u1ec7c s\u1eed d\u1ee5ng c\u00f4ng ngh\u1ec7 s\u1ed1 \u0111\u1ec3 t\u1ea1o ra gi\u00e1 tr\u1ecb c\u1ea3i thi\u1ec7n ho\u1eb7c s\u00e1ng t\u1ea1o m\u1edbi trong kinh doanh ho\u1eb7c d\u1ecbch v\u1ee5.<\/li>\n<li style=\"text-align: justify\">Tin h\u1ecdc h\u00f3a th\u01b0\u1eddng li\u00ean quan \u0111\u1ebfn vi\u1ec7c t\u1ef1 \u0111\u1ed9ng h\u00f3a c\u00e1c t\u00e1c v\u1ee5 c\u1ee5 th\u1ec3 m\u00e0 con ng\u01b0\u1eddi th\u01b0\u1eddng th\u1ef1c hi\u1ec7n, nh\u01b0 x\u1eed l\u00fd d\u1eef li\u1ec7u, t\u1ea1o b\u00e1o c\u00e1o t\u1ef1 \u0111\u1ed9ng ho\u1eb7c qu\u1ea3n l\u00fd h\u00e0ng t\u1ed3n kho.<\/li>\n<\/ul>\n<p style=\"text-align: justify\">V\u00ed d\u1ee5:<\/p>\n<ul>\n<li style=\"text-align: justify\">S\u1eed d\u1ee5ng c\u00f4ng ngh\u1ec7 IoT \u0111\u1ec3 theo d\u00f5i v\u00e0 qu\u1ea3n l\u00fd th\u00f4ng tin t\u1eeb c\u00e1c c\u1ea3m bi\u1ebfn trong s\u1ea3n xu\u1ea5t \u0111\u1ec3 c\u1ea3i thi\u1ec7n qu\u00e1 tr\u00ecnh s\u1ea3n xu\u1ea5t v\u00e0 d\u1ef1 \u0111o\u00e1n h\u1ecfng h\u00f3c.<\/li>\n<li style=\"text-align: justify\">T\u1ef1 \u0111\u1ed9ng h\u00f3a quy tr\u00ecnh x\u1eed l\u00fd \u0111\u01a1n \u0111\u1eb7t h\u00e0ng trong h\u1ec7 th\u1ed1ng ERP \u0111\u1ec3 t\u1ef1 \u0111\u1ed9ng t\u1ea1o ra \u0111\u01a1n h\u00e0ng v\u00e0 th\u00f4ng b\u00e1o cho kh\u00e1ch h\u00e0ng.<\/li>\n<\/ul>\n<h3 id=\"cong-nghe-so-la-gi\"><span class=\"ez-toc-section\" id=\"Cong_nghe_so_la_gi\"><\/span>C\u00f4ng ngh\u1ec7 s\u1ed1 l\u00e0 g\u00ec?<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p style=\"text-align: justify\">C\u00f4ng ngh\u1ec7 s\u1ed1 (Digital Technology) l\u00e0 m\u1ed9t thu\u1eadt ng\u1eef s\u1eed d\u1ee5ng \u0111\u1ec3 m\u00f4 t\u1ea3 b\u1ea5t k\u1ef3 c\u00f4ng ngh\u1ec7 n\u00e0o d\u1ef1a tr\u00ean s\u1eed d\u1ee5ng d\u1ea1ng s\u1ed1 h\u00f3a th\u00f4ng tin v\u00e0 d\u1eef li\u1ec7u. C\u00f4ng ngh\u1ec7 s\u1ed1 th\u01b0\u1eddng bao g\u1ed3m s\u1ef1 k\u1ebft h\u1ee3p c\u1ee7a ph\u1ea7n c\u1ee9ng (hardware) v\u00e0 ph\u1ea7n m\u1ec1m (software) \u0111\u1ec3 t\u1ea1o ra c\u00e1c gi\u1ea3i ph\u00e1p, \u1ee9ng d\u1ee5ng, v\u00e0 h\u1ec7 th\u1ed1ng c\u00f3 kh\u1ea3 n\u0103ng x\u1eed l\u00fd, truy\u1ec1n t\u1ea3i, v\u00e0 l\u01b0u tr\u1eef d\u1eef li\u1ec7u b\u1eb1ng d\u1ea1ng s\u1ed1 (bits v\u00e0 bytes).<\/p>\n<p>M\u1ed9t s\u1ed1 v\u00ed d\u1ee5 v\u1ec1 c\u00f4ng ngh\u1ec7 s\u1ed1:<\/p>\n<ul>\n<li>\n<p style=\"text-align: justify\">M\u1ea1ng v\u00e0 Internet: C\u00f4ng ngh\u1ec7 s\u1ed1 \u0111\u00e3 t\u1ea1o ra Internet v\u00e0 c\u00e1c m\u1ea1ng m\u00e1y t\u00ednh, cho ph\u00e9p k\u1ebft n\u1ed1i to\u00e0n c\u1ea7u gi\u1eefa c\u00e1c thi\u1ebft b\u1ecb v\u00e0 ngu\u1ed3n th\u00f4ng tin.<\/p>\n<\/li>\n<li>\n<p style=\"text-align: justify\">M\u00e1y t\u00ednh v\u00e0 Thi\u1ebft b\u1ecb Di \u0111\u1ed9ng: M\u00e1y t\u00ednh c\u00e1 nh\u00e2n, m\u00e1y t\u00ednh x\u00e1ch tay, \u0111i\u1ec7n tho\u1ea1i di \u0111\u1ed9ng v\u00e0 m\u00e1y t\u00ednh b\u1ea3ng l\u00e0 c\u00e1c thi\u1ebft b\u1ecb c\u00f4ng ngh\u1ec7 s\u1ed1 ph\u1ed5 bi\u1ebfn m\u00e0 h\u1ea7u h\u1ebft m\u1ecdi ng\u01b0\u1eddi s\u1eed d\u1ee5ng h\u00e0ng ng\u00e0y.<\/p>\n<\/li>\n<li>\n<p style=\"text-align: justify\">Ph\u1ea7n m\u1ec1m: Ph\u1ea7n m\u1ec1m c\u00f4ng ngh\u1ec7 s\u1ed1 bao g\u1ed3m c\u00e1c \u1ee9ng d\u1ee5ng, h\u1ec7 \u0111i\u1ec1u h\u00e0nh, tr\u00ecnh duy\u1ec7t web, v\u00e0 nhi\u1ec1u \u1ee9ng d\u1ee5ng kh\u00e1c cho c\u00f4ng vi\u1ec7c v\u00e0 gi\u1ea3i tr\u00ed.<\/p>\n<\/li>\n<li>\n<p style=\"text-align: justify\">Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (AI) v\u00e0 M\u00e1y h\u1ecdc (Machine Learning): C\u00e1c c\u00f4ng ngh\u1ec7 n\u00e0y s\u1eed d\u1ee5ng d\u1eef li\u1ec7u v\u00e0 t\u00ednh to\u00e1n s\u1ed1 \u0111\u1ec3 t\u1ea1o ra c\u00e1c h\u1ec7 th\u1ed1ng c\u00f3 kh\u1ea3 n\u0103ng h\u1ecdc v\u00e0 ra quy\u1ebft \u0111\u1ecbnh.<\/p>\n<\/li>\n<li>\n<p style=\"text-align: justify\">C\u00f4ng ngh\u1ec7 \u0111\u00e1m m\u00e2y (Cloud Computing): C\u00f4ng ngh\u1ec7 n\u00e0y cho ph\u00e9p l\u01b0u tr\u1eef v\u00e0 truy c\u1eadp d\u1eef li\u1ec7u v\u00e0 \u1ee9ng d\u1ee5ng t\u1eeb xa th\u00f4ng qua Internet.<\/p>\n<\/li>\n<li>\n<p style=\"text-align: justify\">C\u00f4ng ngh\u1ec7 IoT (Internet of Things): K\u1ebft n\u1ed1i c\u00e1c thi\u1ebft b\u1ecb v\u00e0 c\u1ea3m bi\u1ebfn th\u00f4ng qua Internet \u0111\u1ec3 thu th\u1eadp v\u00e0 chia s\u1ebb d\u1eef li\u1ec7u s\u1ed1 t\u1eeb th\u1ebf gi\u1edbi th\u1ef1c.<\/p>\n<\/li>\n<li>\n<p style=\"text-align: justify\">Blockchain: C\u00f4ng ngh\u1ec7 n\u00e0y s\u1eed d\u1ee5ng m\u00e3 h\u00f3a s\u1ed1 \u0111\u1ec3 x\u00e2y d\u1ef1ng h\u1ec7 th\u1ed1ng ghi ch\u00e9p an to\u00e0n v\u00e0 phi t\u1eadp trung.<\/p>\n<\/li>\n<li>\n<p style=\"text-align: justify\">Th\u1ef1c t\u1ebf \u1ea3o (Virtual Reality) v\u00e0 Th\u1ef1c t\u1ebf T\u0103ng c\u01b0\u1eddng (Augmented Reality): Cung c\u1ea5p tr\u1ea3i nghi\u1ec7m s\u1ed1 h\u00f3a trong th\u1ebf gi\u1edbi th\u1ef1c.<\/p>\n<\/li>\n<\/ul>\n<p>C\u00f4ng ngh\u1ec7 s\u1ed1 \u0111\u00e3 thay \u0111\u1ed5i c\u00e1ch ch\u00fang ta l\u00e0m vi\u1ec7c, h\u1ecdc h\u1ecfi, gi\u1ea3i tr\u00ed, v\u00e0 t\u01b0\u01a1ng t\u00e1c v\u1edbi th\u1ebf gi\u1edbi xung quanh. N\u00f3 \u0111\u00f3ng vai tr\u00f2 quan tr\u1ecdng trong c\u00e1c l\u0129nh v\u1ef1c nh\u01b0 kinh doanh, y t\u1ebf, gi\u00e1o d\u1ee5c, giao th\u00f4ng, v\u00e0 nhi\u1ec1u l\u0129nh v\u1ef1c kh\u00e1c, v\u00e0 n\u00f3 ti\u1ebfp t\u1ee5c ph\u00e1t tri\u1ec3n v\u00e0 thay \u0111\u1ed5i theo th\u1eddi gian.<\/p>\n<h3 id=\"cach-mang-cong-nghiep-lan-thu-4\"><span class=\"ez-toc-section\" id=\"Cach_mang_cong_nghiep_lan_thu_tu_la_gi\"><\/span>C\u00e1ch m\u1ea1ng c\u00f4ng nghi\u1ec7p l\u1ea7n th\u1ee9 t\u01b0 l\u00e0 g\u00ec?<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p style=\"text-align: justify\">C\u00e1ch m\u1ea1ng c\u00f4ng nghi\u1ec7p l\u1ea7n th\u1ee9 t\u01b0 (Industrial Revolution 4.0) l\u00e0 m\u1ed9t thu\u1eadt ng\u1eef \u0111\u1ec1 c\u1eadp \u0111\u1ebfn s\u1ef1 k\u1ebft h\u1ee3p c\u1ee7a c\u00f4ng ngh\u1ec7 s\u1ed1, t\u1ef1 \u0111\u1ed9ng h\u00f3a, tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o v\u00e0 d\u1eef li\u1ec7u l\u1edbn trong c\u00e1c quy tr\u00ecnh s\u1ea3n xu\u1ea5t v\u00e0 c\u00f4ng nghi\u1ec7p. \u0110\u00e2y l\u00e0 s\u1ef1 ti\u1ebfp n\u1ed1i c\u1ee7a c\u00e1c c\u00e1ch m\u1ea1ng c\u00f4ng nghi\u1ec7p tr\u01b0\u1edbc \u0111\u00f3 v\u00e0 n\u00f3 c\u00f3 ti\u1ec1m n\u0103ng thay \u0111\u1ed5i to\u00e0n b\u1ed9 c\u00e1ch ch\u00fang ta s\u1ea3n xu\u1ea5t, l\u00e0m vi\u1ec7c v\u00e0 s\u1ed1ng.<\/p>\n<p style=\"text-align: justify\">M\u1ed9t s\u1ed1 \u0111\u1eb7c \u0111i\u1ec3m quan tr\u1ecdng c\u1ee7a C\u00e1ch m\u1ea1ng c\u00f4ng nghi\u1ec7p l\u1ea7n th\u1ee9 t\u01b0:<\/p>\n<ul>\n<li>\n<p style=\"text-align: justify\">C\u00f4ng ngh\u1ec7 s\u1ed1: S\u1ef1 ph\u00e1t tri\u1ec3n c\u1ee7a c\u00f4ng ngh\u1ec7 s\u1ed1 \u0111\u00f3ng vai tr\u00f2 quan tr\u1ecdng trong \u0111\u1ecbnh h\u00ecnh C\u00e1ch m\u1ea1ng c\u00f4ng nghi\u1ec7p l\u1ea7n th\u1ee9 t\u01b0. Bao g\u1ed3m s\u1eed d\u1ee5ng m\u00e1y t\u00ednh, h\u1ec7 th\u1ed1ng th\u00f4ng tin, Internet v\u00e0 c\u00f4ng ngh\u1ec7 li\u00ean quan \u0111\u1ec3 t\u1ef1 \u0111\u1ed9ng h\u00f3a v\u00e0 t\u1ed1i \u01b0u h\u00f3a quy tr\u00ecnh s\u1ea3n xu\u1ea5t.<\/p>\n<\/li>\n<li>\n<p style=\"text-align: justify\">T\u1ef1 \u0111\u1ed9ng h\u00f3a: T\u1ef1 \u0111\u1ed9ng h\u00f3a l\u00e0 m\u1ed9t ph\u1ea7n quan tr\u1ecdng c\u1ee7a c\u00e1ch m\u1ea1ng n\u00e0y, trong \u0111\u00f3 c\u00e1c m\u00e1y m\u00f3c, robot v\u00e0 h\u1ec7 th\u1ed1ng t\u1ef1 \u0111\u1ed9ng th\u1ef1c hi\u1ec7n c\u00e1c nhi\u1ec7m v\u1ee5 s\u1ea3n xu\u1ea5t m\u00e0 tr\u01b0\u1edbc \u0111\u00e2y ph\u1ee5 thu\u1ed9c v\u00e0o con ng\u01b0\u1eddi.<\/p>\n<\/li>\n<li>\n<p style=\"text-align: justify\">Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (AI): AI cho ph\u00e9p m\u00e1y t\u00ednh h\u1ecdc h\u1ecfi v\u00e0 ra quy\u1ebft \u0111\u1ecbnh d\u1ef1a tr\u00ean d\u1eef li\u1ec7u. Trong c\u00e1ch m\u1ea1ng n\u00e0y, AI \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng \u0111\u1ec3 t\u1ed1i \u01b0u h\u00f3a s\u1ea3n xu\u1ea5t, d\u1ef1 \u0111o\u00e1n h\u1ecfng h\u00f3c, v\u00e0 t\u1ea1o ra s\u1ea3n ph\u1ea9m th\u00f4ng minh.<\/p>\n<\/li>\n<li>\n<p style=\"text-align: justify\">D\u1eef li\u1ec7u l\u1edbn (Big Data): C\u00e1ch m\u1ea1ng c\u00f4ng nghi\u1ec7p 4.0 s\u1eed d\u1ee5ng khai th\u00e1c v\u00e0 ph\u00e2n t\u00edch d\u1eef li\u1ec7u l\u1edbn \u0111\u1ec3 hi\u1ec3u r\u00f5 quy tr\u00ecnh s\u1ea3n xu\u1ea5t, d\u1ef1 \u0111o\u00e1n nhu c\u1ea7u th\u1ecb tr\u01b0\u1eddng v\u00e0 c\u1ea3i thi\u1ec7n hi\u1ec7u su\u1ea5t t\u1ed5 ch\u1ee9c.<\/p>\n<\/li>\n<li>\n<p style=\"text-align: justify\">K\u1ebft n\u1ed1i (Internet of Things &#8211; IoT): IoT k\u1ebft n\u1ed1i c\u00e1c thi\u1ebft b\u1ecb v\u00e0 c\u1ea3m bi\u1ebfn v\u1edbi Internet \u0111\u1ec3 thu th\u1eadp d\u1eef li\u1ec7u th\u1eddi gian th\u1ef1c v\u00e0 \u0111i\u1ec1u khi\u1ec3n c\u00e1c quy tr\u00ecnh s\u1ea3n xu\u1ea5t.<\/p>\n<\/li>\n<li>\n<p style=\"text-align: justify\">M\u1ea1ng 5G: S\u1ef1 ph\u00e1t tri\u1ec3n c\u1ee7a m\u1ea1ng di \u0111\u1ed9ng 5G cung c\u1ea5p t\u1ed1c \u0111\u1ed9 v\u00e0 \u0111\u1ed9 tr\u1ec5 c\u1ef1c th\u1ea5p, t\u1ea1o \u0111i\u1ec1u ki\u1ec7n thu\u1eadn l\u1ee3i cho vi\u1ec7c k\u1ebft n\u1ed1i nhi\u1ec1u thi\u1ebft b\u1ecb v\u00e0 t\u0103ng c\u01b0\u1eddng truy c\u1eadp Internet nhanh h\u01a1n.<\/p>\n<\/li>\n<li>\n<p style=\"text-align: justify\">C\u00f4ng ngh\u1ec7 Blockchain: Blockchain \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng \u0111\u1ec3 t\u1ea1o ra h\u1ec7 th\u1ed1ng ghi ch\u00e9p an to\u00e0n v\u00e0 phi t\u1eadp trung, \u0111\u1eb7c bi\u1ec7t trong l\u0129nh v\u1ef1c qu\u1ea3n l\u00fd chu\u1ed7i cung \u1ee9ng.<\/p>\n<\/li>\n<li>\n<p style=\"text-align: justify\">Th\u1ef1c t\u1ebf \u1ea3o v\u00e0 Th\u1ef1c t\u1ebf t\u0103ng c\u01b0\u1eddng: VR v\u00e0 AR \u0111\u00f3ng vai tr\u00f2 trong vi\u1ec7c \u0111\u00e0o t\u1ea1o, thi\u1ebft k\u1ebf s\u1ea3n ph\u1ea9m v\u00e0 c\u1ea3i thi\u1ec7n tr\u1ea3i nghi\u1ec7m ng\u01b0\u1eddi d\u00f9ng.<\/p>\n<\/li>\n<\/ul>\n<p style=\"text-align: justify\">C\u00e1ch m\u1ea1ng c\u00f4ng nghi\u1ec7p l\u1ea7n th\u1ee9 t\u01b0 c\u00f3 ti\u1ec1m n\u0103ng thay \u0111\u1ed5i nhi\u1ec1u kh\u00eda c\u1ea1nh c\u1ee7a cu\u1ed9c s\u1ed1ng v\u00e0 kinh t\u1ebf, t\u1eeb s\u1ea3n xu\u1ea5t v\u00e0 c\u00f4ng nghi\u1ec7p \u0111\u1ebfn gi\u00e1o d\u1ee5c, y t\u1ebf v\u00e0 giao th\u00f4ng. N\u00f3 t\u1ea1o ra c\u01a1 h\u1ed9i m\u1edbi v\u00e0 \u0111\u1eb7t ra th\u00e1ch th\u1ee9c trong vi\u1ec7c qu\u1ea3n l\u00fd s\u1ef1 thay \u0111\u1ed5i v\u00e0 th\u00edch nghi v\u1edbi m\u00f4i tr\u01b0\u1eddng m\u1edbi.<\/p>\n<h3 id=\"tai-so-noi-chuyen-doi-so-la-thay-doi-kich-thuoc-ban-an\"><span class=\"ez-toc-section\" id=\"Tai_sao_noi_chuyen_doi_so_la_%E2%80%9Cthay_doi_kich_thuoc_ban_an%E2%80%9D\"><\/span>T\u1ea1i sao n\u00f3i chuy\u1ec3n \u0111\u1ed5i s\u1ed1 l\u00e0 &#8220;thay \u0111\u1ed5i k\u00edch th\u01b0\u1edbc b\u00e0n \u0103n&#8221;?<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p style=\"text-align: justify\">\u00dd t\u01b0\u1edfng ph\u00eda sau c\u00e2u n\u00f3i n\u00e0y l\u00e0 v\u1ec1 vi\u1ec7c m\u1edf r\u1ed9ng ho\u1eb7c th\u1eadm ch\u00ed l\u00e0 thu h\u1eb9p kh\u00f4ng gian (trong tr\u01b0\u1eddng h\u1ee3p n\u00e0y l\u00e0 &#8220;b\u00e0n \u0103n&#8221;) \u0111\u1ec3 ph\u1ea3n \u00e1nh c\u00e1ch th\u1ee9c m\u00e0 c\u00f4ng ngh\u1ec7 s\u1ed1 cho ph\u00e9p ch\u00fang ta t\u00e1i c\u1ea5u tr\u00fac v\u00e0 th\u00edch \u1ee9ng v\u1edbi m\u00f4i tr\u01b0\u1eddng xung quanh. M\u1ed9t b\u00e0n \u0103n l\u1edbn h\u01a1n c\u00f3 th\u1ec3 t\u01b0\u1ee3ng tr\u01b0ng cho s\u1ef1 m\u1edf r\u1ed9ng c\u01a1 h\u1ed9i, t\u1ea1o ra kh\u00f4ng gian cho nhi\u1ec1u ng\u01b0\u1eddi h\u01a1n, \u00fd t\u01b0\u1edfng m\u1edbi, v\u00e0 s\u1ef1 h\u1ee3p t\u00e1c, trong khi m\u1ed9t b\u00e0n nh\u1ecf h\u01a1n c\u00f3 th\u1ec3 \u0111\u1ea1i di\u1ec7n cho s\u1ef1 t\u1ed1i \u01b0u h\u00f3a v\u00e0 hi\u1ec7u qu\u1ea3, lo\u1ea1i b\u1ecf nh\u1eefng th\u1ee9 kh\u00f4ng c\u1ea7n thi\u1ebft v\u00e0 t\u1eadp trung v\u00e0o nh\u1eefng g\u00ec quan tr\u1ecdng.<\/p>\n<p style=\"text-align: justify\">V\u00ed d\u1ee5 v\u1ec1 &#8220;thay \u0111\u1ed5i k\u00edch th\u01b0\u1edbc b\u00e0n \u0103n&#8221; th\u00f4ng qua chuy\u1ec3n \u0111\u1ed5i s\u1ed1:<\/p>\n<ul>\n<li>\n<p style=\"text-align: justify\">Trong kinh doanh: C\u00e1c doanh nghi\u1ec7p truy\u1ec1n th\u1ed1ng m\u1edf r\u1ed9ng quy m\u00f4 ho\u1ea1t \u0111\u1ed9ng c\u1ee7a m\u00ecnh b\u1eb1ng c\u00e1ch chuy\u1ec3n l\u00ean n\u1ec1n t\u1ea3ng tr\u1ef1c tuy\u1ebfn, cho ph\u00e9p h\u1ecd ti\u1ebfp c\u1eadn v\u1edbi m\u1ed9t th\u1ecb tr\u01b0\u1eddng to\u00e0n c\u1ea7u thay v\u00ec gi\u1edbi h\u1ea1n trong khu v\u1ef1c \u0111\u1ecba ph\u01b0\u01a1ng. V\u00ed d\u1ee5, m\u1ed9t c\u1eeda h\u00e0ng b\u00e1n l\u1ebb nh\u1ecf c\u00f3 th\u1ec3 b\u1eaft \u0111\u1ea7u b\u00e1n h\u00e0ng tr\u00ean internet, m\u1edf r\u1ed9ng \u0111\u1ed1i t\u01b0\u1ee3ng kh\u00e1ch h\u00e0ng t\u1eeb m\u1ed9t th\u1ecb tr\u1ea5n nh\u1ecf \u0111\u1ebfn kh\u00e1ch h\u00e0ng tr\u00ean to\u00e0n th\u1ebf gi\u1edbi.<\/p>\n<\/li>\n<li>\n<p style=\"text-align: justify\">Trong gi\u00e1o d\u1ee5c: C\u00e1c tr\u01b0\u1eddng h\u1ecdc v\u00e0 vi\u1ec7n \u0111\u00e0o t\u1ea1o s\u1eed d\u1ee5ng c\u00f4ng ngh\u1ec7 s\u1ed1 \u0111\u1ec3 m\u1edf r\u1ed9ng quy m\u00f4 l\u1edbp h\u1ecdc, t\u1eeb l\u1edbp h\u1ecdc truy\u1ec1n th\u1ed1ng sang c\u00e1c kh\u00f3a h\u1ecdc tr\u1ef1c tuy\u1ebfn c\u00f3 th\u1ec3 ti\u1ebfp c\u1eadn h\u00e0ng ng\u00e0n sinh vi\u00ean t\u1eeb kh\u1eafp n\u01a1i tr\u00ean th\u1ebf gi\u1edbi. Kh\u00f4ng ch\u1ec9 t\u0103ng c\u01a1 h\u1ed9i h\u1ecdc t\u1eadp cho nhi\u1ec1u ng\u01b0\u1eddi h\u01a1n m\u00e0 c\u00f2n t\u1ea1o ra m\u1ed9t m\u00f4i tr\u01b0\u1eddng h\u1ecdc t\u1eadp \u0111a d\u1ea1ng v\u00e0 phong ph\u00fa.<\/p>\n<\/li>\n<li>\n<p style=\"text-align: justify\">Trong y t\u1ebf: Chuy\u1ec3n \u0111\u1ed5i s\u1ed1 trong y t\u1ebf cho ph\u00e9p m\u1edf r\u1ed9ng quy m\u00f4 ch\u0103m s\u00f3c s\u1ee9c kh\u1ecfe t\u1eeb ph\u00f2ng m\u1ea1ch truy\u1ec1n th\u1ed1ng sang vi\u1ec7c s\u1eed d\u1ee5ng c\u00f4ng ngh\u1ec7 \u0111\u1ec3 th\u1ef1c hi\u1ec7n ch\u0103m s\u00f3c s\u1ee9c kh\u1ecfe t\u1eeb xa (telehealth), cho ph\u00e9p b\u1ec7nh nh\u00e2n v\u00e0 b\u00e1c s\u0129 k\u1ebft n\u1ed1i v\u1edbi nhau m\u1ecdi l\u00fac, m\u1ecdi n\u01a1i, qua internet. Kh\u00f4ng ch\u1ec9 gi\u00fap t\u1ed1i \u01b0u h\u00f3a vi\u1ec7c cung c\u1ea5p d\u1ecbch v\u1ee5 y t\u1ebf m\u00e0 c\u00f2n m\u1edf r\u1ed9ng kh\u1ea3 n\u0103ng ti\u1ebfp c\u1eadn c\u1ee7a b\u1ec7nh nh\u00e2n \u1edf nh\u1eefng v\u00f9ng xa x\u00f4i.<\/p>\n<\/li>\n<\/ul>\n<p style=\"text-align: justify\">Qua nh\u1eefng v\u00ed d\u1ee5 n\u00e0y, c\u00f3 th\u1ec3 th\u1ea5y chuy\u1ec3n \u0111\u1ed5i s\u1ed1 kh\u00f4ng ch\u1ec9 l\u00e0 vi\u1ec7c \u00e1p d\u1ee5ng c\u00f4ng ngh\u1ec7 v\u00e0o ho\u1ea1t \u0111\u1ed9ng h\u00e0ng ng\u00e0y m\u00e0 c\u00f2n l\u00e0 vi\u1ec7c t\u00e1i c\u1ea5u tr\u00fac v\u00e0 m\u1edf r\u1ed9ng c\u01a1 h\u1ed9i, kh\u00f4ng gian v\u00e0 kh\u1ea3 n\u0103ng cho c\u00e1 nh\u00e2n v\u00e0 t\u1ed5 ch\u1ee9c, t\u01b0\u01a1ng t\u1ef1 nh\u01b0 vi\u1ec7c &#8220;thay \u0111\u1ed5i k\u00edch th\u01b0\u1edbc b\u00e0n \u0103n&#8221; \u0111\u1ec3 ph\u00f9 h\u1ee3p v\u1edbi nhu c\u1ea7u v\u00e0 m\u1ee5c ti\u00eau m\u1edbi.<\/p>\n<h3 id=\"kho-khan-va-thach-thuc-cua-chuyen-doi-so\"><span class=\"ez-toc-section\" id=\"Kho_khan_va_thach_thuc_lon_nhat_cua_chuyen_doi_so_la_gi\"><\/span>Kh\u00f3 kh\u0103n v\u00e0 th\u00e1ch th\u1ee9c l\u1edbn nh\u1ea5t c\u1ee7a chuy\u1ec3n \u0111\u1ed5i s\u1ed1 l\u00e0 g\u00ec?<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p style=\"text-align: justify\">Chuy\u1ec3n \u0111\u1ed5i s\u1ed1 m\u1eb7c d\u00f9 mang l\u1ea1i nhi\u1ec1u c\u01a1 h\u1ed9i v\u00e0 l\u1ee3i \u00edch, nh\u01b0ng c\u0169ng \u0111\u1ed1i di\u1ec7n v\u1edbi nhi\u1ec1u kh\u00f3 kh\u0103n v\u00e0 th\u00e1ch th\u1ee9c. M\u1ed9t s\u1ed1 th\u00e1ch th\u1ee9c l\u1edbn c\u1ee7a chuy\u1ec3n \u0111\u1ed5i s\u1ed1:<\/p>\n<ul>\n<li>\n<p style=\"text-align: justify\">Chi ph\u00ed \u0111\u1ea7u t\u01b0 ban \u0111\u1ea7u: Tri\u1ec3n khai c\u00f4ng ngh\u1ec7 s\u1ed1 v\u00e0 c\u01a1 s\u1edf h\u1ea1 t\u1ea7ng c\u00f4ng ngh\u1ec7 th\u00f4ng tin m\u1edbi th\u01b0\u1eddng \u0111\u00f2i h\u1ecfi s\u1ef1 \u0111\u1ea7u t\u01b0 l\u1edbn,\u00a0\u0111\u00e2y\u00a0l\u00e0 m\u1ed9t th\u00e1ch th\u1ee9c \u0111\u1ed1i v\u1edbi c\u00e1c t\u1ed5 ch\u1ee9c, \u0111\u1eb7c bi\u1ec7t l\u00e0 c\u00e1c doanh nghi\u1ec7p nh\u1ecf v\u00e0 v\u1eeba.<\/p>\n<\/li>\n<li>\n<p style=\"text-align: justify\">V\u1ea5n \u0111\u1ec1 b\u1ea3o m\u1eadt v\u00e0 quy\u1ec1n ri\u00eang t\u01b0: Chuy\u1ec3n \u0111\u1ed5i s\u1ed1 t\u1ea1o ra nhi\u1ec1u c\u01a1 h\u1ed9i cho t\u1ea5n c\u00f4ng m\u1ea1ng v\u00e0 vi\u1ec7c x\u00e2m nh\u1eadp v\u00e0o d\u1eef li\u1ec7u c\u00e1 nh\u00e2n. B\u1ea3o v\u1ec7 th\u00f4ng tin v\u00e0 duy tr\u00ec t\u00ednh ri\u00eang t\u01b0 c\u1ee7a kh\u00e1ch h\u00e0ng v\u00e0 d\u1eef li\u1ec7u c\u00f4ng ty tr\u1edf th\u00e0nh m\u1ed9t th\u00e1ch th\u1ee9c l\u1edbn.<\/p>\n<\/li>\n<li>\n<p style=\"text-align: justify\">S\u1ef1 thi\u1ebfu h\u1ee5t k\u1ef9 n\u0103ng: Chuy\u1ec3n \u0111\u1ed5i s\u1ed1 y\u00eau c\u1ea7u s\u1ef1 hi\u1ec3u bi\u1ebft v\u1ec1 c\u00f4ng ngh\u1ec7 v\u00e0 k\u1ef9 n\u0103ng s\u1ed1 h\u00f3a. Nh\u00e2n vi\u00ean c\u1ea7n \u0111\u01b0\u1ee3c \u0111\u00e0o t\u1ea1o \u0111\u1ec3 s\u1eed d\u1ee5ng v\u00e0 qu\u1ea3n l\u00fd c\u00f4ng ngh\u1ec7 m\u1edbi.<\/p>\n<\/li>\n<li>\n<p style=\"text-align: justify\">Kh\u1ea3 n\u0103ng t\u00edch h\u1ee3p: C\u00e1c t\u1ed5 ch\u1ee9c th\u01b0\u1eddng ph\u1ea3i t\u00edch h\u1ee3p c\u00e1c h\u1ec7 th\u1ed1ng c\u0169 v\u1edbi c\u00f4ng ngh\u1ec7 m\u1edbi, \u0111\u00f2i h\u1ecfi s\u1ef1 \u0111\u1ea7u t\u01b0 v\u00e0 ph\u00e1t tri\u1ec3n th\u00eam.<\/p>\n<\/li>\n<li>\n<p style=\"text-align: justify\">Thay \u0111\u1ed5i v\u0103n h\u00f3a t\u1ed5 ch\u1ee9c: Chuy\u1ec3n \u0111\u1ed5i s\u1ed1 th\u01b0\u1eddng y\u00eau c\u1ea7u s\u1ef1 thay \u0111\u1ed5i v\u0103n h\u00f3a t\u1ed5 ch\u1ee9c \u0111\u1ec3 th\u00fac \u0111\u1ea9y s\u1ef1 linh ho\u1ea1t, t\u01b0\u01a1ng t\u00e1c v\u00e0 s\u00e1ng t\u1ea1o, g\u00e2y kh\u00f3 kh\u0103n do s\u1ef1 ph\u1ea3n kh\u00e1ng\u00a0t\u1eeb c\u00e1c th\u00e0nh vi\u00ean t\u1ed5 ch\u1ee9c.<\/p>\n<\/li>\n<li>\n<p style=\"text-align: justify\">Bi\u1ebfn \u0111\u1ed5i th\u1ecb tr\u01b0\u1eddng: Chuy\u1ec3n \u0111\u1ed5i s\u1ed1 c\u00f3 th\u1ec3 thay \u0111\u1ed5i c\u00e1ch th\u1ee9c th\u1ecb tr\u01b0\u1eddng ho\u1ea1t \u0111\u1ed9ng, d\u1eabn \u0111\u1ebfn s\u1ef1 c\u1ea1nh tranh m\u1edbi v\u00e0 thay \u0111\u1ed5i \u0111\u1ed1i th\u1ee7 c\u1ea1nh tranh.<\/p>\n<\/li>\n<li>\n<p style=\"text-align: justify\">Ph\u1ee5 thu\u1ed9c v\u00e0o nh\u00e0 cung c\u1ea5p c\u00f4ng ngh\u1ec7: S\u1ef1 ph\u1ee5 thu\u1ed9c v\u00e0o m\u1ed9t s\u1ed1 l\u01b0\u1ee3ng l\u1edbn nh\u00e0 cung c\u1ea5p c\u00f4ng ngh\u1ec7 c\u00f3 th\u1ec3 l\u00e0m t\u0103ng nguy c\u01a1 trong vi\u1ec7c qu\u1ea3n l\u00fd r\u1ee7i ro v\u00e0 s\u1ef1 c\u1ed1.<\/p>\n<\/li>\n<li>\n<p style=\"text-align: justify\">Th\u00e1ch th\u1ee9c v\u1ec1 qu\u1ea3n l\u00fd d\u1eef li\u1ec7u: V\u1edbi l\u01b0\u1ee3ng d\u1eef li\u1ec7u l\u1edbn h\u01a1n v\u00e0 ph\u1ee9c t\u1ea1p h\u01a1n, vi\u1ec7c qu\u1ea3n l\u00fd, l\u01b0u tr\u1eef v\u00e0 b\u1ea3o v\u1ec7 d\u1eef li\u1ec7u tr\u1edf n\u00ean kh\u00f3 kh\u0103n h\u01a1n.<\/p>\n<\/li>\n<li>\n<p style=\"text-align: justify\">T\u00e1c \u0111\u1ed9ng x\u00e3 h\u1ed9i: Chuy\u1ec3n \u0111\u1ed5i s\u1ed1 c\u00f3 th\u1ec3 t\u00e1c \u0111\u1ed9ng \u0111\u1ebfn vi\u1ec7c l\u00e0m v\u00e0 x\u00e3 h\u1ed9i, t\u1ea1o ra s\u1ef1 lo ng\u1ea1i v\u1ec1 vi\u1ec7c m\u1ea5t vi\u1ec7c l\u00e0m v\u00e0 s\u1ef1 c\u00f4 \u0111\u01a1n c\u00f4ng ngh\u1ec7 (technology loneliness).<\/p>\n<\/li>\n<\/ul>\n<p style=\"text-align: justify\">\u0110\u1ec3 th\u00e0nh c\u00f4ng trong chuy\u1ec3n \u0111\u1ed5i s\u1ed1, t\u1ed5 ch\u1ee9c c\u1ea7n \u0111\u1ed1i m\u1eb7t v\u00e0 v\u01b0\u1ee3t qua nh\u1eefng th\u00e1ch th\u1ee9c n\u00e0y b\u1eb1ng c\u00e1ch c\u00f3 chi\u1ebfn l\u01b0\u1ee3c r\u00f5 r\u00e0ng, cam k\u1ebft \u0111\u1ea7u t\u01b0 v\u00e0o ngu\u1ed3n nh\u00e2n l\u1ef1c v\u00e0 h\u1ee3p t\u00e1c v\u1edbi c\u00e1c \u0111\u1ed1i t\u00e1c chuy\u00ean nghi\u1ec7p.<\/p>\n<h3 id=\"dao-tao-ky-nang-so-nhu-the-nao\"><span class=\"ez-toc-section\" id=\"Dao_tao_ky_nang_so_nhu_the_nao\"><\/span>\u0110\u00e0o t\u1ea1o k\u1ef9 n\u0103ng s\u1ed1 nh\u01b0 th\u1ebf n\u00e0o?<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p style=\"text-align: justify\">\u0110\u00e0o t\u1ea1o k\u1ef9 n\u0103ng s\u1ed1 \u0111\u00f2i h\u1ecfi m\u1ed9t k\u1ebf ho\u1ea1ch to\u00e0n di\u1ec7n v\u00e0 linh ho\u1ea1t, bao g\u1ed3m vi\u1ec7c x\u00e1c \u0111\u1ecbnh nhu c\u1ea7u h\u1ecdc t\u1eadp, l\u1ef1a ch\u1ecdn ph\u01b0\u01a1ng ph\u00e1p v\u00e0 c\u00f4ng c\u1ee5 \u0111\u00e0o t\u1ea1o ph\u00f9 h\u1ee3p, v\u00e0 \u0111\u00e1nh gi\u00e1 hi\u1ec7u qu\u1ea3 c\u1ee7a qu\u00e1 tr\u00ecnh h\u1ecdc. G\u1ee3i \u00fd 6 b\u01b0\u1edbc v\u00e0 chi\u1ebfn l\u01b0\u1ee3c c\u01a1 b\u1ea3n \u0111\u1ec3 \u0111\u00e0o t\u1ea1o k\u1ef9 n\u0103ng s\u1ed1:<\/p>\n<p style=\"text-align: justify\">B\u01b0\u1edbc 1. X\u00e1c \u0111\u1ecbnh nhu c\u1ea7u v\u00e0 m\u1ee5c ti\u00eau<\/p>\n<ul>\n<li style=\"text-align: justify\">Ph\u00e2n t\u00edch nhu c\u1ea7u: X\u00e1c \u0111\u1ecbnh k\u1ef9 n\u0103ng s\u1ed1 c\u1ee5 th\u1ec3 m\u00e0 c\u00e1 nh\u00e2n ho\u1eb7c t\u1ed5 ch\u1ee9c c\u1ea7n ph\u00e1t tri\u1ec3n, d\u1ef1a tr\u00ean m\u1ee5c ti\u00eau kinh doanh ho\u1eb7c ph\u00e1t tri\u1ec3n c\u00e1 nh\u00e2n.<\/li>\n<li style=\"text-align: justify\">\u0110\u1eb7t m\u1ee5c ti\u00eau h\u1ecdc t\u1eadp: X\u00e1c \u0111\u1ecbnh m\u1ee5c ti\u00eau r\u00f5 r\u00e0ng v\u00e0 \u0111o l\u01b0\u1eddng \u0111\u01b0\u1ee3c cho qu\u00e1 tr\u00ecnh \u0111\u00e0o t\u1ea1o, gi\u00fap h\u01b0\u1edbng d\u1eabn n\u1ed9i dung v\u00e0 ph\u01b0\u01a1ng ph\u00e1p \u0111\u00e0o t\u1ea1o.<\/li>\n<\/ul>\n<p style=\"text-align: justify\">B\u01b0\u1edbc 2. L\u1ef1a ch\u1ecdn ph\u01b0\u01a1ng ph\u00e1p \u0111\u00e0o t\u1ea1o<\/p>\n<ul>\n<li style=\"text-align: justify\">H\u1ecdc tr\u1ef1c tuy\u1ebfn: S\u1eed d\u1ee5ng c\u00e1c kh\u00f3a h\u1ecdc tr\u1ef1c tuy\u1ebfn, webinars, v\u00e0 video h\u01b0\u1edbng d\u1eabn \u0111\u1ec3 cung c\u1ea5p linh ho\u1ea1t trong h\u1ecdc t\u1eadp.<\/li>\n<li style=\"text-align: justify\">H\u1ecdc t\u1eadp k\u1ebft h\u1ee3p (Blended Learning): K\u1ebft h\u1ee3p gi\u1eefa h\u1ecdc tr\u1ef1c tuy\u1ebfn v\u00e0 h\u1ecdc tr\u1ef1c ti\u1ebfp \u0111\u1ec3 t\u0103ng c\u01b0\u1eddng s\u1ef1 t\u01b0\u01a1ng t\u00e1c v\u00e0 th\u1ef1c h\u00e0nh.<\/li>\n<li style=\"text-align: justify\">H\u1ecdc th\u00f4ng qua d\u1ef1 \u00e1n: \u00c1p d\u1ee5ng k\u1ef9 n\u0103ng s\u1ed1 v\u00e0o vi\u1ec7c th\u1ef1c hi\u1ec7n d\u1ef1 \u00e1n th\u1ef1c t\u1ebf, gi\u00fap c\u1ee7ng c\u1ed1 ki\u1ebfn th\u1ee9c v\u00e0 k\u1ef9 n\u0103ng.<\/li>\n<\/ul>\n<p style=\"text-align: justify\">B\u01b0\u1edbc 3. Ch\u1ecdn c\u00f4ng c\u1ee5 v\u00e0 t\u00e0i nguy\u00ean<\/p>\n<ul>\n<li style=\"text-align: justify\">N\u1ec1n t\u1ea3ng h\u1ecdc tr\u1ef1c tuy\u1ebfn: Ch\u1ecdn l\u1ef1a c\u00e1c n\u1ec1n t\u1ea3ng uy t\u00edn nh\u01b0 Coursera, Udemy, ho\u1eb7c LinkedIn Learning \u0111\u1ec3 t\u00ecm kh\u00f3a h\u1ecdc ph\u00f9 h\u1ee3p.<\/li>\n<li style=\"text-align: justify\">C\u00f4ng c\u1ee5 th\u1ef1c h\u00e0nh: S\u1eed d\u1ee5ng c\u00e1c ph\u1ea7n m\u1ec1m v\u00e0 c\u00f4ng c\u1ee5 mi\u1ec5n ph\u00ed ho\u1eb7c th\u1eed nghi\u1ec7m \u0111\u1ec3 th\u1ef1c h\u00e0nh k\u1ef9 n\u0103ng \u0111\u00e3 h\u1ecdc.<\/li>\n<li style=\"text-align: justify\">T\u00e0i li\u1ec7u v\u00e0 h\u01b0\u1edbng d\u1eabn: T\u00ecm ki\u1ebfm s\u00e1ch, b\u00e0i vi\u1ebft, v\u00e0 video h\u01b0\u1edbng d\u1eabn ch\u1ea5t l\u01b0\u1ee3ng \u0111\u1ec3 h\u1ed7 tr\u1ee3 qu\u00e1 tr\u00ecnh h\u1ecdc.<\/li>\n<\/ul>\n<p style=\"text-align: justify\">B\u01b0\u1edbc 4. T\u1ea1o m\u00f4i tr\u01b0\u1eddng h\u1ed7 tr\u1ee3<\/p>\n<ul>\n<li style=\"text-align: justify\">Nh\u00f3m h\u1ecdc t\u1eadp: T\u1ea1o \u0111i\u1ec1u ki\u1ec7n cho vi\u1ec7c h\u1ecdc t\u1eadp nh\u00f3m, khuy\u1ebfn kh\u00edch s\u1ef1 h\u1ed7 tr\u1ee3 l\u1eabn nhau v\u00e0 trao \u0111\u1ed5i ki\u1ebfn th\u1ee9c.<\/li>\n<li style=\"text-align: justify\">Mentoring v\u00e0 coaching: K\u1ebft n\u1ed1i h\u1ecdc vi\u00ean v\u1edbi c\u00e1c chuy\u00ean gia ho\u1eb7c ng\u01b0\u1eddi c\u00f3 kinh nghi\u1ec7m \u0111\u1ec3 nh\u1eadn \u0111\u01b0\u1ee3c s\u1ef1 h\u01b0\u1edbng d\u1eabn v\u00e0 ph\u1ea3n h\u1ed3i c\u1ee5 th\u1ec3.<\/li>\n<\/ul>\n<p style=\"text-align: justify\">B\u01b0\u1edbc 5. \u0110\u00e1nh gi\u00e1 v\u00e0 ph\u1ea3n h\u1ed3i<\/p>\n<ul>\n<li style=\"text-align: justify\">\u0110\u00e1nh gi\u00e1 th\u01b0\u1eddng xuy\u00ean: Th\u1ef1c hi\u1ec7n c\u00e1c b\u00e0i ki\u1ec3m tra ho\u1eb7c \u0111\u00e1nh gi\u00e1 d\u1ef1 \u00e1n \u0111\u1ec3 \u0111\u00e1nh gi\u00e1 ti\u1ebfn tr\u00ecnh h\u1ecdc t\u1eadp v\u00e0 k\u1ef9 n\u0103ng \u0111\u1ea1t \u0111\u01b0\u1ee3c.<\/li>\n<li style=\"text-align: justify\">Thu th\u1eadp ph\u1ea3n h\u1ed3i: L\u1ea5y \u00fd ki\u1ebfn t\u1eeb h\u1ecdc vi\u00ean v\u1ec1 ch\u1ea5t l\u01b0\u1ee3ng v\u00e0 hi\u1ec7u qu\u1ea3 c\u1ee7a qu\u00e1 tr\u00ecnh \u0111\u00e0o t\u1ea1o \u0111\u1ec3 c\u1ea3i thi\u1ec7n trong t\u01b0\u01a1ng lai.<\/li>\n<\/ul>\n<p style=\"text-align: justify\">B\u01b0\u1edbc 6. Khuy\u1ebfn kh\u00edch h\u1ecdc t\u1eadp li\u00ean t\u1ee5c<\/p>\n<ul>\n<li style=\"text-align: justify\">C\u1eadp nh\u1eadt ki\u1ebfn th\u1ee9c: Khuy\u1ebfn kh\u00edch vi\u1ec7c h\u1ecdc t\u1eadp li\u00ean t\u1ee5c v\u00e0 c\u1eadp nh\u1eadt k\u1ef9 n\u0103ng s\u1ed1 m\u1edbi nh\u1ea5t th\u00f4ng qua c\u00e1c kh\u00f3a h\u1ecdc v\u00e0 t\u00e0i li\u1ec7u c\u1eadp nh\u1eadt.<\/li>\n<\/ul>\n<p style=\"text-align: justify\">\u0110\u00e0o t\u1ea1o k\u1ef9 n\u0103ng s\u1ed1 kh\u00f4ng ch\u1ec9 gi\u00fap c\u1ea3i thi\u1ec7n hi\u1ec7u su\u1ea5t l\u00e0m vi\u1ec7c m\u00e0 c\u00f2n m\u1edf r\u1ed9ng c\u01a1 h\u1ed9i ngh\u1ec1 nghi\u1ec7p cho c\u00e1 nh\u00e2n. Vi\u1ec7c ti\u1ebfp c\u1eadn linh ho\u1ea1t, t\u00f9y ch\u1ec9nh n\u1ed9i dung v\u00e0 ph\u01b0\u01a1ng ph\u00e1p h\u1ecdc t\u1eadp ph\u00f9 h\u1ee3p v\u1edbi nhu c\u1ea7u c\u1ee5 th\u1ec3 l\u00e0 ch\u00eca kh\u00f3a \u0111\u1ec3 \u0111\u1ea1t \u0111\u01b0\u1ee3c k\u1ebft qu\u1ea3 \u0111\u00e0o t\u1ea1o t\u1ed1t nh\u1ea5t.<\/p>\n<h3 id=\"lam-sao-de-an-toan-trong-moi-truong-chuyen-doi-so\"><span class=\"ez-toc-section\" id=\"Lam_sao_de_an_toan_trong_moi_truong_so\"><\/span>L\u00e0m sao \u0111\u1ec3 an to\u00e0n trong m\u00f4i tr\u01b0\u1eddng s\u1ed1?<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p style=\"text-align: justify\">\u0110\u1ec3 \u0111\u1ea3m b\u1ea3o an to\u00e0n trong m\u00f4i tr\u01b0\u1eddng s\u1ed1, b\u1ea1n c\u1ea7n \u00e1p d\u1ee5ng m\u1ed9t lo\u1ea1t c\u00e1c bi\u1ec7n ph\u00e1p b\u1ea3o m\u1eadt th\u00f4ng tin c\u00e1 nh\u00e2n v\u00e0 doanh nghi\u1ec7p. D\u01b0\u1edbi \u0111\u00e2y l\u00e0 m\u1ed9t s\u1ed1 khuy\u1ebfn ngh\u1ecb c\u01a1 b\u1ea3n \u0111\u1ec3 gi\u1eef an to\u00e0n tr\u1ef1c tuy\u1ebfn:<\/p>\n<p style=\"text-align: justify\">S\u1eed d\u1ee5ng m\u1eadt kh\u1ea9u m\u1ea1nh<\/p>\n<ul>\n<li style=\"text-align: justify\">T\u1ea1o m\u1eadt kh\u1ea9u ph\u1ee9c t\u1ea1p, k\u1ebft h\u1ee3p ch\u1eef c\u00e1i hoa, ch\u1eef c\u00e1i th\u01b0\u1eddng, s\u1ed1, v\u00e0 k\u00fd t\u1ef1 \u0111\u1eb7c bi\u1ec7t.<\/li>\n<li style=\"text-align: justify\">Kh\u00f4ng s\u1eed d\u1ee5ng l\u1ea1i m\u1eadt kh\u1ea9u tr\u00ean nhi\u1ec1u t\u00e0i kho\u1ea3n.<\/li>\n<li style=\"text-align: justify\">S\u1eed d\u1ee5ng qu\u1ea3n l\u00fd m\u1eadt kh\u1ea9u \u0111\u1ec3 l\u01b0u tr\u1eef m\u1eadt kh\u1ea9u an to\u00e0n v\u00e0 t\u1ea1o m\u1eadt kh\u1ea9u m\u1ea1nh m\u1ebd t\u1ef1 \u0111\u1ed9ng.<\/li>\n<\/ul>\n<p style=\"text-align: justify\">C\u1eadp nh\u1eadt ph\u1ea7n m\u1ec1m<\/p>\n<ul>\n<li style=\"text-align: justify\">\u0110\u1ea3m b\u1ea3o h\u1ec7 \u0111i\u1ec1u h\u00e0nh v\u00e0 t\u1ea5t c\u1ea3 ph\u1ea7n m\u1ec1m \u0111\u1ec1u \u0111\u01b0\u1ee3c c\u1eadp nh\u1eadt v\u1edbi c\u00e1c b\u1ea3n v\u00e1 b\u1ea3o m\u1eadt m\u1edbi nh\u1ea5t.<\/li>\n<\/ul>\n<p style=\"text-align: justify\">S\u1eed d\u1ee5ng x\u00e1c th\u1ef1c hai y\u1ebfu t\u1ed1 (2FA)<\/p>\n<ul>\n<li style=\"text-align: justify\">B\u1eadt x\u00e1c th\u1ef1c hai y\u1ebfu t\u1ed1 cho c\u00e1c d\u1ecbch v\u1ee5 tr\u1ef1c tuy\u1ebfn quan tr\u1ecdng nh\u01b0 email, t\u00e0i kho\u1ea3n ng\u00e2n h\u00e0ng, v\u00e0 m\u1ea1ng x\u00e3 h\u1ed9i.<\/li>\n<\/ul>\n<p style=\"text-align: justify\">C\u1ea9n th\u1eadn v\u1edbi email v\u00e0 tin nh\u1eafn l\u1eeba \u0111\u1ea3o<\/p>\n<ul>\n<li style=\"text-align: justify\">Kh\u00f4ng m\u1edf c\u00e1c \u0111\u01b0\u1eddng link ho\u1eb7c t\u1ea3i xu\u1ed1ng t\u1ec7p \u0111\u00ednh k\u00e8m t\u1eeb email ho\u1eb7c tin nh\u1eafn kh\u00f4ng r\u00f5 ngu\u1ed3n g\u1ed1c.<\/li>\n<li style=\"text-align: justify\">Ki\u1ec3m tra k\u1ef9 l\u01b0\u1ee1ng \u0111\u1ecba ch\u1ec9 email c\u1ee7a ng\u01b0\u1eddi g\u1eedi v\u00e0 t\u00ecm d\u1ea5u hi\u1ec7u c\u1ee7a tin nh\u1eafn l\u1eeba \u0111\u1ea3o.<\/li>\n<\/ul>\n<p style=\"text-align: justify\">S\u1eed d\u1ee5ng m\u1ea1ng ri\u00eang \u1ea3o (VPN)<\/p>\n<ul>\n<li style=\"text-align: justify\">S\u1eed d\u1ee5ng VPN khi k\u1ebft n\u1ed1i v\u1edbi m\u1ea1ng Wi-Fi c\u00f4ng c\u1ed9ng \u0111\u1ec3 m\u00e3 h\u00f3a d\u1eef li\u1ec7u truy\u1ec1n qua m\u1ea1ng v\u00e0 b\u1ea3o v\u1ec7 th\u00f4ng tin c\u00e1 nh\u00e2n.<\/li>\n<\/ul>\n<p style=\"text-align: justify\">Sao l\u01b0u d\u1eef li\u1ec7u<\/p>\n<ul>\n<li style=\"text-align: justify\">Th\u1ef1c hi\u1ec7n sao l\u01b0u d\u1eef li\u1ec7u quan tr\u1ecdng th\u01b0\u1eddng xuy\u00ean v\u00e0o c\u00e1c thi\u1ebft b\u1ecb l\u01b0u tr\u1eef b\u00ean ngo\u00e0i ho\u1eb7c d\u1ecbch v\u1ee5 l\u01b0u tr\u1eef \u0111\u00e1m m\u00e2y.<\/li>\n<\/ul>\n<p style=\"text-align: justify\">B\u1ea3o v\u1ec7 thi\u1ebft b\u1ecb di \u0111\u1ed9ng<\/p>\n<ul>\n<li style=\"text-align: justify\">C\u00e0i \u0111\u1eb7t m\u00e0n h\u00ecnh kh\u00f3a v\u00e0 s\u1eed d\u1ee5ng t\u00ednh n\u0103ng t\u00ecm ki\u1ebfm thi\u1ebft b\u1ecb n\u1ebfu b\u1ecb m\u1ea5t.<\/li>\n<li style=\"text-align: justify\">C\u00e0i \u0111\u1eb7t ph\u1ea7n m\u1ec1m b\u1ea3o m\u1eadt tr\u00ean thi\u1ebft b\u1ecb di \u0111\u1ed9ng.<\/li>\n<\/ul>\n<p style=\"text-align: justify\">Gi\u1edbi h\u1ea1n th\u00f4ng tin c\u00e1 nh\u00e2n tr\u00ean m\u1ea1ng x\u00e3 h\u1ed9i<\/p>\n<ul>\n<li style=\"text-align: justify\">C\u1ea5u h\u00ecnh c\u00e0i \u0111\u1eb7t quy\u1ec1n ri\u00eang t\u01b0 tr\u00ean c\u00e1c t\u00e0i kho\u1ea3n m\u1ea1ng x\u00e3 h\u1ed9i \u0111\u1ec3 ki\u1ec3m so\u00e1t ai c\u00f3 th\u1ec3 xem th\u00f4ng tin c\u00e1 nh\u00e2n v\u00e0 b\u00e0i \u0111\u0103ng c\u1ee7a b\u1ea1n.<\/li>\n<\/ul>\n<p style=\"text-align: justify\">Gi\u00e1o d\u1ee5c b\u1ea3n th\u00e2n v\u00e0 ng\u01b0\u1eddi th\u00e2n<\/p>\n<ul>\n<li style=\"text-align: justify\">H\u1ecdc c\u00e1ch nh\u1eadn bi\u1ebft c\u00e1c m\u1ed1i \u0111e d\u1ecda tr\u1ef1c tuy\u1ebfn m\u1edbi v\u00e0 chia s\u1ebb th\u00f4ng tin n\u00e0y v\u1edbi gia \u0111\u00ecnh v\u00e0 b\u1ea1n b\u00e8.<\/li>\n<\/ul>\n<p style=\"text-align: justify\">S\u1eed d\u1ee5ng ph\u1ea7n m\u1ec1m ch\u1ed1ng malware<\/p>\n<ul>\n<li style=\"text-align: justify\">C\u00e0i \u0111\u1eb7t v\u00e0 c\u1eadp nh\u1eadt ph\u1ea7n m\u1ec1m ch\u1ed1ng virus v\u00e0 anti-malware \u0111\u1ec3 b\u1ea3o v\u1ec7 thi\u1ebft b\u1ecb kh\u1ecfi ph\u1ea7n m\u1ec1m \u0111\u1ed9c h\u1ea1i.<\/li>\n<\/ul>\n<p style=\"text-align: justify\">Vi\u1ec7c duy tr\u00ec an to\u00e0n tr\u1ef1c tuy\u1ebfn \u0111\u00f2i h\u1ecfi s\u1ef1 c\u1ea3nh gi\u00e1c li\u00ean t\u1ee5c v\u00e0 \u00e1p d\u1ee5ng c\u00e1c bi\u1ec7n ph\u00e1p b\u1ea3o m\u1eadt t\u1ed1t nh\u1ea5t. C\u1eadp nh\u1eadt ki\u1ebfn th\u1ee9c b\u1ea3o m\u1eadt v\u00e0 th\u1ef1c hi\u1ec7n c\u00e1c bi\u1ec7n ph\u00e1p ph\u00f2ng ng\u1eeba c\u00f3 th\u1ec3 gi\u00fap b\u1ea3o v\u1ec7 b\u1ea1n kh\u1ecfi nhi\u1ec1u m\u1ed1i \u0111e d\u1ecda tr\u1ef1c tuy\u1ebfn.<\/p>\n<h3 id=\"tai-sao-cac-du-an-chuyen-doi-so-that-bai\"><span class=\"ez-toc-section\" id=\"Tai_sao_cac_du_an_chuyen_doi_ky_thuat_so_that_bai\"><\/span>T\u1ea1i sao c\u00e1c d\u1ef1 \u00e1n chuy\u1ec3n \u0111\u1ed5i k\u1ef9 thu\u1eadt s\u1ed1 th\u1ea5t b\u1ea1i?<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>Chuy\u1ec3n \u0111\u1ed5i k\u1ef9 thu\u1eadt s\u1ed1 th\u1ea5t b\u1ea1i v\u00ec nhi\u1ec1u l\u00fd do, nh\u01b0ng h\u1ea7u h\u1ebft c\u00e1c v\u1ea5n \u0111\u1ec1 c\u00f3 th\u1ec3 li\u00ean quan \u0111\u1ebfn m\u1ed9t trong ba th\u00e1ch th\u1ee9c khi chuy\u1ec3n \u0111\u1ed5i s\u1ed1, bao g\u1ed3m: con ng\u01b0\u1eddi, giao ti\u1ebfp v\u00e0 \u0111o l\u01b0\u1eddng.<\/p>\n<ul>\n<li>\n<p style=\"text-align: justify\">Con ng\u01b0\u1eddi: V\u0103n h\u00f3a c\u00f3 th\u1ec3 v\u1eeba l\u00e0 \u0111\u1ed9ng l\u1ef1c h\u00e0ng \u0111\u1ea7u c\u1ee7a chuy\u1ec3n \u0111\u1ed5i s\u1ed1, v\u1eeba n\u1ec1n t\u1ea3ng c\u1ee7a qu\u00e1 tr\u00ecnh chuy\u1ec3n \u0111\u1ed5i s\u1ed1 th\u00e0nh c\u00f4ng. N\u1ebfu t\u1ed5 ch\u1ee9c kh\u00f4ng t\u1eadp trung \u0111\u1ee7 v\u00e0o con ng\u01b0\u1eddi v\u00e0 v\u0103n h\u00f3a, m\u1ecdi s\u00e1ng ki\u1ebfn \u200b\u200bc\u00f3 th\u1ec3 s\u1ebd th\u1ea5t b\u1ea1i.\u00a0<\/p>\n<\/li>\n<li>\n<p style=\"text-align: justify\">Giao ti\u1ebfp k\u00e9m: N\u1ebfu ban l\u00e3nh \u0111\u1ea1o kh\u00f4ng \u0111\u01b0a ra nh\u1eefng h\u01b0\u1edbng d\u1eabn c\u1ee5 th\u1ec3 v\u00e0 kh\u1ea3 thi tr\u01b0\u1edbc, trong v\u00e0 th\u1eadm ch\u00ed sau khi chuy\u1ec3n \u0111\u1ed5i, th\u00ec m\u1ecdi s\u00e1ng ki\u1ebfn s\u1ebd kh\u00f4ng th\u1ec3 ti\u1ebfn xa \u0111\u01b0\u1ee3c.<\/p>\n<\/li>\n<li>\n<p style=\"text-align: justify\">Thi\u1ebfu \u0111o l\u01b0\u1eddng: M\u1ed9t t\u1ed5 ch\u1ee9c kh\u00f4ng th\u1ec3 chuy\u1ec3n \u0111\u1ed5i s\u1ed1 th\u00e0nh c\u00f4ng n\u1ebfu kh\u00f4ng x\u00e1c \u0111\u1ecbnh \u0111\u01b0\u1ee3c th\u00e0nh c\u00f4ng c\u00f3 \u00fd ngh\u0129a nh\u01b0 th\u1ebf n\u00e0o \u0111\u1ed1i v\u1edbi h\u1ecd. N\u1ebfu doanh nghi\u1ec7p \u0111ang thay \u0111\u1ed5i c\u00e1ch th\u1ee9c kinh doanh, c\u1ea7n \u0111\u1eb7t th\u00eam KPI \u0111\u1ec3 theo d\u00f5i c\u00e1c t\u00e1c \u0111\u1ed9ng.<\/p>\n<\/li>\n<\/ul>\n<p><em>&gt;&gt; \u0110\u1ecdc th\u00eam s\u00e1ch: WHY DIGITAL TRANSFORMATIONS FAIL (V\u00cc SAO CHUY\u1ec2N \u0110\u1ed4I S\u1ed0 TH\u1ea4T B\u1ea0I) &#8211;\u00a0Tony Saldanha<\/em><\/p>\n<p style=\"text-align: center\"><em><img decoding=\"async\" alt=\"S\u00e1ch v\u00ec sao chuy\u1ec3n \u0111\u1ed5i s\u1ed1 th\u1ea5t b\u1ea1i\" src=\"https:\/\/www.pace.edu.vn\/uploads\/news\/2023\/04\/sach-vi-sao-chuyen-doi-so-that-bai.png\" style=\"width: 400px;height: 585px\"><\/em><\/p>\n<p style=\"text-align: justify\">C\u00f3 nhi\u1ec1u con \u0111\u01b0\u1eddng kh\u00e1c nhau trong qu\u00e1 tr\u00ecnh chuy\u1ec3n \u0111\u1ed5i s\u1ed1 v\u00e0 h\u00e0nh tr\u00ecnh c\u1ee7a m\u1ed7i t\u1ed5 ch\u1ee9c s\u1ebd l\u00e0 duy nh\u1ea5t. Tuy nhi\u00ean, trong h\u1ea7u h\u1ebft c\u00e1c tr\u01b0\u1eddng h\u1ee3p, vi\u1ec7c b\u1eaft \u0111\u1ea7u h\u00e0nh tr\u00ecnh chuy\u1ec3n \u0111\u1ed5i s\u1ed1 \u0111\u00f2i h\u1ecfi m\u1ed9t t\u1ea7m nh\u00ecn v\u00e0 t\u01b0 duy m\u1edbi, \u0111\u00e2y c\u0169ng l\u00e0 c\u01a1 h\u1ed9i \u0111\u1ec3 h\u00ecnh dung l\u1ea1i c\u00e1ch m\u00e0 h\u1ecd l\u00e0m m\u1ecdi vi\u1ec7c t\u1eeb tr\u01b0\u1edbc t\u1edbi nay.<\/p>\n<p style=\"text-align: justify\"><em>&gt;&gt; \u0110\u1ecdc th\u00eam:\u00a0&#8220;Chuy\u1ec3n \u0111\u1ed5i k\u00e9p&#8221; &#8211; Song h\u00e0nh chuy\u1ec3n \u0111\u1ed5i s\u1ed1 v\u00e0 chuy\u1ec3n \u0111\u1ed5i xanh th\u00fac \u0111\u1ea9y doanh nghi\u1ec7p ph\u00e1t tri\u1ec3n b\u1ec1n v\u1eefng<\/em><\/p>\n<p>Reviewed by:\u00a0Nguy\u1ec5n Th\u00e0nh Ph\u00fa<\/p>\n<p>Ngu\u1ed3n: <a href=\"https:\/\/www.ckconitsha.com\/vn\/\">https:\/\/www.ckconitsha.com\/vn\/<\/a> T\u00e1c gi\u1ea3: <a href=\"https:\/\/www.ckconitsha.com\/vn\/author\/nguyenlandung\">Nguy\u1ec5n L\u00e2n d\u0169ng<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u0110\u1ea1i d\u1ecbch Covid-19 bu\u1ed9c nhi\u1ec1u doanh nghi\u1ec7p ph\u1ea3i \u0111\u1ea9y nhanh qu\u00e1 tr\u00ecnh chuy\u1ec3n \u0111\u1ed5i s\u1ed1 \u0111\u1ec3 c\u1ea1nh tranh v\u00e0 th\u1eadm ch\u00ed l\u00e0 t\u1ed3n t\u1ea1i. \u0110i\u1ec1u n\u00e0y c\u1ea7n thi\u1ebft v\u00e0 \u0111\u00f3ng vai tr\u00f2 quan tr\u1ecdng cho c\u1ea3 l\u0129nh v\u1ef1c B2C v\u00e0 B2B v\u00ec h\u00e0nh vi c\u1ee7a ng\u01b0\u1eddi ti\u00eau d\u00f9ng, xu h\u01b0\u1edbng mua h\u00e0ng, ki\u1ebfn \u200b\u200bth\u1ee9c v\u00e0&#8230;<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[100],"tags":[],"class_list":["post-7636","post","type-post","status-publish","format-standard","hentry","category-kien-thuc"],"_links":{"self":[{"href":"https:\/\/www.ckconitsha.com\/vn\/wp-json\/wp\/v2\/posts\/7636","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.ckconitsha.com\/vn\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.ckconitsha.com\/vn\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.ckconitsha.com\/vn\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.ckconitsha.com\/vn\/wp-json\/wp\/v2\/comments?post=7636"}],"version-history":[{"count":2,"href":"https:\/\/www.ckconitsha.com\/vn\/wp-json\/wp\/v2\/posts\/7636\/revisions"}],"predecessor-version":[{"id":8221,"href":"https:\/\/www.ckconitsha.com\/vn\/wp-json\/wp\/v2\/posts\/7636\/revisions\/8221"}],"wp:attachment":[{"href":"https:\/\/www.ckconitsha.com\/vn\/wp-json\/wp\/v2\/media?parent=7636"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.ckconitsha.com\/vn\/wp-json\/wp\/v2\/categories?post=7636"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.ckconitsha.com\/vn\/wp-json\/wp\/v2\/tags?post=7636"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}