{"id":37513,"date":"2023-08-02T18:16:09","date_gmt":"2023-08-02T11:16:09","guid":{"rendered":"https:\/\/itviec.com\/blog\/?p=37513"},"modified":"2024-01-30T11:49:35","modified_gmt":"2024-01-30T04:49:35","slug":"ung-dung-cong-nghe-ai-co-hoi-va-rui-ro-nao-cho-doanh-nghiep","status":"publish","type":"post","link":"https:\/\/itviec.com\/blog\/ung-dung-cong-nghe-ai-co-hoi-va-rui-ro-nao-cho-doanh-nghiep\/","title":{"rendered":"\u1ee8ng d\u1ee5ng c\u00f4ng ngh\u1ec7 AI: C\u01a1 h\u1ed9i v\u00e0 r\u1ee7i ro n\u00e0o cho doanh nghi\u1ec7p?"},"content":{"rendered":"<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_85 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\">N\u1ed9i dung b\u00e0i vi\u1ebft<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"Toggle Table of Content\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #999;color:#999\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewBox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #999;color:#999\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewBox=\"0 0 24 24\" version=\"1.2\" baseProfile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/span><\/a><\/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:\/\/itviec.com\/blog\/ung-dung-cong-nghe-ai-co-hoi-va-rui-ro-nao-cho-doanh-nghiep\/#Cong_nghe_AI_la_gi\" >C\u00f4ng ngh\u1ec7 AI 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:\/\/itviec.com\/blog\/ung-dung-cong-nghe-ai-co-hoi-va-rui-ro-nao-cho-doanh-nghiep\/#7_xu_huong_cong_nghe_AI_dang_chu_y_nhat_2023\" >7 xu h\u01b0\u1edbng c\u00f4ng ngh\u1ec7 AI \u0111\u00e1ng ch\u00fa \u00fd nh\u1ea5t 2023<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/itviec.com\/blog\/ung-dung-cong-nghe-ai-co-hoi-va-rui-ro-nao-cho-doanh-nghiep\/#Doanh_nghiep_the_gioi_ung_dung_cong_nghe_AI_the_nao\" >Doanh nghi\u1ec7p th\u1ebf gi\u1edbi \u1ee9ng d\u1ee5ng c\u00f4ng ngh\u1ec7 AI th\u1ebf n\u00e0o?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/itviec.com\/blog\/ung-dung-cong-nghe-ai-co-hoi-va-rui-ro-nao-cho-doanh-nghiep\/#Doanh_nghiep_Viet_Nam_ung_dung_AI_the_nao\" >Doanh nghi\u1ec7p Vi\u1ec7t Nam \u1ee9ng d\u1ee5ng AI th\u1ebf n\u00e0o?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/itviec.com\/blog\/ung-dung-cong-nghe-ai-co-hoi-va-rui-ro-nao-cho-doanh-nghiep\/#Nhung_thach_thuc_lon_nhat_khi_ung_dung_cong_nghe_AI_trong_doanh_nghiep\" >Nh\u1eefng th\u00e1ch th\u1ee9c l\u1edbn nh\u1ea5t khi \u1ee9ng d\u1ee5ng c\u00f4ng ngh\u1ec7 AI trong doanh nghi\u1ec7p<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/itviec.com\/blog\/ung-dung-cong-nghe-ai-co-hoi-va-rui-ro-nao-cho-doanh-nghiep\/#Xay_dung_chien_luoc_AI_trong_doanh_nghiep_the_nao\" >X\u00e2y d\u1ef1ng chi\u1ebfn l\u01b0\u1ee3c AI trong doanh nghi\u1ec7p th\u1ebf n\u00e0o?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/itviec.com\/blog\/ung-dung-cong-nghe-ai-co-hoi-va-rui-ro-nao-cho-doanh-nghiep\/#Chien_luoc_AI_doi_voi_doanh_nghiep_Viet_Nam\" >Chi\u1ebfn l\u01b0\u1ee3c AI \u0111\u1ed1i v\u1edbi doanh nghi\u1ec7p Vi\u1ec7t Nam<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/itviec.com\/blog\/ung-dung-cong-nghe-ai-co-hoi-va-rui-ro-nao-cho-doanh-nghiep\/#Chuyen_gia_IT_Viet_Nam_phan_ung_gi_ve_viec_ung_dung_cong_nghe_AI\" >Chuy\u00ean gia IT Vi\u1ec7t Nam ph\u1ea3n \u1ee9ng g\u00ec v\u1ec1 vi\u1ec7c \u1ee9ng d\u1ee5ng c\u00f4ng ngh\u1ec7 AI?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/itviec.com\/blog\/ung-dung-cong-nghe-ai-co-hoi-va-rui-ro-nao-cho-doanh-nghiep\/#Cong_nghe_AI_anh_huong_gi_den_co_hoi_viec_lam\" >C\u00f4ng ngh\u1ec7 AI \u1ea3nh h\u01b0\u1edfng g\u00ec \u0111\u1ebfn c\u01a1 h\u1ed9i vi\u1ec7c l\u00e0m?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-10\" href=\"https:\/\/itviec.com\/blog\/ung-dung-cong-nghe-ai-co-hoi-va-rui-ro-nao-cho-doanh-nghiep\/#Ket_luan\" >K\u1ebft lu\u1eadn<\/a><\/li><\/ul><\/nav><\/div>\n<p><b><i>C\u00f4ng ngh\u1ec7 AI, hay tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o \u0111ang t\u1ea1o ra cu\u1ed9c ch\u01a1i m\u1edbi cho c\u00e1c doanh nghi\u1ec7p. T\u00ecm ra chi\u1ebfn l\u01b0\u1ee3c \u1ee9ng d\u1ee5ng AI hi\u1ec7u qu\u1ea3 c\u00f3 th\u1ec3 gi\u00fap doanh nghi\u1ec7p t\u0103ng n\u0103ng l\u1ef1c c\u1ea1nh tranh v\u00e0 t\u1eadn d\u1ee5ng th\u1eddi c\u01a1 t\u1ed1t nh\u1ea5t.<\/i><\/b><\/p>\n<p><span style=\"font-weight: 400;\">\u0110\u1ecdc b\u00e0i vi\u1ebft n\u00e0y \u0111\u1ec3 kh\u00e1m ph\u00e1:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Ti\u1ec1m n\u0103ng v\u00e0 r\u1ee7i ro khi \u1ee9ng d\u1ee5ng AI trong doanh nghi\u1ec7p<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Nh\u1eefng v\u00ed d\u1ee5 \u1ea5n t\u01b0\u1ee3ng v\u00e0 s\u1ed1 li\u1ec7u th\u1ed1ng k\u00ea \u0111\u00e1ng ch\u00fa \u00fd v\u1ec1 vi\u1ec7c \u1ee9ng d\u1ee5ng AI trong doanh nghi\u1ec7p t\u1ea1i Vi\u1ec7t Nam v\u00e0 tr\u00ean th\u1ebf gi\u1edbi<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">C\u00e1c b\u01b0\u1edbc x\u00e2y d\u1ef1ng chi\u1ebfn l\u01b0\u1ee3c \u1ee9ng d\u1ee5ng AI hi\u1ec7u qu\u1ea3 v\u00e0 c\u00f3 tr\u00e1ch nhi\u1ec7m<\/span><\/li>\n<\/ul>\n<h2><span class=\"ez-toc-section\" id=\"Cong_nghe_AI_la_gi\"><\/span><b>C\u00f4ng ngh\u1ec7 AI l\u00e0 g\u00ec?<\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><a href=\"https:\/\/itviec.com\/blog\/ai-la-gi\/\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">AI<\/span><\/a><span style=\"font-weight: 400;\"> l\u00e0 vi\u1ebft t\u1eaft c\u1ee7a t\u1eeb g\u00ec? AI l\u00e0 vi\u1ebft t\u1eaft c\u1ee7a Artificial Intelligence (Tr\u00ed tu\u1ec7 Nh\u00e2n t\u1ea1o), ngh\u0129a l\u00e0 tr\u00ed th\u00f4ng minh \u0111\u01b0\u1ee3c th\u1ec3 hi\u1ec7n qua m\u00e1y m\u00f3c.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">C\u00f4ng ngh\u1ec7 AI l\u00e0 g\u00ec? C\u00f4ng ngh\u1ec7 AI m\u1ed9t l\u0129nh v\u1ef1c khoa h\u1ecdc m\u00e1y t\u00ednh, t\u1eadp trung v\u00e0o vi\u1ec7c ph\u00e1t tri\u1ec3n c\u00e1c h\u1ec7 th\u1ed1ng v\u00e0 thu\u1eadt to\u00e1n c\u00f3 kh\u1ea3 n\u0103ng th\u1ef1c hi\u1ec7n c\u00e1c t\u00e1c v\u1ee5 th\u00f4ng minh, m\u00e0 tr\u01b0\u1edbc \u0111\u00e2y c\u1ea7n \u0111\u1ebfn tr\u00ed tu\u1ec7 c\u1ee7a con ng\u01b0\u1eddi.\u00a0<\/span><\/p>\n<h2><span class=\"ez-toc-section\" id=\"7_xu_huong_cong_nghe_AI_dang_chu_y_nhat_2023\"><\/span><b>7 xu h\u01b0\u1edbng c\u00f4ng ngh\u1ec7 AI \u0111\u00e1ng ch\u00fa \u00fd nh\u1ea5t 2023<\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span style=\"font-weight: 400;\">Theo b\u00e0i vi\u1ebft c\u1ee7a <\/span><a href=\"https:\/\/www.linkedin.com\/in\/karimkhanp\/?lipi=urn%3Ali%3Apage%3Ad_flagship3_pulse_read%3BX92xau9vTC6RnfdyYwr2Mw%3D%3D\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">Mohammed Karimkhan Pathan<\/span><\/a><span style=\"font-weight: 400;\"> &#8211; Founder t\u1ea1i DeepNeuralAI, d\u01b0\u1edbi \u0111\u00e2y l\u00e0 nh\u1eefng xu h\u01b0\u1edbng \u0111\u00e1ng ch\u00fa \u00fd n\u0103m 2023 m\u00e0 doanh nghi\u1ec7p c\u1ea7n quan t\u00e2m khi \u1ee9ng d\u1ee5ng c\u00f4ng ngh\u1ec7 AI:<\/span><b><\/b><\/p>\n<h3><b>Auto Machine Learning (AutoML):<\/b><\/h3>\n<p><span style=\"font-weight: 400;\">Trang <\/span><a href=\"https:\/\/www.gartner.com\/en\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">Gartner<\/span><\/a><span style=\"font-weight: 400;\"> d\u1ef1 \u0111o\u00e1n, trong t\u01b0\u01a1ng lai Auto Machine Learning s\u1ebd t\u1eadp trung v\u00e0o c\u1ea3i ti\u1ebfn c\u00e1c quy tr\u00ecnh v\u1eadn h\u00e0nh c\u1ea7n thi\u1ebft nh\u01b0: PlatformOps, MLOps v\u00e0 DataOps (g\u1ecdi chung l\u00e0 XOps).<\/span><\/p>\n<p><span style=\"font-weight: 400;\">S\u1ef1 ph\u00e1t tri\u1ec3n c\u1ee7a Auto Machine Learning, v\u1edbi 2 l\u0129nh v\u1ef1c n\u1ed5i b\u1eadt l\u00e0 t\u1ef1 \u0111\u1ed9ng ho\u00e1 quy tr\u00ecnh ch\u1ec9nh s\u1eeda c\u1ea5u tr\u00fac neural network v\u00e0 data labeling s\u1ebd gi\u00fap vi\u1ec7c \u1ee9ng d\u1ee5ng c\u00f4ng ngh\u1ec7 AI r\u1ebb h\u01a1n, m\u1ea5t \u00edt th\u1eddi gian h\u01a1n \u0111\u1ec3 \u0111\u01b0a ra th\u1ecb tr\u01b0\u1eddng.<\/span><\/p>\n<h3><b>Quy chu\u1ea9n v\u1ec1 \u0110\u1ea1o \u0111\u1ee9c v\u00e0 Kh\u1ea3 n\u0103ng gi\u1ea3i th\u00edch AI:<\/b><\/h3>\n<p><span style=\"font-weight: 400;\">AI c\u1ea7n d\u1eef li\u1ec7u \u0111\u1ec3 h\u1ecdc, d\u1eef li\u1ec7u \u0111\u00f3 c\u00f3 th\u1ec3 g\u1ed3m c\u00e1c th\u00f4ng tin c\u00e1 nh\u00e2n r\u1ea5t ri\u00eang t\u01b0. Do \u0111\u00f3, t\u01b0\u01a1ng lai s\u1ebd ch\u1ee9ng ki\u1ebfn nh\u1eefng n\u1ed7 l\u1ef1c \u0111\u1ec3 \u0111\u1ea3m b\u1ea3o kh\u00eda c\u1ea1nh \u0111\u1ea1o \u0111\u1ee9c c\u1ee7a AI, \u0111\u1ed3ng th\u1eddi gi\u1ea3i quy\u1ebft v\u1ea5n \u0111\u1ec1 &#8220;h\u1ed9p \u0111en&#8221; c\u1ee7a c\u00f4ng ngh\u1ec7 AI, t\u1ee9c l\u00e0 gi\u1ea3i th\u00edch \u0111\u01b0\u1ee3c c\u00e1ch th\u1ee9c AI \u0111\u01b0a ra ph\u00e1n \u0111o\u00e1n v\u00e0 d\u1eef li\u1ec7u m\u00e0 n\u00f3 s\u1eed d\u1ee5ng.<\/span><b><\/b><\/p>\n<h3><b>L\u0129nh v\u1ef1c \u201cPh\u00e2n t\u00edch d\u1ef1 \u0111o\u00e1n\u201d ti\u1ebfp t\u1ee5c ph\u00e1t tri\u1ec3n:<\/b><\/h3>\n<p><span style=\"font-weight: 400;\">Ph\u00e2n t\u00edch d\u1ef1 \u0111o\u00e1n l\u00e0 l\u0129nh v\u1ef1c AI nh\u1eb1m \u0111\u01b0a ra d\u1ef1 \u0111o\u00e1n v\u1ec1 t\u01b0\u01a1ng lai, d\u1ef1a tr\u00ean d\u1eef li\u1ec7u qu\u00e1 kh\u1ee9, thu\u1eadt to\u00e1n th\u1ed1ng k\u00ea v\u00e0 k\u1ef9 thu\u1eadt m\u00e1y h\u1ecdc. V\u1edbi \u1ee9ng d\u1ee5ng r\u1ed9ng r\u00e3i trong nhi\u1ec1u l\u0129nh v\u1ef1c h\u1ecdc thu\u1eadt, \u201cPh\u00e2n t\u00edch d\u1ef1 \u0111o\u00e1n\u201d \u0111ang tr\u1edf th\u00e0nh m\u1ed9t trong nh\u1eefng l\u0129nh v\u1ef1c AI h\u1ea5p d\u1eabn.<\/span><b><\/b><\/p>\n<h3><b>T\u00edch h\u1ee3p c\u00f4ng ngh\u1ec7 AI trong An ninh m\u1ea1ng:<\/b><\/h3>\n<p><span style=\"font-weight: 400;\">Ngo\u00e0i b\u1ea3o v\u1ec7 v\u00e0 l\u01b0u tr\u1eef d\u1eef li\u1ec7u nh\u01b0 hi\u1ec7n nay, v\u1edbi kh\u1ea3 n\u0103ng ph\u00e2n t\u00edch n\u00e2ng cao, trong t\u01b0\u01a1ng lai c\u00f4ng ngh\u1ec7 AI c\u00f2n c\u00f3 th\u1ec3 gi\u00fap ph\u00e1t hi\u1ec7n c\u00e1c cu\u1ed9c t\u1ea5n c\u00f4ng m\u1ea1ng, ho\u1eb7c c\u00e1c xu h\u01b0\u1edbng \u0111\u00e1ng ng\u1edd.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Tuy nhi\u00ean, \u0111\u00f3 c\u0169ng l\u00e0 th\u00e1ch th\u1ee9c trong v\u1ea5n \u0111\u1ec1 an ninh m\u1ea1ng, khi t\u1ed9i ph\u1ea1m m\u1ea1ng c\u0169ng s\u1ebd l\u1ee3i d\u1ee5ng AI \u0111\u1ec3 t\u1ea5n c\u00f4ng. Do \u0111\u00f3, c\u00e1c doanh nghi\u1ec7p c\u1ea7n t\u00edch h\u1ee3p c\u00f4ng ngh\u1ec7 AI v\u00e0o h\u1ec7 th\u1ed1ng an ninh m\u1ea1ng c\u1ee7a m\u00ecnh c\u00e0ng s\u1edbm c\u00e0ng t\u1ed1t.<\/span><b><\/b><\/p>\n<h3><b>M\u1edf r\u1ed9ng kh\u1ea3 n\u0103ng X\u1eed l\u00fd ng\u00f4n ng\u1eef t\u1ef1 nhi\u00ean (NLP):<\/b><\/h3>\n<p><span style=\"font-weight: 400;\">Vi\u1ec7c \u1ee9ng d\u1ee5ng kh\u1ea3 n\u0103ng X\u1eed l\u00fd ng\u00f4n ng\u1eef t\u1ef1 nhi\u00ean (NLP) c\u1ee7a AI \u0111\u01b0\u1ee3c d\u1ef1 \u0111o\u00e1n s\u1ebd kh\u00f4ng ng\u1eebng m\u1edf r\u1ed9ng. C\u00e1c t\u1ed5 ch\u1ee9c s\u1ebd t\u1eadn d\u1ee5ng s\u1ee9c m\u1ea1nh n\u00e0y \u0111\u1ec3 t\u0103ng c\u01b0\u1eddng t\u01b0\u01a1ng t\u00e1c v\u1edbi ng\u01b0\u1eddi ti\u00eau d\u00f9ng v\u00e0 th\u1ef1c hi\u1ec7n nghi\u00ean c\u1ee9u s\u00e2u r\u1ed9ng.<\/span><b><\/b><\/p>\n<h3><b>Si\u00eau t\u1ef1 \u0111\u1ed9ng ho\u00e1:<\/b><\/h3>\n<p><span style=\"font-weight: 400;\">Si\u00eau t\u1ef1 \u0111\u1ed9ng ho\u00e1 \u0111\u1ec1 c\u1eadp \u0111\u1ebfn vi\u1ec7c \u201ct\u1ef1 \u0111\u1ed9ng h\u00f3a\u201d quy tr\u00ecnh t\u1ef1 \u0111\u1ed9ng, b\u1eb1ng c\u00e1ch k\u1ebft h\u1ee3p c\u00e1c c\u00f4ng c\u1ee5 AI v\u1edbi t\u1ef1 \u0111\u1ed9ng h\u00f3a quy tr\u00ecnh b\u1eb1ng robot (<\/span><a href=\"https:\/\/itviec.com\/blog\/rpa-la-gi\/\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">RPA<\/span><\/a><span style=\"font-weight: 400;\">).<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Theo Gartner, si\u00eau t\u1ef1 \u0111\u1ed9ng ho\u00e1 s\u1ebd tr\u1edf n\u00ean quan tr\u1ecdng h\u01a1n trong nh\u1eefng n\u0103m t\u1edbi, v\u00ec n\u00f3 l\u00e0 b\u01b0\u1edbc c\u1ea7n thi\u1ebft cho b\u1ea5t k\u1ef3 doanh nghi\u1ec7p n\u00e0o mu\u1ed1n b\u1eaft k\u1ecbp v\u1edbi s\u1ef1 ti\u1ebfn b\u1ed9 c\u1ee7a c\u00f4ng ngh\u1ec7 s\u1ed1.<\/span><b><\/b><\/p>\n<h3><b>Generative AI v\u00e0 Large Language Model:<\/b><\/h3>\n<p><span style=\"font-weight: 400;\">Generative AI (hay AI t\u1ea1o sinh) l\u00e0 qu\u00e1 tr\u00ecnh thu\u1eadt to\u00e1n AI d\u00f9ng d\u1eef li\u1ec7u \u0111\u1ea7u v\u00e0o \u0111\u1ec3 t\u1ea1o ra n\u1ed9i dung ho\u00e0n to\u00e0n m\u1edbi, c\u00f3 th\u1ec3 ch\u01b0a t\u1eebng t\u1ed3n t\u1ea1i, kh\u00f4ng c\u1ea7n s\u1ef1 s\u00e1ng t\u1ea1o c\u1ee7a con ng\u01b0\u1eddi, d\u1ef1a tr\u00ean nh\u1eefng g\u00ec n\u00f3 \u0111\u01b0\u1ee3c \u0111\u00e0o t\u1ea1o.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Large language model (nh\u01b0 GPT) c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c coi l\u00e0 m\u1ed9t d\u1ea1ng c\u1ee5 th\u1ec3 c\u1ee7a Generative AI. V\u1edbi s\u1ef1 b\u00f9ng n\u1ed5 c\u1ee7a <a href=\"https:\/\/itviec.com\/blog\/chatgpt\/\" target=\"_blank\" rel=\"noopener\">ChatGPT<\/a> v\u00e0 c\u00e1c th\u1ebf h\u1ec7 GPT m\u1edbi nh\u1ea5t, c\u00e1c chuy\u00ean gia cho r\u1eb1ng, Generative AI s\u1ebd ti\u1ebfp t\u1ee5c ph\u00e1t tri\u1ec3n \u0111\u1ec3 ph\u1ea3n h\u1ed3i c\u00e1c c\u00e2u h\u1ecfi v\u00e0 y\u00eau c\u1ea7u c\u1ee7a ng\u01b0\u1eddi d\u00f9ng m\u1ed9t c\u00e1ch to\u00e0n di\u1ec7n h\u01a1n n\u1eefa.<\/span><\/p>\n<h2><span class=\"ez-toc-section\" id=\"Doanh_nghiep_the_gioi_ung_dung_cong_nghe_AI_the_nao\"><\/span><b>Doanh nghi\u1ec7p th\u1ebf gi\u1edbi \u1ee9ng d\u1ee5ng c\u00f4ng ngh\u1ec7 AI th\u1ebf n\u00e0o?<\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span style=\"font-weight: 400;\">Tr\u00ean th\u1ebf gi\u1edbi, \u1ee9ng d\u1ee5ng c\u00f4ng ngh\u1ec7 AI trong doanh nghi\u1ec7p \u0111\u00e3 \u0111\u01b0\u1ee3c tri\u1ec3n khai \u0111a d\u1ea1ng \u1edf nhi\u1ec1u l\u0129nh v\u1ef1c, \u0111\u1eb7c bi\u1ec7t l\u00e0 \u1edf c\u00e1c c\u00f4ng ty c\u00f4ng ngh\u1ec7.<\/span><span style=\"font-weight: 400;\">\u00a0<\/span><\/p>\n<h3><b>Nh\u1eefng \u1ee9ng d\u1ee5ng AI ph\u1ed5 bi\u1ebfn trong doanh nghi\u1ec7p n\u00f3i chung:<\/b><\/h3>\n<p><span style=\"font-weight: 400;\">Theo kh\u1ea3o s\u00e1t c\u1ee7a <\/span><a href=\"https:\/\/www.forbes.com\/advisor\/business\/software\/ai-in-business\/\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">Forbes Advisor<\/span><\/a><span style=\"font-weight: 400;\"> (v\u1edbi 600 ch\u1ee7 doanh nghi\u1ec7p \u0111ang s\u1eed d\u1ee5ng ho\u1eb7c c\u00f3 k\u1ebf ho\u1ea1ch k\u1ebft h\u1ee3p AI trong kinh doanh), nh\u1eefng \u1ee9ng d\u1ee5ng c\u00f4ng ngh\u1ec7 AI trong doanh nghi\u1ec7p ph\u1ed5 bi\u1ebfn nh\u1ea5t bao g\u1ed3m:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Ch\u0103m s\u00f3c kh\u00e1ch h\u00e0ng<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">An ninh m\u1ea1ng\/ Qu\u1ea3n l\u00fd gian l\u1eadn<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Tr\u1ee3 l\u00fd k\u1ef9 thu\u1eadt s\u1ed1 c\u00e1 nh\u00e2n<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Qu\u1ea3n l\u00fd quan h\u1ec7 kh\u00e1ch h\u00e0ng<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Qu\u1ea3n l\u00fd t\u00e0i nguy\u00ean<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">S\u1ea3n xu\u1ea5t n\u1ed9i dung<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">G\u1ee3i \u00fd s\u1ea3n ph\u1ea9m<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">K\u1ebf to\u00e1n<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">V\u1eadn h\u00e0nh chu\u1ed7i cung \u1ee9ng<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Tuy\u1ec3n d\u1ee5ng v\u00e0 t\u00ecm ngu\u1ed3n nh\u00e2n t\u00e0i<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Ph\u00e2n kh\u00fac \u0111\u1ed1i t\u01b0\u1ee3ng<\/span><\/li>\n<\/ul>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-38883\" src=\"https:\/\/itviec.com\/blog\/wp-content\/uploads\/2023\/08\/ung-dung-AI-vippro.png\" alt=\"ung-dung-ai-doanh-nghiep\" width=\"3355\" height=\"2035\" srcset=\"https:\/\/itviec.com\/blog\/wp-content\/uploads\/2023\/08\/ung-dung-AI-vippro.png 3355w, https:\/\/itviec.com\/blog\/wp-content\/uploads\/2023\/08\/ung-dung-AI-vippro-300x182.png 300w, https:\/\/itviec.com\/blog\/wp-content\/uploads\/2023\/08\/ung-dung-AI-vippro-640x388.png 640w, https:\/\/itviec.com\/blog\/wp-content\/uploads\/2023\/08\/ung-dung-AI-vippro-200x121.png 200w, https:\/\/itviec.com\/blog\/wp-content\/uploads\/2023\/08\/ung-dung-AI-vippro-768x466.png 768w, https:\/\/itviec.com\/blog\/wp-content\/uploads\/2023\/08\/ung-dung-AI-vippro-1536x932.png 1536w, https:\/\/itviec.com\/blog\/wp-content\/uploads\/2023\/08\/ung-dung-AI-vippro-2048x1242.png 2048w, https:\/\/itviec.com\/blog\/wp-content\/uploads\/2023\/08\/ung-dung-AI-vippro-100x61.png 100w, https:\/\/itviec.com\/blog\/wp-content\/uploads\/2023\/08\/ung-dung-AI-vippro-700x425.png 700w, https:\/\/itviec.com\/blog\/wp-content\/uploads\/2023\/08\/ung-dung-AI-vippro-1600x970.png 1600w\" sizes=\"auto, (max-width: 3355px) 100vw, 3355px\" \/><\/p>\n<p>&nbsp;<\/p>\n<h3><b>Nh\u1eefng \u1ee9ng d\u1ee5ng AI ph\u1ed5 bi\u1ebfn trong doanh nghi\u1ec7p IT:<\/b><\/h3>\n<p><span style=\"font-weight: 400;\">Theo kh\u1ea3o s\u00e1t<\/span> <a href=\"https:\/\/advisory.kpmg.us\/articles\/2023\/2023-kpmg-generative-ai-survey.html\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">Generative AI: From buzz to business value<\/span><\/a><span style=\"font-weight: 400;\"> c\u1ee7a KPMG, c\u00e1c doanh nghi\u1ec7p IT \u0111ang \u1ee9ng d\u1ee5ng c\u00f4ng ngh\u1ec7 AI cho 3 m\u1ee5c ti\u00eau ch\u00ednh:<\/span><\/p>\n<ul>\n<li><span style=\"font-weight: 400;\">T\u1ef1 \u0111\u1ed9ng ho\u00e1 c\u00e1c t\u00e1c v\u1ee5 h\u1eb1ng ng\u00e0y<\/span><\/li>\n<li><span style=\"font-weight: 400;\">Ph\u00e2n t\u00edch d\u1eef li\u1ec7u v\u00e0 \u0111\u01b0a ra d\u1ef1 \u0111o\u00e1n<\/span><\/li>\n<li><span style=\"font-weight: 400;\">T\u1ed1i \u01b0u ho\u00e1 c\u01a1 s\u1edf h\u1ea1 t\u1ea7ng IT<\/span><\/li>\n<\/ul>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-38324 size-full\" src=\"https:\/\/itviec.com\/blog\/wp-content\/uploads\/2023\/07\/AI-business-9-vippro.png\" alt=\"ung-dung-cong-nghe-ai-3\" width=\"1332\" height=\"588\" srcset=\"https:\/\/itviec.com\/blog\/wp-content\/uploads\/2023\/07\/AI-business-9-vippro.png 1332w, https:\/\/itviec.com\/blog\/wp-content\/uploads\/2023\/07\/AI-business-9-vippro-300x132.png 300w, https:\/\/itviec.com\/blog\/wp-content\/uploads\/2023\/07\/AI-business-9-vippro-640x283.png 640w, https:\/\/itviec.com\/blog\/wp-content\/uploads\/2023\/07\/AI-business-9-vippro-200x88.png 200w, https:\/\/itviec.com\/blog\/wp-content\/uploads\/2023\/07\/AI-business-9-vippro-768x339.png 768w, https:\/\/itviec.com\/blog\/wp-content\/uploads\/2023\/07\/AI-business-9-vippro-100x44.png 100w, https:\/\/itviec.com\/blog\/wp-content\/uploads\/2023\/07\/AI-business-9-vippro-700x309.png 700w\" sizes=\"auto, (max-width: 1332px) 100vw, 1332px\" \/><\/p>\n<p style=\"text-align: center;\"><i>\u1ee8ng d\u1ee5ng AI trong c\u00e1c doanh nghi\u1ec7p thu\u1ed9c l\u0129nh v\u1ef1c IT. Ngu\u1ed3n: KPMG<\/i><\/p>\n<h3><b>\u0110\u00e1nh gi\u00e1 v\u1ec1 t\u00e1c \u0111\u1ed9ng c\u1ee7a c\u00f4ng ngh\u1ec7 AI \u0111\u1ed1i v\u1edbi doanh nghi\u1ec7p:<\/b><\/h3>\n<p><span style=\"font-weight: 400;\">Theo 2 kh\u1ea3o s\u00e1t tr\u00ean c\u1ee7a Forbes Advisor v\u00e0 KPMG, c\u00f3 th\u1ec3 r\u00fat ra m\u1ed9t s\u1ed1 \u0111\u00e1nh gi\u00e1 chung c\u1ee7a c\u00e1c l\u00e3nh \u0111\u1ea1o doanh nghi\u1ec7p v\u1ec1 vi\u1ec7c \u1ee9ng d\u1ee5ng c\u00f4ng ngh\u1ec7 AI:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Ph\u1ea7n l\u1edbn l\u00e3nh \u0111\u1ea1o cho r\u1eb1ng: Trong s\u1ed1 c\u00e1c c\u00f4ng ngh\u1ec7 m\u1edbi n\u1ed5i, Generative AI c\u00f3 t\u00e1c \u0111\u1ed9ng l\u1edbn nh\u1ea5t v\u1edbi ho\u1ea1t \u0111\u1ed9ng kinh doanh c\u1ee7a h\u1ecd.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Ph\u1ea7n l\u1edbn c\u00e1c l\u00e3nh \u0111\u1ea1o xem Generative AI nh\u01b0 l\u00e0 c\u01a1 h\u1ed9i h\u01a1n l\u00e0 m\u1ed1i \u0111e d\u1ecda.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">71% doanh nghi\u1ec7p s\u1ebd tri\u1ec3n khai gi\u1ea3i ph\u00e1p Generative AI \u0111\u1ea7u ti\u00ean trong v\u00f2ng hai n\u0103m t\u1edbi.<\/span><\/li>\n<\/ul>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">AI \u0111\u01b0\u1ee3c \u01b0u ti\u00ean h\u00e0ng \u0111\u1ea7u \u0111\u1ec3 \u00e1p d\u1ee5ng cho c\u00e1c ho\u1ea1t \u0111\u1ed9ng CNTT\/C\u00f4ng ngh\u1ec7.<\/span><\/li>\n<\/ul>\n<h3><strong>C\u00e1c l\u1ee3i \u00edch l\u1edbn nh\u1ea5t m\u00e0 AI mang l\u1ea1i \u0111\u1ed1i v\u1edbi c\u00e1c l\u00e3nh \u0111\u1ea1o doanh nghi\u1ec7p l\u00e0:\u00a0<\/strong><\/h3>\n<ul>\n<li><span style=\"font-weight: 400;\">C\u1ea3i thi\u1ec7n m\u1ed1i quan h\u1ec7 v\u1edbi kh\u00e1ch h\u00e0ng.<\/span><\/li>\n<li><span style=\"font-weight: 400;\">C\u1ea3i thi\u1ec7n n\u0103ng su\u1ea5t.<\/span><\/li>\n<li><span style=\"font-weight: 400;\">C\u1ea3i thi\u1ec7n b\u00e1n h\u00e0ng.<\/span><\/li>\n<li><span style=\"font-weight: 400;\">Ti\u1ebft ki\u1ec7m chi ph\u00ed v\u1eadn h\u00e0nh.<\/span><\/li>\n<li><span style=\"font-weight: 400;\">Gi\u1ea3m th\u1eddi gian ph\u1ea3n h\u1ed3i.<\/span><\/li>\n<li><span style=\"font-weight: 400;\">Gi\u1ea3m nguy c\u01a1 sai s\u00f3t.<\/span><\/li>\n<li><span style=\"font-weight: 400;\">T\u0103ng c\u01b0\u1eddng kh\u1ea3 n\u0103ng \u0111\u01b0a ra quy\u1ebft \u0111\u1ecbnh.<\/span><\/li>\n<li><span style=\"font-weight: 400;\">H\u1ee3p l\u00fd ho\u00e1 quy tr\u00ecnh c\u00f4ng vi\u1ec7c.<\/span><\/li>\n<\/ul>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-38882\" src=\"https:\/\/itviec.com\/blog\/wp-content\/uploads\/2023\/08\/loi-ich-AI-vippro.png\" alt=\"loi-ich-ai-doanh-nghiep\" width=\"3355\" height=\"2007\" srcset=\"https:\/\/itviec.com\/blog\/wp-content\/uploads\/2023\/08\/loi-ich-AI-vippro.png 3355w, https:\/\/itviec.com\/blog\/wp-content\/uploads\/2023\/08\/loi-ich-AI-vippro-300x179.png 300w, https:\/\/itviec.com\/blog\/wp-content\/uploads\/2023\/08\/loi-ich-AI-vippro-640x383.png 640w, https:\/\/itviec.com\/blog\/wp-content\/uploads\/2023\/08\/loi-ich-AI-vippro-200x120.png 200w, https:\/\/itviec.com\/blog\/wp-content\/uploads\/2023\/08\/loi-ich-AI-vippro-768x459.png 768w, https:\/\/itviec.com\/blog\/wp-content\/uploads\/2023\/08\/loi-ich-AI-vippro-1536x919.png 1536w, https:\/\/itviec.com\/blog\/wp-content\/uploads\/2023\/08\/loi-ich-AI-vippro-2048x1225.png 2048w, https:\/\/itviec.com\/blog\/wp-content\/uploads\/2023\/08\/loi-ich-AI-vippro-100x60.png 100w, https:\/\/itviec.com\/blog\/wp-content\/uploads\/2023\/08\/loi-ich-AI-vippro-700x419.png 700w, https:\/\/itviec.com\/blog\/wp-content\/uploads\/2023\/08\/loi-ich-AI-vippro-1600x957.png 1600w\" sizes=\"auto, (max-width: 3355px) 100vw, 3355px\" \/><\/p>\n<p>&nbsp;<\/p>\n<h2><span class=\"ez-toc-section\" id=\"Doanh_nghiep_Viet_Nam_ung_dung_AI_the_nao\"><\/span><b>Doanh nghi\u1ec7p Vi\u1ec7t Nam \u1ee9ng d\u1ee5ng AI th\u1ebf n\u00e0o?<\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span style=\"font-weight: 400;\">T\u1ea1i Vi\u1ec7t Nam, vi\u1ec7c \u1ee9ng d\u1ee5ng c\u00f4ng ngh\u1ec7 AI trong doanh nghi\u1ec7p \u0111ang c\u00f3 nhi\u1ec1u l\u1ee3i th\u1ebf:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Ng\u00e0nh tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o \u0111\u01b0\u1ee3c xem l\u00e0 m\u1ed9t trong nh\u1eefng chi\u1ebfn l\u01b0\u1ee3c m\u0169i nh\u1ecdn trong cu\u1ed9c C\u00e1ch m\u1ea1ng 4.0 (theo <\/span><a href=\"https:\/\/vietnamnet.vn\/bo-tt-tt-ban-hanh-chien-luoc-ai-ung-dung-i5013405.html\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">Chi\u1ebfn l\u01b0\u1ee3c qu\u1ed1c gia v\u1ec1 nghi\u00ean c\u1ee9u, ph\u00e1t tri\u1ec3n v\u00e0 \u1ee9ng d\u1ee5ng AI<\/span><\/a><span style=\"font-weight: 400;\">).<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">N\u0103m 2022, Vi\u1ec7t Nam x\u1ebfp h\u1ea1ng 55 to\u00e0n c\u1ea7u (t\u0103ng 7 b\u1eadc so v\u1edbi <\/span><a href=\"https:\/\/static1.squarespace.com\/static\/58b2e92c1e5b6c828058484e\/t\/61ead0752e7529590e98d35f\/1642778757117\/Government_AI_Readiness_21.pdf\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">2021<\/span><\/a><span style=\"font-weight: 400;\">) v\u1ec1 ch\u1ec9 s\u1ed1 \u201cs\u1eb5n s\u00e0ng v\u1ec1 AI c\u1ee7a ch\u00ednh ph\u1ee7\u201d (<\/span><a href=\"https:\/\/www.oxfordinsights.com\/government-ai-readiness-index-2022\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">Government AI Readiness Index 2022<\/span><\/a><span style=\"font-weight: 400;\">) c\u1ee7a <\/span><a href=\"https:\/\/www.oxfordinsights.com\/\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">Oxford Insights<\/span><\/a><span style=\"font-weight: 400;\">. Trong \u0111\u00f3 ch\u1ec9 s\u1ed1 n\u1ed5i b\u1eadt nh\u1ea5t m\u00e0 Vi\u1ec7t Nam \u0111\u1ea1t \u0111\u01b0\u1ee3c l\u00e0<\/span> <a href=\"https:\/\/docs.google.com\/spreadsheets\/d\/1uPDrhitDDcDWFuBJd2adfYftE3_PQKFxG6eEZ6GmhMU\/edit#gid=1591582236\" target=\"_blank\" rel=\"noopener\">Human Capital<\/a> <span style=\"font-weight: 400;\">(Ngu\u1ed3n l\u1ef1c con ng\u01b0\u1eddi) v\u1edbi 51,36 \u0111i\u1ec3m, v\u01b0\u1ee3t ng\u01b0\u1ee1ng trung b\u00ecnh th\u1ebf gi\u1edbi l\u00e0 39,98 \u0111i\u1ec3m, x\u1ebfp h\u1ea1ng 39 to\u00e0n c\u1ea7u.<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">V\u1edbi ti\u1ec1m n\u0103ng v\u1ec1 nh\u00e2n l\u1ef1c l\u1edbn, c\u00e1c doanh nghi\u1ec7p t\u1ea1i Vi\u1ec7t Nam &#8211; \u0111\u1eb7c bi\u1ec7t l\u00e0 c\u00e1c c\u00f4ng ty IT, kh\u00f4ng ch\u1ec9 \u0111ang \u1ee9ng d\u1ee5ng c\u00f4ng ngh\u1ec7 AI v\u00e0o ho\u1ea1t \u0111\u1ed9ng R&amp;D (nghi\u00ean c\u1ee9u v\u00e0 ph\u00e1t tri\u1ec3n), m\u00e0 c\u00f2n trong ho\u1ea1t \u0111\u1ed9ng \u0111\u00e0o t\u1ea1o con ng\u01b0\u1eddi.\u00a0<\/span><b><\/b><\/p>\n<h3><b>\u1ee8ng d\u1ee5ng c\u00f4ng ngh\u1ec7 AI v\u00e0o ph\u00e1t tri\u1ec3n s\u1ea3n ph\u1ea9m:<\/b><\/h3>\n<p><span style=\"font-weight: 400;\">Nhi\u1ec1u doanh nghi\u1ec7p t\u1ea1i Vi\u1ec7t Nam \u0111\u00e3 v\u00e0 \u0111ang \u1ee9ng d\u1ee5ng c\u00f4ng ngh\u1ec7 AI \u0111\u1ec3 nghi\u00ean c\u1ee9u, ph\u00e1t tri\u1ec3n v\u00e0 cho ra m\u1eaft c\u00e1c s\u1ea3n ph\u1ea9m, t\u00ednh n\u0103ng th\u00f4ng minh, n\u00e2ng c\u1ea5p tr\u1ea3i nghi\u1ec7m c\u1ee7a kh\u00e1ch h\u00e0ng m\u1ee5c ti\u00eau.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">C\u00e1c s\u1ea3n ph\u1ea9m d\u1ef1a tr\u00ean AI c\u00f3 \u1edf \u0111a d\u1ea1ng c\u00e1c l\u0129nh v\u1ef1c nh\u01b0:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Tr\u1ee3 l\u00fd \u1ea3o: <\/b><span style=\"font-weight: 400;\">Xe \u0111i\u1ec7n<\/span> <a href=\"https:\/\/itviec.com\/nha-tuyen-dung\/vinfast\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">Vinfast<\/span><\/a><span style=\"font-weight: 400;\"> \u0111\u01b0\u1ee3c t\u00edch h\u1ee3p tr\u1ee3 l\u00fd \u1ea3o Vivi c\u00f3 kh\u1ea3 n\u0103ng hi\u1ec3u ti\u1ebfng Vi\u1ec7t, h\u1ed7 tr\u1ee3 ng\u01b0\u1eddi l\u00e1i xe th\u1ef1c hi\u1ec7n nhi\u1ec1u t\u00e1c v\u1ee5 r\u1ea3nh tay khi \u0111ang di chuy\u1ec3n.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>C\u00f4ng c\u1ee5 t\u00ecm ki\u1ebfm: <\/b><a href=\"https:\/\/itviec.com\/nha-tuyen-dung\/coc-coc\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">C\u1ed1c C\u1ed1c<\/span><\/a><span style=\"font-weight: 400;\"> ra m\u1eaft 2 c\u00f4ng c\u1ee5 C\u1ed1c C\u1ed1c AI Chat (tr\u1ee3 l\u00fd ng\u00f4n ng\u1eef t\u01b0\u01a1ng t\u1ef1 ChatGPT) v\u00e0 C\u1ed1c C\u1ed1c AI Search (to\u0301m t\u0103\u0301t nhanh k\u1ebft qu\u1ea3 truy v\u1ea5n cu\u0309a ngu\u031b\u01a1\u0300i du\u0300ng b\u0103\u0300ng AI) v\u1edbi \u01b0u \u0111i\u1ec3m l\u00e0 hi\u1ec3u ti\u1ebfng Vi\u1ec7t v\u00e0 \u0111\u1eb7c tr\u01b0ng v\u0103n h\u00f3a Vi\u1ec7t Nam.<\/span><\/li>\n<\/ul>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Health-tech: <\/b><a href=\"https:\/\/itviec.com\/nha-tuyen-dung\/kms-healthcare\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">KMS Health Tech<\/span><\/a><span style=\"font-weight: 400;\"> \u1ee9ng d\u1ee5ng AI \u0111\u1ec3 \u0111\u01b0a ra c\u00e1c gi\u1ea3i ph\u00e1p h\u1ed7 tr\u1ee3 ph\u00e2n t\u00edch b\u1ec7nh \u00e1n v\u00e0 quy\u1ebft \u0111\u1ecbnh \u0111i\u1ec1u tr\u1ecb d\u1ef1a tr\u00ean tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Ed-tech:<\/b><span style=\"font-weight: 400;\"> N\u1ec1n t\u1ea3ng h\u1ecdc ngo\u1ea1i ng\u1eef online <\/span><a href=\"https:\/\/itviec.com\/nha-tuyen-dung\/edupia-top-edtech-companies?lab_feature=preview_jd_page\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">Edupia<\/span><\/a><span style=\"font-weight: 400;\"> \u1ee9ng d\u1ee5ng AI \u0111\u1ec3 ch\u1ec9nh s\u1eeda ph\u00e1t \u00e2m v\u00e0 thi\u1ebft k\u1ebf b\u00e0i h\u1ecdc ph\u00f9 h\u1ee3p cho tr\u1ebb em.<\/span><\/li>\n<li><b>Tuy\u1ec3n d\u1ee5ng: <\/b><span style=\"font-weight: 400;\">ITviec \u1ee9ng d\u1ee5ng AI \u0111\u1ec3 ph\u00e1t tri\u1ec3n d\u1ecbch v\u1ee5 <\/span><a href=\"https:\/\/itviec.com\/ai-match\" target=\"_blank\" rel=\"noopener\">AI Match<\/a><span style=\"font-weight: 400;\"> (g\u1ee3i \u00fd \u1ee9ng vi\u00ean). T\u00ednh n\u0103ng n\u00e0y gi\u00fap c\u1ea3i ti\u1ebfn m\u1ee9c \u0111\u1ed9 ch\u00ednh x\u00e1c (matching) c\u1ee7a \u1ee9ng vi\u00ean v\u00e0 nh\u00e0 tuy\u1ec3n d\u1ee5ng, \u0111\u1ed3ng th\u1eddi \u0111\u1ea9y nhanh th\u1eddi gian t\u00ecm \u0111\u01b0\u1ee3c chuy\u00ean gia IT ph\u00f9 h\u1ee3p nh\u1ea5t cho doanh nghi\u1ec7p.<\/span><\/li>\n<\/ul>\n<h3><b>\u1ee8ng d\u1ee5ng c\u00f4ng ngh\u1ec7 AI v\u00e0o quy tr\u00ecnh \u0111\u00e0o t\u1ea1o:<\/b><\/h3>\n<p><span style=\"font-weight: 400;\">Trong n\u1ed9i b\u1ed9 doanh nghi\u1ec7p, c\u00f4ng ngh\u1ec7 AI \u0111ang \u0111\u01b0\u1ee3c c\u00e1c c\u00f4ng ty IT \u1ee9ng d\u1ee5ng trong l\u1ed9 tr\u00ecnh n\u00e2ng cao n\u0103ng l\u1ef1c nh\u00e2n vi\u00ean.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u0110\u1eb7c bi\u1ec7t v\u1edbi c\u00e1c <\/span><a href=\"https:\/\/itviec.com\/vietnam-best-it-companies\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">c\u00f4ng ty IT t\u1ed1t nh\u1ea5t Vi\u1ec7t Nam n\u0103m 2023<\/span><\/a><span style=\"font-weight: 400;\"> (theo danh s\u00e1ch c\u1ee7a ITviec) nh\u01b0: <\/span><a href=\"https:\/\/itviec.com\/nha-tuyen-dung\/mti-technology\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">MTI Technology<\/span><\/a><span style=\"font-weight: 400;\">, <\/span><a href=\"https:\/\/itviec.com\/nha-tuyen-dung\/epam\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">EPAM Vietnam<\/span><\/a><span style=\"font-weight: 400;\">&#8230; v\u1ed1n r\u1ea5t nhanh nh\u1ea1y trong vi\u1ec7c \u0111\u00e0o t\u1ea1o nh\u00e2n vi\u00ean, AI l\u00e0 m\u1ed9t trong nh\u1eefng ch\u1ee7 \u0111\u1ec1 \u0111\u00e0o t\u1ea1o chi\u1ebfn l\u01b0\u1ee3c.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">C\u00e1c c\u00f4ng ty \u0111\u00e3 b\u1eaft \u0111\u1ea7u t\u00edch h\u1ee3p ch\u1ee7 \u0111\u1ec1 v\u1ec1 AI trong c\u00e1c kho\u00e1 \u0111\u00e0o t\u1ea1o n\u1ed9i b\u1ed9, ho\u1eb7c mua c\u00e1c kho\u00e1 h\u1ecdc li\u00ean quan \u0111\u1ebfn AI cho nh\u00e2n vi\u00ean\u2026 MTI Technology c\u00f2n t\u1ea1o \u0111i\u1ec1u ki\u1ec7n cho nh\u00e2n vi\u00ean th\u1ef1c h\u00e0nh t\u1ea1o ra nh\u1eefng \u1ee9ng d\u1ee5ng AI d\u00f9ng trong n\u1ed9i b\u1ed9 c\u00f4ng ty, t\u1eeb \u0111\u00f3 n\u00e2ng cao n\u0103ng l\u1ef1c v\u00e0 nh\u1eadn th\u1ee9c c\u1ee7a h\u1ecd v\u1ec1 c\u00f4ng ngh\u1ec7 AI.\u00a0<\/span><\/p>\n<h2><span class=\"ez-toc-section\" id=\"Nhung_thach_thuc_lon_nhat_khi_ung_dung_cong_nghe_AI_trong_doanh_nghiep\"><\/span><b>Nh\u1eefng th\u00e1ch th\u1ee9c l\u1edbn nh\u1ea5t khi \u1ee9ng d\u1ee5ng c\u00f4ng ngh\u1ec7 AI trong doanh nghi\u1ec7p<\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span style=\"font-weight: 400;\">Tuy nh\u1eadn th\u1ee9c \u0111\u01b0\u1ee3c s\u1ee9c m\u1ea1nh to l\u1edbn c\u1ee7a AI, nh\u01b0ng nhi\u1ec1u doanh nghi\u1ec7p c\u0169ng chia s\u1ebb v\u1ec1 m\u1ed9t s\u1ed1 r\u00e0o c\u1ea3n khi\u1ebfn h\u1ecd ch\u01b0a s\u1eb5n s\u00e0ng ti\u1ebfp c\u1eadn v\u1edbi c\u00f4ng ngh\u1ec7 n\u00e0y.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Theo kh\u1ea3o s\u00e1t c\u1ee7a KPMG, ph\u1ea7n l\u1edbn c\u00e1c c\u00f4ng ty ch\u01b0a th\u1ef1c hi\u1ec7n s\u00e2u s\u1eafc chi\u1ebfn l\u01b0\u1ee3c qu\u1ea3n l\u00fd r\u1ee7i ro li\u00ean quan \u0111\u1ebfn AI. Ch\u1ec9 c\u00f3 6% doanh nghi\u1ec7p tham gia kh\u1ea3o s\u00e1t cho bi\u1ebft, h\u1ecd \u0111\u00e3 c\u00f3 \u0111\u1ed9i ng\u0169 chuy\u00ean gia \u0111\u00e1nh gi\u00e1 r\u1ee7i ro v\u00e0 th\u1ef1c hi\u1ec7n c\u00e1c bi\u1ec7n ph\u00e1p gi\u1ea3m thi\u1ec3u r\u1ee7i ro AI.<\/span><\/p>\n<h3><b>Lo ng\u1ea1i l\u1edbn nh\u1ea5t c\u1ee7a doanh nghi\u1ec7p khi \u1ee9ng d\u1ee5ng AI:<\/b><\/h3>\n<p><span style=\"font-weight: 400;\">Theo kh\u1ea3o s\u00e1t c\u1ee7a Forbes, c\u00e1c m\u1ed1i lo ng\u1ea1i l\u1edbn nh\u1ea5t c\u1ee7a ch\u1ee7 doanh nghi\u1ec7p khi \u1ee9ng d\u1ee5ng c\u00f4ng ngh\u1ec7 AI l\u00e0:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Lo ng\u1ea1i v\u1ec1 s\u1ef1 ph\u1ee5 thu\u1ed9c qu\u00e1 m\u1ee9c v\u00e0o c\u00f4ng ngh\u1ec7.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Lo ng\u1ea1i v\u1ec1 n\u0103ng l\u1ef1c k\u1ef9 thu\u1eadt \u0111\u1ec3 s\u1eed d\u1ee5ng AI.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Lo ng\u1ea1i v\u1ec1 s\u1ef1 s\u1ee5t gi\u1ea3m l\u1ef1c l\u01b0\u1ee3ng lao \u0111\u1ed9ng l\u00e0 con ng\u01b0\u1eddi.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Lo ng\u1ea1i v\u1ec1 t\u00ednh b\u1ea3o m\u1eadt.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Lo ng\u1ea1i v\u1ec1 m\u1ee9c \u0111\u1ed9 ch\u00ednh x\u00e1c khi truy\u1ec1n \u0111\u1ea1t th\u00f4ng tin b\u1eb1ng AI \u0111\u1ebfn kh\u00e1ch h\u00e0ng.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Lo ng\u1ea1i v\u1ec1 c\u00e1c l\u1ed7i sai ch\u1ee7 quan.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Lo ng\u1ea1i v\u1ec1 \u1ea3nh h\u01b0\u1edfng ti\u00eau c\u1ef1c \u0111\u1ebfn m\u1ed1i quan h\u1ec7 v\u1edbi kh\u00e1ch h\u00e0ng<\/span><\/li>\n<\/ul>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-38881\" src=\"https:\/\/itviec.com\/blog\/wp-content\/uploads\/2023\/08\/lo-ngai-AI-vippro.png\" alt=\"lo-ngai-ai-doanh-nghiep\" width=\"3355\" height=\"2021\" srcset=\"https:\/\/itviec.com\/blog\/wp-content\/uploads\/2023\/08\/lo-ngai-AI-vippro.png 3355w, https:\/\/itviec.com\/blog\/wp-content\/uploads\/2023\/08\/lo-ngai-AI-vippro-300x181.png 300w, https:\/\/itviec.com\/blog\/wp-content\/uploads\/2023\/08\/lo-ngai-AI-vippro-640x386.png 640w, https:\/\/itviec.com\/blog\/wp-content\/uploads\/2023\/08\/lo-ngai-AI-vippro-200x120.png 200w, https:\/\/itviec.com\/blog\/wp-content\/uploads\/2023\/08\/lo-ngai-AI-vippro-768x463.png 768w, https:\/\/itviec.com\/blog\/wp-content\/uploads\/2023\/08\/lo-ngai-AI-vippro-1536x925.png 1536w, https:\/\/itviec.com\/blog\/wp-content\/uploads\/2023\/08\/lo-ngai-AI-vippro-2048x1234.png 2048w, https:\/\/itviec.com\/blog\/wp-content\/uploads\/2023\/08\/lo-ngai-AI-vippro-100x60.png 100w, https:\/\/itviec.com\/blog\/wp-content\/uploads\/2023\/08\/lo-ngai-AI-vippro-700x422.png 700w, https:\/\/itviec.com\/blog\/wp-content\/uploads\/2023\/08\/lo-ngai-AI-vippro-1600x964.png 1600w\" sizes=\"auto, (max-width: 3355px) 100vw, 3355px\" \/><\/p>\n<h3><b>Lo ng\u1ea1i l\u1edbn nh\u1ea5t c\u1ee7a chuy\u00ean gia IT khi \u1ee9ng d\u1ee5ng AI:<\/b><\/h3>\n<p><span style=\"font-weight: 400;\">K\u1ebft qu\u1ea3 tr\u00ean c\u00f3 s\u1ef1 \u0111\u1ed3ng nh\u1ea5t v\u1edbi \u00fd khi\u1ebfn c\u1ee7a c\u00e1c chuy\u00ean gia IT t\u1ea1i Vi\u1ec7t Nam, <\/span><span style=\"font-weight: 400;\">theo <\/span><a href=\"https:\/\/drive.google.com\/drive\/folders\/1rAMYTAFhKow-8fHbnU7ExpECIzIJ2_4v?usp=sharing\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">kh\u1ea3o s\u00e1t \u201cQuan \u0111i\u1ec3m v\u1ec1 Generative AI&#8221;<\/span><\/a><span style=\"font-weight: 400;\"> c\u1ee7a ITviec.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Theo \u0111\u00f3, c\u00e1c lo ng\u1ea1i l\u1edbn nh\u1ea5t c\u1ee7a chuy\u00ean gia IT v\u1ec1 c\u00f4ng ngh\u1ec7 v\u00e0 c\u00e1c c\u00f4ng c\u1ee5 Generative AI (Ch\u1eb3ng h\u1ea1n ChatGPT) l\u00e0:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">M\u1ee9c \u0111\u1ed9 ch\u00ednh x\u00e1c c\u1ee7a d\u1eef li\u1ec7u kh\u00f4ng x\u00e1c \u0111\u1ecbnh<\/span><\/li>\n<\/ul>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0110\u00f2i h\u1ecfi s\u1ef1 ki\u1ec3m so\u00e1t v\u1ec1 ch\u1ea5t l\u01b0\u1ee3ng n\u1ed9i dung<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">V\u1ea5n \u0111\u1ec1 b\u1ea3n quy\u1ec1n g\u00e2y tranh c\u00e3i<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">T\u00ednh kh\u00e1ch quan c\u1ee7a qu\u00e1 tr\u00ecnh ra quy\u1ebft \u0111\u1ecbnh<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">S\u1ef1 thay th\u1ebf v\u1ec1 c\u00f4ng vi\u1ec7c\u00a0<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">R\u00e0o c\u1ea3n v\u1ec1 m\u1eb7t chi ph\u00ed<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">M\u1ee9c \u0111\u1ed9 ph\u1ee9c t\u1ea1p khi tri\u1ec3n khai<\/span><\/li>\n<\/ul>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-38654\" src=\"https:\/\/itviec.com\/blog\/wp-content\/uploads\/2023\/07\/cong-nghe-generative-AI-05-vippro.png\" alt=\"cong-nghe-generative-AI-05-vippro\" width=\"2860\" height=\"2090\" srcset=\"https:\/\/itviec.com\/blog\/wp-content\/uploads\/2023\/07\/cong-nghe-generative-AI-05-vippro.png 2860w, https:\/\/itviec.com\/blog\/wp-content\/uploads\/2023\/07\/cong-nghe-generative-AI-05-vippro-300x219.png 300w, https:\/\/itviec.com\/blog\/wp-content\/uploads\/2023\/07\/cong-nghe-generative-AI-05-vippro-640x468.png 640w, https:\/\/itviec.com\/blog\/wp-content\/uploads\/2023\/07\/cong-nghe-generative-AI-05-vippro-200x146.png 200w, https:\/\/itviec.com\/blog\/wp-content\/uploads\/2023\/07\/cong-nghe-generative-AI-05-vippro-768x561.png 768w, https:\/\/itviec.com\/blog\/wp-content\/uploads\/2023\/07\/cong-nghe-generative-AI-05-vippro-1536x1122.png 1536w, https:\/\/itviec.com\/blog\/wp-content\/uploads\/2023\/07\/cong-nghe-generative-AI-05-vippro-2048x1497.png 2048w, https:\/\/itviec.com\/blog\/wp-content\/uploads\/2023\/07\/cong-nghe-generative-AI-05-vippro-100x73.png 100w, https:\/\/itviec.com\/blog\/wp-content\/uploads\/2023\/07\/cong-nghe-generative-AI-05-vippro-616x450.png 616w, https:\/\/itviec.com\/blog\/wp-content\/uploads\/2023\/07\/cong-nghe-generative-AI-05-vippro-1600x1169.png 1600w\" sizes=\"auto, (max-width: 2860px) 100vw, 2860px\" \/><\/p>\n<p style=\"text-align: center;\"><i><span style=\"font-weight: 400;\">Nh\u1eefng lo ng\u1ea1i l\u1edbn nh\u1ea5t c\u1ee7a chuy\u00ean gia IT \u0111\u1ed1i v\u1edbi c\u00f4ng ngh\u1ec7\/c\u00f4ng c\u1ee5 Generative AI (v\u00ed d\u1ee5 ChatGPT). Ngu\u1ed3n: ITviec<\/span><\/i><\/p>\n<p><span style=\"font-weight: 400;\">V\u1eady t\u00f3m l\u1ea1i:<\/span><b> Nh\u1eefng th\u00e1ch th\u1ee9c l\u1edbn nh\u1ea5t khi \u1ee9ng d\u1ee5ng c\u00f4ng ngh\u1ec7 AI (\u0111\u1eb7c bi\u1ec7t l\u00e0 Generative AI) l\u00e0 g\u00ec? <\/b><span style=\"font-weight: 400;\">KPMG \u0111\u00e3 t\u1ed5ng h\u1ee3p 5 nh\u00f3m th\u00e1ch th\u1ee9c ch\u00ednh:<\/span><\/p>\n<table>\n<tbody>\n<tr>\n<td>\n<p style=\"text-align: center;\"><b>Th\u00e1ch th\u1ee9c v\u1ec1<\/b><\/p>\n<\/td>\n<td style=\"text-align: center;\"><b>Gi\u1ea3i th\u00edch<\/b><\/td>\n<\/tr>\n<tr>\n<td>\n<p style=\"text-align: left;\"><span style=\"font-weight: 400;\">S\u1ef1 tin c\u1eady<\/span><\/p>\n<\/td>\n<td>\n<ul>\n<li style=\"font-weight: 400; text-align: left;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Nguy c\u01a1 \u0111\u01b0a ra c\u00e1c quy\u1ebft \u0111\u1ecbnh ch\u1ee7 quan, ph\u00e2n bi\u1ec7t \u0111\u1ed1i x\u1eed, ho\u1eb7c th\u00f4ng tin sai l\u1ec7ch.<\/span><\/li>\n<li style=\"font-weight: 400; text-align: left;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Kh\u00f3 kh\u0103n trong vi\u1ec7c ki\u1ec3m ch\u1ee9ng h\u1ec7 th\u1ed1ng AI.<\/span><\/li>\n<li style=\"font-weight: 400; text-align: left;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Nguy c\u01a1 \u1ea3nh h\u01b0\u1edfng ti\u00eau c\u1ef1c \u0111\u1ebfn danh ti\u1ebfng doanh nghi\u1ec7p.<\/span><\/li>\n<\/ul>\n<\/td>\n<\/tr>\n<tr>\n<td>\n<p style=\"text-align: left;\"><span style=\"font-weight: 400;\">S\u1ef1 tu\u00e2n th\u1ee7<\/span><\/p>\n<\/td>\n<td>\n<ul>\n<li style=\"font-weight: 400; text-align: left;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Ph\u1ea3i tu\u00e2n th\u1ee7 ng\u00e0y c\u00e0ng nhi\u1ec1u c\u00e1c quy chu\u1ea9n to\u00e0n c\u1ea7u li\u00ean quan \u0111\u1ebfn \u0111\u1ea1o \u0111\u1ee9c v\u00e0 \u1ee9ng d\u1ee5ng AI.<\/span><\/li>\n<li style=\"font-weight: 400; text-align: left;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Ph\u1ea3i tu\u00e2n th\u1ee7 ng\u00e0y c\u00e0ng nhi\u1ec1u c\u00e1c ch\u00ednh s\u00e1ch v\u00e0 ki\u1ec3m so\u00e1t n\u1ed9i b\u1ed9 li\u00ean quan \u0111\u1ebfn AI.<\/span><\/li>\n<\/ul>\n<\/td>\n<\/tr>\n<tr>\n<td>\n<p style=\"text-align: left;\"><span style=\"font-weight: 400;\">B\u1ea3o m\u1eadt &amp; quy\u1ec1n ri\u00eang t\u01b0<\/span><\/p>\n<\/td>\n<td>\n<ul>\n<li style=\"font-weight: 400; text-align: left;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0110\u1ed1i ph\u00f3 v\u1edbi c\u00e1c l\u1ed7 h\u1ed5ng b\u1ea3o m\u1eadt.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Y\u00eau c\u1ea7u v\u1ec1 t\u00ednh minh b\u1ea1ch v\u00e0 quy\u1ec1n ri\u00eang t\u01b0 t\u1eeb ng\u01b0\u1eddi d\u00f9ng.<\/span><\/li>\n<\/ul>\n<\/td>\n<\/tr>\n<tr>\n<td>\n<p style=\"text-align: left;\"><span style=\"font-weight: 400;\">Gi\u00e1 tr\u1ecb s\u1eed d\u1ee5ng<\/span><\/p>\n<\/td>\n<td style=\"text-align: left;\">\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Thi\u1ebfu am hi\u1ec3u v\u00e0 \u0111\u00e0o t\u1ea1o b\u00e0i b\u1ea3n v\u1ec1 AI, d\u1eabn \u0111\u1ebfn \u0111\u1ea7u t\u01b0 h\u1eddi h\u1ee3t, kh\u00f4ng c\u00f3 gi\u00e1 tr\u1ecb.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Nguy c\u01a1 d\u1eef li\u1ec7u b\u1ecb h\u1ecfng, th\u1ed1ng k\u00ea kh\u00f4ng h\u1ee3p l\u1ec7 ho\u1eb7c d\u00f9ng m\u00f4 h\u00ecnh kh\u00f4ng ch\u00ednh x\u00e1c.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Thi\u1ebfu c\u00f4ng c\u1ee5 \u0111\u00e1nh gi\u00e1 an to\u00e0n v\u00e0 hi\u1ec7u su\u1ea5t c\u1ee7a c\u00f4ng ngh\u1ec7.<\/span><\/li>\n<\/ul>\n<\/td>\n<\/tr>\n<tr>\n<td style=\"text-align: left;\"><span style=\"font-weight: 400;\">T\u1ed1c \u0111\u1ed9 tri\u1ec3n khai<\/span><\/td>\n<td>\n<ul>\n<li style=\"font-weight: 400; text-align: left;\" aria-level=\"1\"><span style=\"font-weight: 400;\">S\u1ed1 l\u01b0\u1ee3ng m\u00f4 h\u00ecnh t\u0103ng nhanh ch\u00f3ng v\u1edbi s\u1ef1 h\u1ee3p t\u00e1c c\u1ee7a nhi\u1ec1u b\u00ean li\u00ean quan c\u00f9ng quy tr\u00ecnh ph\u1ee9c t\u1ea1p.<\/span><\/li>\n<li style=\"font-weight: 400; text-align: left;\" aria-level=\"1\"><span style=\"font-weight: 400;\">S\u1ef1 t\u0103ng l\u00ean ch\u00f3ng m\u1eb7t v\u1ec1 d\u1eef li\u1ec7u, l\u01b0u tr\u1eef v\u00e0 \u0111i\u1ec7n to\u00e1n.<\/span><\/li>\n<li style=\"font-weight: 400; text-align: left;\" aria-level=\"1\"><span style=\"font-weight: 400;\">S\u1ef1 thi\u1ebfu h\u1ee5t nh\u00e2n t\u00e0i AI\/ Machine Learning l\u00e0m ch\u1eadm qu\u00e1 tr\u00ecnh tri\u1ec3n khai AI.<\/span><\/li>\n<\/ul>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h2><span class=\"ez-toc-section\" id=\"Xay_dung_chien_luoc_AI_trong_doanh_nghiep_the_nao\"><\/span><b>X\u00e2y d\u1ef1ng chi\u1ebfn l\u01b0\u1ee3c AI trong doanh nghi\u1ec7p th\u1ebf n\u00e0o?<\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span style=\"font-weight: 400;\">Khi \u0111\u00e3 n\u1eafm \u0111\u01b0\u1ee3c t\u1ed5ng quan v\u1ec1 l\u1ee3i \u00edch, r\u1ee7i ro c\u1ee7a vi\u1ec7c \u1ee9ng d\u1ee5ng c\u00f4ng ngh\u1ec7 AI, c\u00e1c l\u00e3nh \u0111\u1ea1o doanh nghi\u1ec7p c\u00f3 th\u1ec3 l\u00e0m g\u00ec?<\/span><\/p>\n<p><i><span style=\"font-weight: 400;\">T\u00e0i li\u1ec7u c\u1ee7a KPMG cung c\u1ea5p 9 b\u01b0\u1edbc v\u00e0 8 nguy\u00ean t\u1eafc c\u1ed1t l\u00f5i \u0111\u1ec3 x\u00e2y d\u1ef1ng chi\u1ebfn l\u01b0\u1ee3c AI trong doanh nghi\u1ec7p m\u1ed9t c\u00e1ch hi\u1ec7u qu\u1ea3 v\u00e0 c\u00f3 tr\u00e1ch nhi\u1ec7m:<\/span><\/i><\/p>\n<h3><b>9 b\u01b0\u1edbc \u0111\u1ec3 doanh nghi\u1ec7p b\u1eaft \u0111\u1ea7u \u1ee9ng d\u1ee5ng c\u00f4ng ngh\u1ec7 AI:<\/b><\/h3>\n<ul>\n<li aria-level=\"1\"><b>Ch\u1ee7 \u0111\u1ed9ng t\u00ecm hi\u1ec3u:<\/b><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">Ch\u1ee7 \u0111\u1ed9ng theo d\u00f5i v\u00e0 ti\u1ebfp c\u1eadn s\u1edbm v\u1edbi c\u00f4ng ngh\u1ec7 AI s\u1ebd gi\u00fap ph\u00e1t hi\u1ec7n nh\u1eefng kho\u1ea3ng tr\u1ed1ng v\u1ec1 ngu\u1ed3n l\u1ef1c, c\u00e1c ch\u1ec9 s\u1ed1 r\u1ee7i ro \u0111\u1ec3 c\u00f3 b\u01b0\u1edbc \u0111\u1ea7u t\u01b0 \u0111\u00fang v\u00e0o con ng\u01b0\u1eddi, c\u00f4ng ngh\u1ec7 v\u00e0 thay \u0111\u1ed5i quy tr\u00ecnh.\u00a0<\/span><b><\/b><\/p>\n<ul>\n<li aria-level=\"1\"><b>Th\u00edch \u1ee9ng:\u00a0<\/b><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">Doanh nghi\u1ec7p c\u1ea7n nhanh ch\u00f3ng \u0111\u00e1nh gi\u00e1, th\u00edch \u1ee9ng ho\u1eb7c \u0111i\u1ec1u ch\u1ec9nh chi\u1ebfn l\u01b0\u1ee3c \u0111\u1ec3 khai th\u00e1c ti\u1ec1m n\u0103ng to l\u1edbn c\u1ee7a c\u00f4ng ngh\u1ec7 AI. T\u1ed1t nh\u1ea5t l\u00e0 c\u00f3 m\u1ed9t l\u00e3nh \u0111\u1ea1o ch\u1ecbu tr\u00e1ch nhi\u1ec7m ph\u1ed1i h\u1ee3p to\u00e0n doanh nghi\u1ec7p, t\u00ecm ki\u1ebfm gi\u1ea3i ph\u00e1p, h\u1ecdc t\u1eeb c\u00e1c th\u1eed nghi\u1ec7m ban \u0111\u1ea7u v\u00e0 \u0111i\u1ec1u ch\u1ec9nh \u01b0u ti\u00ean \u0111\u1ea7u t\u01b0, tr\u01b0\u1edbc khi thay \u0111\u1ed5i r\u1ed9ng r\u00e3i to\u00e0n b\u1ed9 quy tr\u00ecnh.<\/span><b><\/b><\/p>\n<ul>\n<li aria-level=\"1\"><b>X\u00e1c \u0111\u1ecbnh tr\u1ecdng t\u00e2m:<\/b><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">Vi\u1ec7c x\u00e1c \u0111\u1ecbnh \u201cnorth star\u201d &#8211; hay t\u1ea7m nh\u00ecn tr\u1ecdng t\u00e2m s\u1ebd gi\u00fap doanh nghi\u1ec7p khai th\u00e1c c\u00e1c kh\u1ea3 n\u0103ng \u0111\u1eaft gi\u00e1 c\u1ee7a c\u00f4ng ngh\u1ec7 AI \u0111\u1ec3 gi\u1ea3i quy\u1ebft c\u00e1c v\u1ea5n \u0111\u1ec1 chuy\u00ean bi\u1ec7t c\u1ee7a m\u00ecnh.\u00a0<\/span><b><\/b><\/p>\n<ul>\n<li aria-level=\"1\"><b>Ki\u1ec3m so\u00e1t r\u1ee7i ro:<\/b><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">Doanh nghi\u1ec7p c\u1ea7n quan t\u00e2m nhi\u1ec1u \u0111\u1ebfn \u201cki\u1ec3m so\u00e1t r\u1ee7i ro\u201d h\u01a1n l\u00e0 \u201ckhai th\u00e1c ti\u1ec1m n\u0103ng\u201d. T\u1eeb nh\u1eefng c\u00e2n nh\u1eafc v\u1ec1 t\u00e0i ch\u00ednh, danh ti\u1ebfng \u0111\u1ebfn tr\u00e1ch nhi\u1ec7m \u0111\u1ea1o \u0111\u1ee9c, doanh nghi\u1ec7p c\u00f3 th\u1ec3 thi\u1ebft l\u1eadp c\u00e1c quy \u0111\u1ecbnh qu\u1ea3n tr\u1ecb r\u00f5 r\u00e0ng, nh\u1eb1m h\u1ea1n ch\u1ebf r\u1ee7i ro, duy tr\u00ec ni\u1ec1m tin v\u00e0 tr\u00e1nh h\u1eadu qu\u1ea3 ti\u00eau c\u1ef1c t\u1eeb vi\u1ec7c \u1ee9ng d\u1ee5ng c\u00f4ng ngh\u1ec7 AI.<\/span><b><\/b><\/p>\n<ul>\n<li aria-level=\"1\"><b>Gi\u1ea3i \u0111\u00e1p c\u00e1c c\u00e2u h\u1ecfi quan tr\u1ecdng c\u1ee7a nh\u00e2n vi\u00ean:<\/b><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">\u0110\u1ec3 gi\u1ea3m thi\u1ec3u s\u1ef1 b\u1ea5t an c\u1ee7a nh\u00e2n vi\u00ean tr\u01b0\u1edbc nh\u1eefng thay \u0111\u1ed5i l\u1edbn, doanh nghi\u1ec7p c\u1ea7n truy\u1ec1n th\u00f4ng t\u1ed1t v\u1ec1 t\u00ecnh h\u00ecnh chuy\u1ec3n vi\u1ec7c, t\u00e1i c\u1ea5u tr\u00fac quy tr\u00ecnh v\u00e0 c\u00e1c \u0111\u1ed9ng th\u00e1i m\u1edbi. Doanh nghi\u1ec7p c\u0169ng c\u1ea7n \u0111\u1ecbnh v\u1ecb: AI l\u00e0 m\u1ed9t c\u00f4ng c\u1ee5 \u0111\u1ec3 m\u1edf r\u1ed9ng kh\u1ea3 n\u0103ng c\u1ee7a con ng\u01b0\u1eddi, ch\u1ee9 kh\u00f4ng ph\u1ea3i thay th\u1ebf h\u1ecd.<\/span><b><\/b><\/p>\n<ul>\n<li aria-level=\"1\"><b>N\u00e2ng cao hi\u1ec3u bi\u1ebft v\u1ec1 AI:<\/b><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">Doanh nghi\u1ec7p c\u1ea7n \u0111\u1ea7u t\u01b0 t\u1ee9c th\u1eddi \u0111\u1ec3 n\u00e2ng cao hi\u1ec3u bi\u1ebft, lo\u1ea1i b\u1ecf c\u00e1c th\u00f4ng tin, t\u01b0 duy sai l\u1ec7ch v\u1ec1 c\u00f4ng ngh\u1ec7 AI cho c\u1ea3 l\u00e3nh \u0111\u1ea1o v\u00e0 nh\u00e2n vi\u00ean, th\u00f4ng qua \u0111\u00e0o t\u1ea1o, th\u1eed nghi\u1ec7m v\u00e0 x\u00e2y d\u1ef1ng v\u0103n h\u00f3a \u1ee9ng d\u1ee5ng AI c\u00f3 tr\u00e1ch nhi\u1ec7m.<\/span><b><\/b><\/p>\n<ul>\n<li aria-level=\"1\"><b>Xem x\u00e9t \u01b0u ti\u00ean \u0111\u1ea7u t\u01b0, s\u00e1p nh\u1eadp v\u00e0 li\u00ean minh:<\/b><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">Doanh nghi\u1ec7p c\u1ea7n nh\u1eadn th\u1ee9c v\u1ec1 t\u00e1c \u0111\u1ed9ng t\u00e0i ch\u00ednh c\u1ee7a c\u00f4ng ngh\u1ec7 AI, v\u00ec n\u00f3 c\u00f3 th\u1ec3 x\u1ea3y ra tr\u01b0\u1edbc nh\u1eefng l\u1ee3i \u00edch li\u00ean quan \u0111\u1ebfn hi\u1ec7u qu\u1ea3 ho\u1ea1t \u0111\u1ed9ng trong t\u01b0\u01a1ng lai. Do \u0111\u00f3, doanh nghi\u1ec7p c\u1ea7n xem x\u00e9t c\u01a1 h\u1ed9i \u0111\u1ea7u t\u01b0, s\u00e1p nh\u1eadp v\u00e0 h\u1ee3p t\u00e1c, thi\u1ebft l\u1eadp li\u00ean minh m\u1edbi ho\u1eb7c thay \u0111\u1ed5i li\u00ean minh hi\u1ec7n t\u1ea1i \u0111\u1ec3 t\u1eadn d\u1ee5ng c\u01a1 h\u1ed9i, v\u00e0 \u0111\u1ed1i ph\u00f3 v\u1edbi b\u1ed1i c\u1ea3nh c\u1ea1nh tranh \u0111ang thay \u0111\u1ed5i.<\/span><b><\/b><\/p>\n<ul>\n<li aria-level=\"1\"><b>\u00c1p d\u1ee5ng m\u1ed9t c\u00e1ch h\u1ec7 th\u1ed1ng:\u00a0<\/b><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">Kh\u00e1c v\u1edbi c\u00e1c c\u00f4ng ngh\u1ec7 m\u1edbi kh\u00e1c, AI c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c \u00e1p d\u1ee5ng m\u1ed9t c\u00e1ch c\u00f3 h\u1ec7 th\u1ed1ng cho to\u00e0n b\u1ed9 nh\u00e2n vi\u00ean. \u0110i\u1ec1u n\u00e0y c\u0169ng s\u1ebd cung c\u1ea5p c\u00e1c d\u1eef li\u1ec7u h\u1eefu \u00edch cho doanh nghi\u1ec7p nh\u01b0:<\/span><\/p>\n<p><span style=\"font-weight: 400;\">&#8211; Gi\u00fap x\u00e1c \u0111\u1ecbnh \u0111\u01b0\u1ee3c c\u00e1c use-case (tr\u01b0\u1eddng h\u1ee3p s\u1eed d\u1ee5ng)<\/span><\/p>\n<p><span style=\"font-weight: 400;\">&#8211; \u0110i\u1ec1u ch\u1ec9nh c\u00e1ch \u1ee9ng d\u1ee5ng c\u00f4ng ngh\u1ec7 AI<\/span><\/p>\n<p><span style=\"font-weight: 400;\">&#8211; T\u00edch h\u1ee3p c\u00f4ng ngh\u1ec7 AI v\u00e0o v\u00f2ng ho\u1ea1ch \u0111\u1ecbnh chi\u1ebfn l\u01b0\u1ee3c<\/span><\/p>\n<p><span style=\"font-weight: 400;\">&#8211; \u0110\u00e0o t\u1ea1o nh\u00e2n vi\u00ean v\u00e0 x\u00e1c \u0111\u1ecbnh l\u1ea1i vai tr\u00f2 c\u1ee7a c\u00e1c b\u1ed9 ph\u1eadn<\/span><\/p>\n<p><span style=\"font-weight: 400;\">&#8211; Thay \u0111\u1ed5i m\u00f4 h\u00ecnh kinh doanh.<\/span><b><\/b><\/p>\n<ul>\n<li aria-level=\"1\"><b>D\u0169ng c\u1ea3m \u0111\u1ed1i m\u1eb7t v\u1edbi thay \u0111\u1ed5i:\u00a0<\/b><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">AI kh\u00f4ng ch\u1ec9 l\u00e0 m\u1ed9t c\u00f4ng ngh\u1ec7 m\u1edbi, n\u00f3 \u0111ang thay \u0111\u1ed5i c\u00e1ch m\u1ecdi th\u1ee9 v\u1eadn h\u00e0nh theo h\u01b0\u1edbng ch\u01b0a t\u1eebng c\u00f3. Do \u0111\u00f3, \u0111\u1ec3 tri\u1ec3n khai c\u00f4ng ngh\u1ec7 AI hi\u1ec7u qu\u1ea3, l\u00e3nh \u0111\u1ea1o doanh nghi\u1ec7p c\u1ea7n l\u00e0m m\u1edbi t\u01b0 duy trong m\u1ecdi kh\u00eda c\u1ea1nh, can \u0111\u1ea3m \u0111\u01b0a ra nh\u1eefng quy\u1ebft \u0111\u1ecbnh r\u00f5 r\u00e0ng, ngay c\u1ea3 khi kh\u00f4ng ch\u1eafc ch\u1eafn v\u1ec1 k\u1ebft qu\u1ea3.<\/span><\/p>\n<h3><b>8 nguy\u00ean t\u1eafc c\u1ed1t l\u00f5i \u0111\u1ec3 \u1ee9ng d\u1ee5ng AI c\u00f3 tr\u00e1ch nhi\u1ec7m:<\/b><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0110\u1ea3m b\u1ea3o m\u00f4 h\u00ecnh kh\u00f4ng thi\u00ean v\u1ecb v\u00e0 duy tr\u00ec t\u00ednh c\u00f4ng b\u1eb1ng.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0110\u1ea3m b\u1ea3o s\u1ef1 hi\u1ec3u bi\u1ebft v\u00e0 t\u00e0i li\u1ec7u h\u00f3a c\u00e1c thu\u1eadt to\u00e1n AI.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0110\u1ea3m b\u1ea3o t\u00ednh s\u1edf h\u1eefu v\u00e0 tr\u00e1ch nhi\u1ec7m tr\u00ean to\u00e0n quy tr\u00ecnh v\u00f2ng \u0111\u1eddi AI\/ML.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">B\u1ea3o v\u1ec7 kh\u1ecfi truy c\u1eadp tr\u00e1i ph\u00e9p, tham nh\u0169ng v\u00e0 c\u00e1c cu\u1ed9c t\u1ea5n c\u00f4ng.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Tu\u00e2n th\u1ee7 c\u00e1c quy \u0111\u1ecbnh v\u1ec1 quy\u1ec1n ri\u00eang t\u01b0 d\u1eef li\u1ec7u v\u00e0 th\u00f4ng tin c\u1ee7a ng\u01b0\u1eddi ti\u00eau d\u00f9ng.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Tr\u00e1nh \u1ea3nh h\u01b0\u1edfng ti\u00eau c\u1ef1c \u0111\u1ebfn con ng\u01b0\u1eddi, t\u00e0i s\u1ea3n v\u00e0 m\u00f4i tr\u01b0\u1eddng.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">T\u1ea1o ni\u1ec1m tin v\u00e0o ch\u1ea5t l\u01b0\u1ee3ng, qu\u1ea3n tr\u1ecb v\u00e0 b\u1ed5 sung d\u1eef li\u1ec7u.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0110\u1ea3m b\u1ea3o hi\u1ec7u su\u1ea5t c\u1ee7a h\u1ec7 th\u1ed1ng AI c\u00f3 s\u1ef1 ch\u00ednh x\u00e1c v\u00e0 nh\u1ea5t qu\u00e1n mong mu\u1ed1n.<\/span><\/li>\n<\/ul>\n<h2><span class=\"ez-toc-section\" id=\"Chien_luoc_AI_doi_voi_doanh_nghiep_Viet_Nam\"><\/span><b>Chi\u1ebfn l\u01b0\u1ee3c AI \u0111\u1ed1i v\u1edbi doanh nghi\u1ec7p Vi\u1ec7t Nam<\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span style=\"font-weight: 400;\">Theo chia s\u1ebb c\u1ee7a TS. Nguy\u1ec5n Xu\u00e2n Ho\u00e0i &#8211; Vi\u1ec7n tr\u01b0\u1edfng Vi\u1ec7n Tr\u00ed Tu\u1ec7 Nh\u00e2n T\u1ea1o Vi\u1ec7t Nam v\u1edbi <\/span><a href=\"https:\/\/vtc.vn\/chuyen-gia-ai-viet-nam-qua-som-de-noi-chatgpt-khien-nhieu-nghe-nghiep-bien-mat-ar739602.html\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">VTC<\/span><\/a><span style=\"font-weight: 400;\">, ngo\u00e0i c\u00e1c th\u00e1ch th\u1ee9c chung, c\u00e1c doanh nghi\u1ec7p Vi\u1ec7t Nam c\u00f2n g\u1eb7p c\u00e1c r\u00e0o c\u1ea3n v\u1ec1: chi ph\u00ed, d\u1eef li\u1ec7u, kinh doanh, th\u1ecb tr\u01b0\u1eddng\u2026 do \u0111\u00f3 kh\u00f3 c\u1ea1nh tranh v\u1edbi c\u00e1c big tech th\u1ebf gi\u1edbi trong vi\u1ec7c t\u1ef1 t\u1ea1o ra c\u00e1c m\u00f4 h\u00ecnh Generative AI.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Do \u0111\u00f3, \u00f4ng ch\u1ec9 ra 2 h\u01b0\u1edbng ti\u1ebfp c\u1eadn c\u00f4ng ngh\u1ec7 AI cho c\u00e1c doanh nghi\u1ec7p Vi\u1ec7t Nam:<\/span><b><\/b><\/p>\n<ul>\n<li aria-level=\"1\"><b>Chi\u1ebfn l\u01b0\u1ee3c \u201c\u0111\u1ee9ng tr\u00ean vai nh\u1eefng ng\u01b0\u1eddi kh\u1ed5ng l\u1ed3\u201d:<\/b><span style=\"font-weight: 400;\"> Ngh\u0129a l\u00e0 t\u1eadn d\u1ee5ng c\u00e1c m\u00f4 h\u00ecnh AI c\u1ee7a th\u1ebf gi\u1edbi, t\u1eeb \u0111\u00f3 tinh ch\u1ec9nh v\u00e0 x\u00e2y d\u1ef1ng c\u00e1c \u1ee9ng d\u1ee5ng \u0111\u1eb7c th\u00f9.<\/span><\/li>\n<li aria-level=\"1\"><b>Chi\u1ebfn l\u01b0\u1ee3c \u201cth\u1ecb tr\u01b0\u1eddng ng\u00e1ch\u201d: <\/b><span style=\"font-weight: 400;\">T\u00ecm h\u01b0\u1edbng \u0111i chuy\u00ean v\u1ec1 m\u1ed9t l\u0129nh v\u1ef1c n\u00e0o \u0111\u00f3 \u0111\u1ec3 t\u1eadn d\u1ee5ng l\u1ee3i th\u1ebf \u0111\u1ecba ph\u01b0\u01a1ng v\u1ec1 d\u1eef li\u1ec7u, kh\u00e1ch h\u00e0ng, ki\u1ebfn th\u1ee9c chuy\u00ean gia, th\u1ecb tr\u01b0\u1eddng\u2026<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">Chia s\u1ebb tr\u00ean <\/span><a href=\"https:\/\/vneconomy.vn\/cuoc-dua-ai-nguoi-chien-thang-co-the-lam-tat-an-ca-huong-di-nao-cho-doanh-nghiep-viet-nam.htm\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">VnEconomy<\/span><\/a><span style=\"font-weight: 400;\">, CEO C\u1ed1c C\u1ed1c Nguy\u1ec5n V\u0169 Anh c\u0169ng \u1ee7ng h\u1ed9 chi\u1ebfn l\u01b0\u1ee3c \u201c\u0111i t\u1eeb ph\u00eda ng\u01b0\u1eddi d\u00f9ng\u201d \u0111\u1ec3 c\u00f3 th\u1ec3 c\u1ea1nh tranh trong \u201ccu\u1ed9c \u0111ua AI\u201d to\u00e0n c\u1ea7u:<\/span><\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-38323\" src=\"https:\/\/itviec.com\/blog\/wp-content\/uploads\/2023\/07\/AI-business-8-vippro.png\" alt=\"ung-dung-cong-nghe-AI-8\" width=\"1332\" height=\"686\" srcset=\"https:\/\/itviec.com\/blog\/wp-content\/uploads\/2023\/07\/AI-business-8-vippro.png 1332w, https:\/\/itviec.com\/blog\/wp-content\/uploads\/2023\/07\/AI-business-8-vippro-300x155.png 300w, https:\/\/itviec.com\/blog\/wp-content\/uploads\/2023\/07\/AI-business-8-vippro-640x330.png 640w, https:\/\/itviec.com\/blog\/wp-content\/uploads\/2023\/07\/AI-business-8-vippro-200x103.png 200w, https:\/\/itviec.com\/blog\/wp-content\/uploads\/2023\/07\/AI-business-8-vippro-768x396.png 768w, https:\/\/itviec.com\/blog\/wp-content\/uploads\/2023\/07\/AI-business-8-vippro-100x52.png 100w, https:\/\/itviec.com\/blog\/wp-content\/uploads\/2023\/07\/AI-business-8-vippro-700x361.png 700w\" sizes=\"auto, (max-width: 1332px) 100vw, 1332px\" \/><\/p>\n<h2><span class=\"ez-toc-section\" id=\"Chuyen_gia_IT_Viet_Nam_phan_ung_gi_ve_viec_ung_dung_cong_nghe_AI\"><\/span><b>Chuy\u00ean gia IT Vi\u1ec7t Nam ph\u1ea3n \u1ee9ng g\u00ec v\u1ec1 vi\u1ec7c \u1ee9ng d\u1ee5ng c\u00f4ng ngh\u1ec7 AI?<\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span style=\"font-weight: 400;\">Vi\u1ec7c \u1ee9ng d\u1ee5ng c\u00f4ng ngh\u1ec7 AI trong doanh nghi\u1ec7p c\u00f3 th\u1ec3 t\u1ea1o n\u00ean s\u1ef1 thay \u0111\u1ed5i l\u1edbn \u0111\u1ebfn c\u1ea5u tr\u00fac v\u00e0 c\u00e1ch l\u00e0m vi\u1ec7c c\u1ee7a \u0111\u1ed9i nh\u00f3m IT.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Do \u0111\u00f3, t\u00ecm hi\u1ec3u \u00fd ki\u1ebfn v\u00e0 mong \u0111\u1ee3i c\u1ee7a chuy\u00ean gia IT c\u0169ng l\u00e0 b\u01b0\u1edbc quan tr\u1ecdng gi\u00fap c\u00e1c doanh nghi\u1ec7p x\u00e2y d\u1ef1ng chi\u1ebfn l\u01b0\u1ee3c \u1ee9ng d\u1ee5ng AI b\u1ec1n v\u1eefng v\u00e0 hi\u1ec7u qu\u1ea3.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">ITviec \u0111\u00e3 th\u1ef1c hi\u1ec7n kh\u1ea3o s\u00e1t <\/span><b>\u201cQuan \u0111i\u1ec3m v\u1ec1 Generative AI 2023\u201d<\/b><span style=\"font-weight: 400;\"> \u0111\u1ed1i v\u1edbi 144 chuy\u00ean gia IT (72,1% l\u00e0 chuy\u00ean gia c\u00f3 tr\u00ean 6 n\u0103m kinh nghi\u1ec7m). D\u01b0\u1edbi \u0111\u00e2y l\u00e0 m\u1ed9t s\u1ed1 k\u1ebft lu\u1eadn \u0111\u00e1ng gi\u00e1:<\/span><\/p>\n<ol>\n<li><b> \u1ee8ng d\u1ee5ng ph\u1ed5 bi\u1ebfn nh\u1ea5t c\u1ee7a Generative AI <\/b><span style=\"font-weight: 400;\">\u0111\u1ed1i v\u1edbi chuy\u00ean gia IT l\u00e0 \u201c\u0110\u1ec1 xu\u1ea5t l\u00e0 ho\u00e0n thi\u1ec7n code\u201d. Ngo\u00e0i ra, chuy\u00ean gia IT c\u0169ng s\u1eed d\u1ee5ng AI trong nhi\u1ec1u t\u00e1c v\u1ee5 h\u1eb1ng ng\u00e0y kh\u00e1c nh\u01b0 b\u1ea3ng b\u00ean d\u01b0\u1edbi.<\/span><\/li>\n<\/ol>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-38653\" src=\"https:\/\/itviec.com\/blog\/wp-content\/uploads\/2023\/07\/cong-nghe-generative-AI-04-vippro.png\" alt=\"cong-nghe-generative-AI-04-vippro\" width=\"3355\" height=\"2048\" srcset=\"https:\/\/itviec.com\/blog\/wp-content\/uploads\/2023\/07\/cong-nghe-generative-AI-04-vippro.png 3355w, https:\/\/itviec.com\/blog\/wp-content\/uploads\/2023\/07\/cong-nghe-generative-AI-04-vippro-300x183.png 300w, https:\/\/itviec.com\/blog\/wp-content\/uploads\/2023\/07\/cong-nghe-generative-AI-04-vippro-640x391.png 640w, https:\/\/itviec.com\/blog\/wp-content\/uploads\/2023\/07\/cong-nghe-generative-AI-04-vippro-200x122.png 200w, https:\/\/itviec.com\/blog\/wp-content\/uploads\/2023\/07\/cong-nghe-generative-AI-04-vippro-768x469.png 768w, https:\/\/itviec.com\/blog\/wp-content\/uploads\/2023\/07\/cong-nghe-generative-AI-04-vippro-1536x938.png 1536w, https:\/\/itviec.com\/blog\/wp-content\/uploads\/2023\/07\/cong-nghe-generative-AI-04-vippro-2048x1250.png 2048w, https:\/\/itviec.com\/blog\/wp-content\/uploads\/2023\/07\/cong-nghe-generative-AI-04-vippro-100x61.png 100w, https:\/\/itviec.com\/blog\/wp-content\/uploads\/2023\/07\/cong-nghe-generative-AI-04-vippro-700x427.png 700w, https:\/\/itviec.com\/blog\/wp-content\/uploads\/2023\/07\/cong-nghe-generative-AI-04-vippro-1600x977.png 1600w\" sizes=\"auto, (max-width: 3355px) 100vw, 3355px\" \/><\/p>\n<p style=\"text-align: center;\"><i><span style=\"font-weight: 400;\">Nh\u1eefng \u1ee9ng d\u1ee5ng AI \u0111\u01b0\u1ee3c chuy\u00ean gia IT s\u1eed d\u1ee5ng ph\u1ed5 bi\u1ebfn nh\u1ea5t. Ngu\u1ed3n: ITviec<\/span><\/i><\/p>\n<blockquote><p><strong><em>\u0110\u1ecdc th\u00eam: <a href=\"https:\/\/itviec.com\/blog\/cach-dung-chatgpt-cho-developer\/\" target=\"_blank\" rel=\"noopener\">5 c\u00e1ch d\u00f9ng ChatGPT \u0111\u1ec3 Developer vi\u1ebft code nhanh v\u00e0 ch\u1ea5t h\u01a1n<\/a><\/em><\/strong><\/p><\/blockquote>\n<ol start=\"2\">\n<li><b> Quan \u0111i\u1ec3m c\u1ee7a chuy\u00ean gia IT v\u1ec1 Generative AI:<\/b><\/li>\n<\/ol>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">70,1% chuy\u00ean gia IT \u0111\u1ed3ng t\u00ecnh r\u1eb1ng c\u00f4ng c\u1ee5\/ c\u00f4ng ngh\u1ec7 Generative AI gi\u00fap h\u1ecd c\u1ea3i thi\u1ec7n s\u1ef1 s\u00e1ng t\u1ea1o, n\u00e2ng cao n\u0103ng su\u1ea5t v\u00e0 hi\u1ec7u qu\u1ea3 c\u00f4ng vi\u1ec7c.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">65,2% chuy\u00ean gia IT \u0111\u1ed3ng t\u00ecnh v\u1edbi vi\u1ec7c c\u00f4ng ty h\u1ecd b\u1eaft \u0111\u1ea7u\/m\u1edf r\u1ed9ng \u1ee9ng d\u1ee5ng c\u00f4ng ngh\u1ec7 Generative AI v\u00e0o m\u00f4i tr\u01b0\u1eddng l\u00e0m vi\u1ec7c.<\/span><\/li>\n<\/ul>\n<ol start=\"3\">\n<li><b> K\u1ebf ho\u1ea1ch c\u1ee7a chuy\u00ean gia IT \u0111\u1ec3 n\u00e2ng c\u1ea5p ki\u1ebfn th\u1ee9c v\u00e0 k\u1ef9 n\u0103ng li\u00ean quan \u0111\u1ebfn Generative AI:<\/b><\/li>\n<\/ol>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Ph\u01b0\u01a1ng ph\u00e1p \u0111\u01b0\u1ee3c s\u1ed1 \u0111\u00f4ng chuy\u00ean gia IT ch\u1ecdn l\u00e0 \u201cnghi\u00ean c\u1ee9u v\u00e0 s\u1eed d\u1ee5ng th\u1ef1c t\u1ebf c\u00e1c c\u00f4ng c\u1ee5\/ \u1ee9ng d\u1ee5ng Generative AI \u0111\u1ec3 hi\u1ec3u s\u00e2u v\u1ec1 c\u00e1ch ho\u1ea1t \u0111\u1ed9ng c\u1ee7a ch\u00fang\u201d.\u00a0<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Ngo\u00e0i ra, c\u00e1c chuy\u00ean gia IT c\u0169ng mong \u0111\u1ee3i v\u00e0o c\u00e1c k\u1ebf ho\u1ea1ch \u0111\u00e0o t\u1ea1o c\u1ee7a c\u00f4ng ty.<\/span><\/li>\n<\/ul>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-38655\" src=\"https:\/\/itviec.com\/blog\/wp-content\/uploads\/2023\/07\/cong-nghe-generative-AI-06-vippro.png\" alt=\"cong-nghe-generative-AI-06-vippro\" width=\"3377\" height=\"2039\" srcset=\"https:\/\/itviec.com\/blog\/wp-content\/uploads\/2023\/07\/cong-nghe-generative-AI-06-vippro.png 3377w, https:\/\/itviec.com\/blog\/wp-content\/uploads\/2023\/07\/cong-nghe-generative-AI-06-vippro-300x181.png 300w, https:\/\/itviec.com\/blog\/wp-content\/uploads\/2023\/07\/cong-nghe-generative-AI-06-vippro-640x386.png 640w, https:\/\/itviec.com\/blog\/wp-content\/uploads\/2023\/07\/cong-nghe-generative-AI-06-vippro-200x121.png 200w, https:\/\/itviec.com\/blog\/wp-content\/uploads\/2023\/07\/cong-nghe-generative-AI-06-vippro-768x464.png 768w, https:\/\/itviec.com\/blog\/wp-content\/uploads\/2023\/07\/cong-nghe-generative-AI-06-vippro-1536x927.png 1536w, https:\/\/itviec.com\/blog\/wp-content\/uploads\/2023\/07\/cong-nghe-generative-AI-06-vippro-2048x1237.png 2048w, https:\/\/itviec.com\/blog\/wp-content\/uploads\/2023\/07\/cong-nghe-generative-AI-06-vippro-100x60.png 100w, https:\/\/itviec.com\/blog\/wp-content\/uploads\/2023\/07\/cong-nghe-generative-AI-06-vippro-700x423.png 700w, https:\/\/itviec.com\/blog\/wp-content\/uploads\/2023\/07\/cong-nghe-generative-AI-06-vippro-1600x966.png 1600w\" sizes=\"auto, (max-width: 3377px) 100vw, 3377px\" \/><\/p>\n<p style=\"text-align: center;\"><i><span style=\"font-weight: 400;\">K\u1ebf ho\u1ea1ch c\u1ee7a chuy\u00ean gia IT \u0111\u1ec3 n\u00e2ng c\u1ea5p ki\u1ebfn th\u1ee9c v\u00e0 k\u1ef9 n\u0103ng v\u1ec1 Generative AI. Ngu\u1ed3n: ITviec<\/span><\/i><\/p>\n<h2><span class=\"ez-toc-section\" id=\"Cong_nghe_AI_anh_huong_gi_den_co_hoi_viec_lam\"><\/span><b>C\u00f4ng ngh\u1ec7 AI \u1ea3nh h\u01b0\u1edfng g\u00ec \u0111\u1ebfn c\u01a1 h\u1ed9i vi\u1ec7c l\u00e0m?<\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span style=\"font-weight: 400;\">B\u00e1o c\u00e1o v\u1ec1 <\/span><a href=\"https:\/\/news.microsoft.com\/vi-vn\/2023\/05\/16\/microsoft-cong-bo-nghien-cuu-moi-ve-tac-dong-cua-ai-den-cach-lam-viec-tai-viet-nam\/\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">Ch\u1ec9 s\u1ed1 Xu h\u01b0\u1edbng c\u00f4ng vi\u1ec7c 2023<\/span><\/a><span style=\"font-weight: 400;\"> c\u1ee7a Microsoft cho th\u1ea5y, c\u00f3 t\u1edbi <\/span><span style=\"font-weight: 400;\">90% ng\u01b0\u1eddi lao \u0111\u1ed9ng Vi\u1ec7t Nam mong mu\u1ed1n giao b\u1edbt vi\u1ec7c cho Al, t\u1eeb \u0111\u00f3 gi\u1ea3m b\u1edbt kh\u1ed1i l\u01b0\u1ee3ng c\u00f4ng vi\u1ec7c c\u1ee7a h\u1ecd (t\u1ef7 l\u1ec7 n\u00e0y tr\u00ean th\u1ebf gi\u1edbi 70%).<\/span><\/p>\n<p><span style=\"font-weight: 400;\">C\u0169ng theo B\u00e1o c\u00e1o <\/span><a href=\"https:\/\/www3.weforum.org\/docs\/WEF_Future_of_Jobs_2023.pdf\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">Future of Jobs Report 2023<\/span><\/a><span style=\"font-weight: 400;\"> c\u1ee7a World Economic Forum: Ch\u1ec9 25% s\u1ed1 ng\u01b0\u1eddi \u0111\u01b0\u1ee3c h\u1ecfi cho r\u1eb1ng c\u00f4ng ngh\u1ec7 AI s\u1ebd thay th\u1ebf nhi\u1ec1u c\u00f4ng vi\u1ec7c trong giai \u0111o\u1ea1n 2023 &#8211; 2027, nh\u01b0ng c\u00f3 \u0111\u1ebfn 50% l\u1ea1i mong \u0111\u1ee3i AI s\u1ebd t\u1ea1o th\u00eam c\u00e1c vi\u1ec7c l\u00e0m m\u1edbi.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u1ede g\u00f3c \u0111\u1ed9 doanh nghi\u1ec7p, c\u0169ng theo b\u00e1o c\u00e1o c\u1ee7a Microsoft, t\u1ef7 l\u1ec7 c\u00e1c l\u00e3nh \u0111\u1ea1o doanh nghi\u1ec7p Vi\u1ec7t Nam quan t\u00e2m \u0111\u1ebfn vi\u1ec7c d\u00f9ng AI \u0111\u1ec3 t\u0103ng n\u0103ng su\u1ea5t l\u00e0m vi\u1ec7c (35%) cao h\u01a1n g\u1ea5p 2 l\u1ea7n so v\u1edbi suy ngh\u0129 thay th\u1ebf nh\u00e2n vi\u00ean b\u1eb1ng AI <\/span><span style=\"font-weight: 400;\">(16%).<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Do \u0111\u00f3, c\u00f2n qu\u00e1 s\u1edbm \u0111\u1ec3 kh\u1eb3ng \u0111\u1ecbnh AI c\u00f3 \u1ea3nh h\u01b0\u1edfng t\u00edch c\u1ef1c hay ti\u00eau c\u1ef1c \u0111\u1ebfn c\u01a1 h\u1ed9i vi\u1ec7c l\u00e0m \u1edf c\u00e1c ng\u00e0nh ngh\u1ec1, \u0111\u1eb7c bi\u1ec7t l\u00e0 ng\u00e0nh IT. <\/span><b><i>\u1ede th\u1eddi \u0111i\u1ec3m hi\u1ec7n t\u1ea1i, x\u00e2y d\u1ef1ng li\u00ean minh v\u1eefng ch\u1eafc gi\u1eefa AI v\u00e0 con ng\u01b0\u1eddi, t\u1eadn d\u1ee5ng t\u1ed1i \u01b0u s\u1ee9c m\u1ea1nh t\u1eeb c\u1ea3 hai ph\u00eda s\u1ebd l\u00e0 m\u1ed9t gi\u1ea3i ph\u00e1p \u0111\u00e1ng c\u00e2n nh\u1eafc cho c\u1ea3 doanh nghi\u1ec7p v\u00e0 c\u00e1 nh\u00e2n.<\/i><\/b><\/p>\n<h2><span class=\"ez-toc-section\" id=\"Ket_luan\"><\/span><b>K\u1ebft lu\u1eadn<\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span style=\"font-weight: 400;\">Ch\u00fang ta \u0111ang ti\u1ebfn \u0111\u1ebfn t\u01b0\u01a1ng lai khi AI kh\u00f4ng c\u00f2n l\u00e0 \u201ctr\u00f2 ch\u01a1i\u201d ri\u00eang c\u1ee7a c\u00e1c \u00f4ng l\u1edbn, m\u00e0 l\u00e0 m\u1ed9t d\u1ecbch v\u1ee5 m\u00e0 b\u1ea5t c\u1ee9 c\u00e1 nh\u00e2n hay doanh nghi\u1ec7p n\u00e0o c\u0169ng c\u00f3 th\u1ec3 d\u1ec5 d\u00e0ng khai th\u00e1c.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Tuy v\u1eady, h\u00f4m nay ch\u00fang ta \u0111ang b\u00e0n lu\u1eadn s\u00f4i n\u1ed5i v\u1ec1 ChatGPT, nh\u01b0ng v\u00e0i n\u0103m t\u1edbi c\u00f3 th\u1ec3 l\u00e0 nh\u1eefng \u201chi\u1ec7n t\u01b0\u1ee3ng\u201d AI kh\u00e1c. Do \u0111\u00f3, doanh nghi\u1ec7p c\u1ea7n t\u00ednh to\u00e1n r\u1ea5t k\u0129 v\u1ec1 ngu\u1ed3n l\u1ef1c v\u00e0 ti\u1ebfp c\u1eadn c\u00f4ng ngh\u1ec7 AI m\u1ed9t c\u00e1ch c\u00f3 chi\u1ebfn l\u01b0\u1ee3c.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">B\u00e0i vi\u1ebft n\u00e0y \u0111\u00e3 gi\u00fap b\u1ea1n h\u00ecnh dung t\u1ed5ng quan v\u1ec1 l\u1ee3i \u00edch, r\u1ee7i ro, c\u00e1c b\u01b0\u1edbc ti\u1ebfp c\u1eadn, c\u0169ng nh\u01b0 \u00fd ki\u1ebfn c\u1ee7a c\u00e1c doanh nghi\u1ec7p v\u00e0 chuy\u00ean gia IT v\u1ec1 vi\u1ec7c \u1ee9ng d\u1ee5ng c\u00f4ng ngh\u1ec7 AI. <\/span><b><i>Doanh nghi\u1ec7p c\u1ee7a b\u1ea1n \u0111ang \u1edf \u0111\u00e2u trong cu\u1ed9c \u0111ua n\u00e0y? \u0110\u00e2u l\u00e0 nh\u1eefng c\u01a1 h\u1ed9i v\u00e0 th\u00e1ch th\u1ee9c?<\/i><\/b><span style=\"font-weight: 400;\"> \u0110\u00f3 l\u00e0 nh\u1eefng c\u00e2u h\u1ecfi m\u00e0 b\u1ea1n c\u1ea7n xem x\u00e9t chi\u1ebfn l\u01b0\u1ee3c doanh nghi\u1ec7p \u0111\u1ec3 tr\u1ea3 l\u1eddi ti\u1ebfp.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">N\u1ebfu b\u1ea1n c\u00f3 th\u00eam nh\u1eefng \u00fd ki\u1ebfn, b\u00e0i h\u1ecdc hay kinh nghi\u1ec7m \u1ee9ng d\u1ee5ng c\u00f4ng ngh\u1ec7 AI trong doanh nghi\u1ec7p th\u00ec \u0111\u1eebng qu\u00ean chia s\u1ebb v\u1edbi ITviec nh\u00e9!<\/span><\/p>\n<div id=\"block-cb339696-5488-49d9-9a38-bede7315281f\" class=\"wp-block-image\">\n<figure class=\"aligncenter\"><img loading=\"lazy\" decoding=\"async\" class=\"sp-no-webp wp-image-5668 aligncenter sp-no-webp entered lazyloaded\" src=\"https:\/\/itviec.com\/blog\/wp-content\/uploads\/2015\/07\/Robby2.png\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" srcset=\"https:\/\/itviec.com\/blog\/wp-content\/uploads\/2015\/07\/Robby2.png 300w, https:\/\/itviec.com\/blog\/wp-content\/uploads\/2015\/07\/Robby2-200x200.png 200w, https:\/\/itviec.com\/blog\/wp-content\/uploads\/2015\/07\/Robby2-60x60.png 60w\" alt=\"robby-2\" width=\"300\" height=\"300\" data-lazy-src=\"https:\/\/itviec.com\/blog\/wp-content\/uploads\/2015\/07\/Robby2.png\" data-lazy-sizes=\"(max-width: 300px) 100vw, 300px\" data-lazy-srcset=\"https:\/\/itviec.com\/blog\/wp-content\/uploads\/2015\/07\/Robby2.png 300w, https:\/\/itviec.com\/blog\/wp-content\/uploads\/2015\/07\/Robby2-200x200.png 200w, https:\/\/itviec.com\/blog\/wp-content\/uploads\/2015\/07\/Robby2-60x60.png 60w\" data-ll-status=\"loaded\" \/><\/figure>\n<\/div>\n<p id=\"block-65912808-5c69-480f-80a8-2a00566d8ad5\" class=\"has-text-align-center\" style=\"text-align: center;\"><strong>B\u1ea1n th\u1ea5y b\u00e0i vi\u1ebft hay v\u00e0 c\u1ea7n thi\u1ebft v\u1edbi nhi\u1ec1u ng\u01b0\u1eddi? \u0110\u1eebng ng\u1ea1i chia s\u1ebb cho b\u1ea1n b\u00e8 v\u00e0 \u0111\u1ed3ng nghi\u1ec7p nh\u00e9!<\/strong><\/p>\n","protected":false},"excerpt":{"rendered":"<p>C\u00f4ng ngh\u1ec7 AI, hay tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o \u0111ang t\u1ea1o ra cu\u1ed9c ch\u01a1i m\u1edbi cho c\u00e1c doanh nghi\u1ec7p. T\u00ecm ra chi\u1ebfn l\u01b0\u1ee3c \u1ee9ng d\u1ee5ng AI hi\u1ec7u qu\u1ea3 c\u00f3 th\u1ec3 gi\u00fap doanh nghi\u1ec7p t\u0103ng n\u0103ng l\u1ef1c c\u1ea1nh tranh v\u00e0 t\u1eadn d\u1ee5ng th\u1eddi c\u01a1 t\u1ed1t nh\u1ea5t. \u0110\u1ecdc b\u00e0i vi\u1ebft n\u00e0y \u0111\u1ec3 kh\u00e1m ph\u00e1: Ti\u1ec1m n\u0103ng v\u00e0 r\u1ee7i [&hellip;]<\/p>\n","protected":false},"author":114,"featured_media":37514,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"_gspb_post_css":"","footnotes":""},"categories":[10180,10197,10190],"tags":[],"class_list":["post-37513","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-cong-ty-it-tot-nhat-viet-nam","category-danh-cho-nha-tuyen-dung-it","category-xu-huong-cong-nghe"],"blocksy_meta":[],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v26.8 (Yoast SEO v27.8) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>C\u00f4ng ngh\u1ec7 AI v\u00e0 nh\u1eefng \u1ee9ng d\u1ee5ng n\u1ed5i b\u1eadt c\u1ee7a AI trong kinh doanh<\/title>\n<meta name=\"description\" content=\"C\u00f4ng ngh\u1ec7 AI \u0111ang t\u1ea1o ra cu\u1ed9c ch\u01a1i m\u1edbi cho c\u00e1c doanh nghi\u1ec7p. Chi\u1ebfn l\u01b0\u1ee3c \u1ee9ng d\u1ee5ng AI n\u00e0o c\u00f3 th\u1ec3 gi\u00fap doanh nghi\u1ec7p t\u1eadn d\u1ee5ng th\u1eddi c\u01a1 t\u1ed1t nh\u1ea5t?\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/itviec.com\/blog\/ung-dung-cong-nghe-ai-co-hoi-va-rui-ro-nao-cho-doanh-nghiep\/\" \/>\n<meta property=\"og:locale\" content=\"vi_VN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\u1ee8ng d\u1ee5ng c\u00f4ng ngh\u1ec7 AI: C\u01a1 h\u1ed9i v\u00e0 r\u1ee7i ro n\u00e0o cho doanh nghi\u1ec7p?\" \/>\n<meta property=\"og:description\" content=\"C\u00f4ng ngh\u1ec7 AI, hay tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o \u0111ang t\u1ea1o ra cu\u1ed9c ch\u01a1i m\u1edbi cho c\u00e1c doanh nghi\u1ec7p. T\u00ecm ra chi\u1ebfn l\u01b0\u1ee3c \u1ee9ng d\u1ee5ng AI hi\u1ec7u qu\u1ea3 c\u00f3 th\u1ec3 gi\u00fap doanh nghi\u1ec7p t\u0103ng\" \/>\n<meta property=\"og:url\" content=\"https:\/\/itviec.com\/blog\/ung-dung-cong-nghe-ai-co-hoi-va-rui-ro-nao-cho-doanh-nghiep\/\" \/>\n<meta property=\"og:site_name\" content=\"ITviec Blog\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/ITviec\" \/>\n<meta property=\"article:published_time\" content=\"2023-08-02T11:16:09+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2024-01-30T04:49:35+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/itviec.com\/blog\/wp-content\/uploads\/2023\/07\/AI-hinh-thumbnail-1.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"640\" \/>\n\t<meta property=\"og:image:height\" content=\"338\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Linh Khanh\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@ITviec\" \/>\n<meta name=\"twitter:site\" content=\"@ITviec\" \/>\n<meta name=\"twitter:label1\" content=\"\u0110\u01b0\u1ee3c vi\u1ebft b\u1edfi\" \/>\n\t<meta name=\"twitter:data1\" content=\"Linh Khanh\" \/>\n\t<meta name=\"twitter:label2\" content=\"\u01af\u1edbc t\u00ednh th\u1eddi gian \u0111\u1ecdc\" \/>\n\t<meta name=\"twitter:data2\" content=\"21 ph\u00fat\" \/>\n<!-- \/ Yoast SEO Premium plugin. -->","yoast_head_json":{"title":"C\u00f4ng ngh\u1ec7 AI v\u00e0 nh\u1eefng \u1ee9ng d\u1ee5ng n\u1ed5i b\u1eadt c\u1ee7a AI trong kinh doanh","description":"C\u00f4ng ngh\u1ec7 AI \u0111ang t\u1ea1o ra cu\u1ed9c ch\u01a1i m\u1edbi cho c\u00e1c doanh nghi\u1ec7p. Chi\u1ebfn l\u01b0\u1ee3c \u1ee9ng d\u1ee5ng AI n\u00e0o c\u00f3 th\u1ec3 gi\u00fap doanh nghi\u1ec7p t\u1eadn d\u1ee5ng th\u1eddi c\u01a1 t\u1ed1t nh\u1ea5t?","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/itviec.com\/blog\/ung-dung-cong-nghe-ai-co-hoi-va-rui-ro-nao-cho-doanh-nghiep\/","og_locale":"vi_VN","og_type":"article","og_title":"\u1ee8ng d\u1ee5ng c\u00f4ng ngh\u1ec7 AI: C\u01a1 h\u1ed9i v\u00e0 r\u1ee7i ro n\u00e0o cho doanh nghi\u1ec7p?","og_description":"C\u00f4ng ngh\u1ec7 AI, hay tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o \u0111ang t\u1ea1o ra cu\u1ed9c ch\u01a1i m\u1edbi cho c\u00e1c doanh nghi\u1ec7p. T\u00ecm ra chi\u1ebfn l\u01b0\u1ee3c \u1ee9ng d\u1ee5ng AI hi\u1ec7u qu\u1ea3 c\u00f3 th\u1ec3 gi\u00fap doanh nghi\u1ec7p t\u0103ng","og_url":"https:\/\/itviec.com\/blog\/ung-dung-cong-nghe-ai-co-hoi-va-rui-ro-nao-cho-doanh-nghiep\/","og_site_name":"ITviec Blog","article_publisher":"https:\/\/www.facebook.com\/ITviec","article_published_time":"2023-08-02T11:16:09+00:00","article_modified_time":"2024-01-30T04:49:35+00:00","og_image":[{"width":640,"height":338,"url":"https:\/\/itviec.com\/blog\/wp-content\/uploads\/2023\/07\/AI-hinh-thumbnail-1.jpg","type":"image\/jpeg"}],"author":"Linh Khanh","twitter_card":"summary_large_image","twitter_creator":"@ITviec","twitter_site":"@ITviec","twitter_misc":{"\u0110\u01b0\u1ee3c vi\u1ebft b\u1edfi":"Linh Khanh","\u01af\u1edbc t\u00ednh th\u1eddi gian \u0111\u1ecdc":"21 ph\u00fat"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/itviec.com\/blog\/ung-dung-cong-nghe-ai-co-hoi-va-rui-ro-nao-cho-doanh-nghiep\/#article","isPartOf":{"@id":"https:\/\/itviec.com\/blog\/ung-dung-cong-nghe-ai-co-hoi-va-rui-ro-nao-cho-doanh-nghiep\/"},"author":{"name":"Linh Khanh","@id":"https:\/\/itviec.com\/blog\/#\/schema\/person\/594512af658d9faba8a7c046a5d8589b"},"headline":"\u1ee8ng d\u1ee5ng c\u00f4ng ngh\u1ec7 AI: C\u01a1 h\u1ed9i v\u00e0 r\u1ee7i ro n\u00e0o cho doanh nghi\u1ec7p?","datePublished":"2023-08-02T11:16:09+00:00","dateModified":"2024-01-30T04:49:35+00:00","mainEntityOfPage":{"@id":"https:\/\/itviec.com\/blog\/ung-dung-cong-nghe-ai-co-hoi-va-rui-ro-nao-cho-doanh-nghiep\/"},"wordCount":6283,"publisher":{"@id":"https:\/\/itviec.com\/blog\/#organization"},"image":{"@id":"https:\/\/itviec.com\/blog\/ung-dung-cong-nghe-ai-co-hoi-va-rui-ro-nao-cho-doanh-nghiep\/#primaryimage"},"thumbnailUrl":"https:\/\/itviec.com\/blog\/wp-content\/uploads\/2023\/07\/AI-hinh-thumbnail-1.jpg","articleSection":["C\u00f4ng ty IT t\u1ed1t nh\u1ea5t Vi\u1ec7t Nam","D\u00e0nh cho Nh\u00e0 tuy\u1ec3n d\u1ee5ng IT","Xu h\u01b0\u1edbng c\u00f4ng ngh\u1ec7"],"inLanguage":"vi"},{"@type":"WebPage","@id":"https:\/\/itviec.com\/blog\/ung-dung-cong-nghe-ai-co-hoi-va-rui-ro-nao-cho-doanh-nghiep\/","url":"https:\/\/itviec.com\/blog\/ung-dung-cong-nghe-ai-co-hoi-va-rui-ro-nao-cho-doanh-nghiep\/","name":"C\u00f4ng ngh\u1ec7 AI v\u00e0 nh\u1eefng \u1ee9ng d\u1ee5ng n\u1ed5i b\u1eadt c\u1ee7a AI trong kinh doanh","isPartOf":{"@id":"https:\/\/itviec.com\/blog\/#website"},"primaryImageOfPage":{"@id":"https:\/\/itviec.com\/blog\/ung-dung-cong-nghe-ai-co-hoi-va-rui-ro-nao-cho-doanh-nghiep\/#primaryimage"},"image":{"@id":"https:\/\/itviec.com\/blog\/ung-dung-cong-nghe-ai-co-hoi-va-rui-ro-nao-cho-doanh-nghiep\/#primaryimage"},"thumbnailUrl":"https:\/\/itviec.com\/blog\/wp-content\/uploads\/2023\/07\/AI-hinh-thumbnail-1.jpg","datePublished":"2023-08-02T11:16:09+00:00","dateModified":"2024-01-30T04:49:35+00:00","description":"C\u00f4ng ngh\u1ec7 AI \u0111ang t\u1ea1o ra cu\u1ed9c ch\u01a1i m\u1edbi cho c\u00e1c doanh nghi\u1ec7p. Chi\u1ebfn l\u01b0\u1ee3c \u1ee9ng d\u1ee5ng AI n\u00e0o c\u00f3 th\u1ec3 gi\u00fap doanh nghi\u1ec7p t\u1eadn d\u1ee5ng th\u1eddi c\u01a1 t\u1ed1t nh\u1ea5t?","breadcrumb":{"@id":"https:\/\/itviec.com\/blog\/ung-dung-cong-nghe-ai-co-hoi-va-rui-ro-nao-cho-doanh-nghiep\/#breadcrumb"},"inLanguage":"vi","potentialAction":[{"@type":"ReadAction","target":["https:\/\/itviec.com\/blog\/ung-dung-cong-nghe-ai-co-hoi-va-rui-ro-nao-cho-doanh-nghiep\/"]}]},{"@type":"ImageObject","inLanguage":"vi","@id":"https:\/\/itviec.com\/blog\/ung-dung-cong-nghe-ai-co-hoi-va-rui-ro-nao-cho-doanh-nghiep\/#primaryimage","url":"https:\/\/itviec.com\/blog\/wp-content\/uploads\/2023\/07\/AI-hinh-thumbnail-1.jpg","contentUrl":"https:\/\/itviec.com\/blog\/wp-content\/uploads\/2023\/07\/AI-hinh-thumbnail-1.jpg","width":640,"height":338,"caption":"cong-nghe-AI-0"},{"@type":"BreadcrumbList","@id":"https:\/\/itviec.com\/blog\/ung-dung-cong-nghe-ai-co-hoi-va-rui-ro-nao-cho-doanh-nghiep\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"C\u00f4ng ty IT t\u1ed1t nh\u1ea5t Vi\u1ec7t Nam","item":"https:\/\/itviec.com\/blog\/cong-ty-it-tot-nhat-viet-nam\/"},{"@type":"ListItem","position":2,"name":"\u1ee8ng d\u1ee5ng c\u00f4ng ngh\u1ec7 AI: C\u01a1 h\u1ed9i v\u00e0 r\u1ee7i ro n\u00e0o cho doanh nghi\u1ec7p?"}]},{"@type":"WebSite","@id":"https:\/\/itviec.com\/blog\/#website","url":"https:\/\/itviec.com\/blog\/","name":"ITviec Blog","description":"IT Jobs &amp; People in Vietnam","publisher":{"@id":"https:\/\/itviec.com\/blog\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/itviec.com\/blog\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"vi"},{"@type":"Organization","@id":"https:\/\/itviec.com\/blog\/#organization","name":"ITviec","url":"https:\/\/itviec.com\/blog\/","logo":{"@type":"ImageObject","inLanguage":"vi","@id":"https:\/\/itviec.com\/blog\/#\/schema\/logo\/image\/","url":"https:\/\/itviec.com\/blog\/wp-content\/uploads\/2018\/12\/itviec-black-square-facebook.png","contentUrl":"https:\/\/itviec.com\/blog\/wp-content\/uploads\/2018\/12\/itviec-black-square-facebook.png","width":1800,"height":1800,"caption":"ITviec"},"image":{"@id":"https:\/\/itviec.com\/blog\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/www.facebook.com\/ITviec","https:\/\/x.com\/ITviec","https:\/\/www.linkedin.com\/company\/itviec","https:\/\/www.youtube.com\/channel\/UCYthAQ3bcGr57M_ag5gHDvQ"]},{"@type":"Person","@id":"https:\/\/itviec.com\/blog\/#\/schema\/person\/594512af658d9faba8a7c046a5d8589b","name":"Linh Khanh","image":{"@type":"ImageObject","inLanguage":"vi","@id":"https:\/\/itviec.com\/blog\/wp-content\/uploads\/2022\/08\/IMG_2677-120x120.jpg","url":"https:\/\/itviec.com\/blog\/wp-content\/uploads\/2022\/08\/IMG_2677-120x120.jpg","contentUrl":"https:\/\/itviec.com\/blog\/wp-content\/uploads\/2022\/08\/IMG_2677-120x120.jpg","caption":"Linh Khanh"},"url":"https:\/\/itviec.com\/blog\/author\/linh-khanh\/"}]}},"_links":{"self":[{"href":"https:\/\/itviec.com\/blog\/wp-json\/wp\/v2\/posts\/37513","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/itviec.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/itviec.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/itviec.com\/blog\/wp-json\/wp\/v2\/users\/114"}],"replies":[{"embeddable":true,"href":"https:\/\/itviec.com\/blog\/wp-json\/wp\/v2\/comments?post=37513"}],"version-history":[{"count":0,"href":"https:\/\/itviec.com\/blog\/wp-json\/wp\/v2\/posts\/37513\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/itviec.com\/blog\/wp-json\/wp\/v2\/media\/37514"}],"wp:attachment":[{"href":"https:\/\/itviec.com\/blog\/wp-json\/wp\/v2\/media?parent=37513"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/itviec.com\/blog\/wp-json\/wp\/v2\/categories?post=37513"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/itviec.com\/blog\/wp-json\/wp\/v2\/tags?post=37513"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}