{"id":12710,"date":"2026-03-20T01:01:08","date_gmt":"2026-03-19T16:01:08","guid":{"rendered":"https:\/\/chat-messenger.com\/?p=12710"},"modified":"2026-03-20T01:02:58","modified_gmt":"2026-03-19T16:02:58","slug":"loi-ich-va-diem-cua-ai-cai-dat-tai-cho","status":"publish","type":"post","link":"https:\/\/chat-messenger.com\/vi\/blog\/ai\/onpremise-ai-benefits-and-points","title":{"rendered":"\u1ee8ng d\u1ee5ng AI t\u1ea1i ch\u1ed7 \u0111\u1ec3 t\u0103ng t\u1ed1c s\u1eed d\u1ee5ng d\u1eef li\u1ec7u n\u1ed9i b\u1ed9: L\u1ee3i \u00edch v\u00e0 nh\u1eefng \u0111i\u1ec3m c\u1ea7n l\u01b0u \u00fd \u0111\u1ec3 tr\u00e1nh th\u1ea5t b\u1ea1i"},"content":{"rendered":"<h2 class=\"wp-block-heading\">Gi\u1edbi thi\u1ec7u<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Trong nh\u1eefng n\u0103m g\u1ea7n \u0111\u00e2y, vi\u1ec7c s\u1eed d\u1ee5ng tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (AI) \u0111\u00e3 tr\u1edf th\u00e0nh m\u1ed9t y\u1ebfu t\u1ed1 quan tr\u1ecdng quy\u1ebft \u0111\u1ecbnh kh\u1ea3 n\u0103ng c\u1ea1nh tranh c\u1ee7a m\u1ed9t c\u00f4ng ty. Trong s\u1ed1 \u0111\u00f3, &quot;AI t\u1ea1i ch\u1ed7 h\u1ecdc h\u1ecfi t\u1eeb d\u1eef li\u1ec7u n\u1ed9i b\u1ed9 c\u1ee7a c\u00f4ng ty&quot; \u0111ang thu h\u00fat s\u1ef1 ch\u00fa \u00fd \u0111\u1eb7c bi\u1ec7t. Trong khi AI tr\u00ean n\u1ec1n t\u1ea3ng \u0111\u00e1m m\u00e2y \u0111ang tr\u1edf n\u00ean ph\u1ed5 bi\u1ebfn, ng\u00e0y c\u00e0ng nhi\u1ec1u c\u00f4ng ty ch\u1ee7 \u0111\u1ed9ng v\u1eadn h\u00e0nh AI trong m\u00f4i tr\u01b0\u1eddng ri\u00eang c\u1ee7a h\u1ecd t\u1eeb g\u00f3c \u0111\u1ed9 b\u1ea3o m\u1eadt v\u00e0 qu\u1ea3n tr\u1ecb d\u1eef li\u1ec7u.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">T\u00f3m l\u1ea1i, AI tri\u1ec3n khai t\u1ea1i ch\u1ed7 l\u00e0 m\u1ed9t c\u00f4ng c\u1ee5 m\u1ea1nh m\u1ebd \u0111\u1ec3 t\u1ed1i \u01b0u h\u00f3a ho\u1ea1t \u0111\u1ed9ng kinh doanh \u0111\u1ed3ng th\u1eddi s\u1eed d\u1ee5ng an to\u00e0n c\u00e1c d\u1eef li\u1ec7u c\u00f3 t\u00ednh b\u1ea3o m\u1eadt cao. \u0110i\u1ec1u n\u00e0y l\u00e0 do n\u00f3 cho ph\u00e9p x\u00e2y d\u1ef1ng c\u00e1c m\u00f4 h\u00ecnh AI ph\u00f9 h\u1ee3p v\u1edbi nhu c\u1ea7u c\u1ee5 th\u1ec3 c\u1ee7a b\u1ea1n trong khi gi\u1ea3m thi\u1ec3u r\u1ee7i ro r\u00f2 r\u1ec9 d\u1eef li\u1ec7u.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">B\u00e0i vi\u1ebft n\u00e0y cung c\u1ea5p l\u1eddi gi\u1ea3i th\u00edch r\u00f5 r\u00e0ng v\u00e0 d\u1ec5 hi\u1ec3u v\u1ec1 AI tri\u1ec3n khai t\u1ea1i ch\u1ed7, t\u1eeb nh\u1eefng ki\u1ebfn th\u1ee9c c\u01a1 b\u1ea3n \u0111\u1ebfn l\u1ee3i \u00edch, th\u00e1ch th\u1ee9c v\u00e0 c\u00e1c y\u1ebfu t\u1ed1 th\u00e0nh c\u00f4ng quan tr\u1ecdng, ngay c\u1ea3 \u0111\u1ed1i v\u1edbi ng\u01b0\u1eddi m\u1edbi b\u1eaft \u0111\u1ea7u.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (AI) t\u1ea1i ch\u1ed7 l\u00e0 g\u00ec?<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">Nh\u1eefng ki\u1ebfn th\u1ee9c c\u01a1 b\u1ea3n v\u1ec1 m\u00f4i tr\u01b0\u1eddng t\u1ea1i ch\u1ed7 v\u00e0 s\u1ef1 kh\u00e1c bi\u1ec7t so v\u1edbi \u0111i\u1ec7n to\u00e1n \u0111\u00e1m m\u00e2y.<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (AI) t\u1ea1i ch\u1ed7 (On-premises AI) \u0111\u1ec1 c\u1eadp \u0111\u1ebfn m\u1ed9t h\u1ec7 th\u1ed1ng trong \u0111\u00f3 AI \u0111\u01b0\u1ee3c x\u00e2y d\u1ef1ng v\u00e0 v\u1eadn h\u00e0nh trong m\u00f4i tr\u01b0\u1eddng m\u00e1y ch\u1ee7 ri\u00eang c\u1ee7a c\u00f4ng ty, hay c\u00f2n g\u1ecdi l\u00e0 &quot;t\u1ea1i ch\u1ed7&quot;. &quot;T\u1ea1i ch\u1ed7&quot; \u0111\u1ec1 c\u1eadp \u0111\u1ebfn c\u1ea5u h\u00ecnh m\u00e0 m\u1ed9t c\u00f4ng ty s\u1edf h\u1eefu v\u00e0 qu\u1ea3n l\u00fd c\u01a1 s\u1edf h\u1ea1 t\u1ea7ng CNTT c\u1ee7a ri\u00eang m\u00ecnh (m\u00e1y ch\u1ee7, m\u1ea1ng, l\u01b0u tr\u1eef, v.v.).<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">M\u1eb7t kh\u00e1c, AI \u0111\u00e1m m\u00e2y l\u00e0 ph\u01b0\u01a1ng ph\u00e1p s\u1eed d\u1ee5ng AI tr\u00ean c\u00e1c d\u1ecbch v\u1ee5 b\u00ean ngo\u00e0i nh\u01b0 AWS v\u00e0 Google Cloud. \u01afu \u0111i\u1ec3m c\u1ee7a \u0111i\u1ec7n to\u00e1n \u0111\u00e1m m\u00e2y l\u00e0 chi ph\u00ed ban \u0111\u1ea7u th\u1ea5p v\u00e0 c\u00f3 th\u1ec3 tri\u1ec3n khai nhanh ch\u00f3ng, nh\u01b0ng \u0111i\u1ec3m kh\u00e1c bi\u1ec7t ch\u00ednh l\u00e0 d\u1eef li\u1ec7u \u0111\u01b0\u1ee3c g\u1eedi ra b\u00ean ngo\u00e0i.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0110i\u1ec3m m\u1ea5u ch\u1ed1t \u1edf \u0111\u00e2y l\u00e0 &quot;v\u1ecb tr\u00ed l\u01b0u tr\u1eef d\u1eef li\u1ec7u&quot;. V\u1edbi AI tri\u1ec3n khai t\u1ea1i ch\u1ed7, d\u1eef li\u1ec7u n\u1ed9i b\u1ed9 c\u1ee7a c\u00f4ng ty kh\u00f4ng r\u1eddi kh\u1ecfi khu\u00f4n vi\u00ean c\u00f4ng ty, gi\u1ea3m \u0111\u00e1ng k\u1ec3 nguy c\u01a1 r\u00f2 r\u1ec9 th\u00f4ng tin. S\u1ef1 kh\u00e1c bi\u1ec7t n\u00e0y \u0111\u1eb7c bi\u1ec7t quan tr\u1ecdng trong c\u00e1c ng\u00e0nh x\u1eed l\u00fd th\u00f4ng tin m\u1eadt, ch\u1eb3ng h\u1ea1n nh\u01b0 t\u00e0i ch\u00ednh, ch\u0103m s\u00f3c s\u1ee9c kh\u1ecfe v\u00e0 s\u1ea3n xu\u1ea5t, n\u01a1i n\u00f3 tr\u1edf th\u00e0nh y\u1ebfu t\u1ed1 quy\u1ebft \u0111\u1ecbnh trong vi\u1ec7c l\u1ef1a ch\u1ecdn \u00e1p d\u1ee5ng.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">T\u00f3m l\u1ea1i, AI tri\u1ec3n khai t\u1ea1i ch\u1ed7 c\u00f3 \u0111\u1eb7c \u0111i\u1ec3m l\u00e0 &quot;\u01b0u ti\u00ean b\u1ea3o m\u1eadt&quot;, trong khi AI tr\u00ean n\u1ec1n t\u1ea3ng \u0111\u00e1m m\u00e2y c\u00f3 \u0111\u1eb7c \u0111i\u1ec3m l\u00e0 &quot;\u01b0u ti\u00ean t\u1ed1c \u0111\u1ed9&quot;.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">C\u01a1 ch\u1ebf tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o h\u1ecdc h\u1ecfi t\u1eeb d\u1eef li\u1ec7u n\u1ed9i b\u1ed9 c\u1ee7a c\u00f4ng ty.<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Khi tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (AI) &quot;h\u1ecdc h\u1ecfi&quot;, \u0111i\u1ec1u \u0111\u00f3 c\u00f3 ngh\u0129a l\u00e0 n\u00f3 c\u00f3 th\u1ec3 t\u00ecm ra c\u00e1c m\u1eabu trong d\u1eef li\u1ec7u v\u00e0 \u0111\u01b0a ra d\u1ef1 \u0111o\u00e1n c\u0169ng nh\u01b0 ph\u00e1n \u0111o\u00e1n. C\u00f4ng ngh\u1ec7 ti\u00eau bi\u1ec3u \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng cho vi\u1ec7c n\u00e0y l\u00e0 &quot;h\u1ecdc m\u00e1y&quot;.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">M\u00e1y h\u1ecdc l\u00e0 m\u1ed9t c\u00f4ng ngh\u1ec7 t\u1ef1 \u0111\u1ed9ng t\u00ecm ra c\u00e1c m\u1eabu t\u1eeb d\u1eef li\u1ec7u m\u00e0 kh\u00f4ng c\u1ea7n con ng\u01b0\u1eddi ph\u1ea3i vi\u1ebft ra c\u00e1c quy t\u1eafc m\u1ed9t c\u00e1ch r\u00f5 r\u00e0ng. V\u00ed d\u1ee5, b\u1eb1ng c\u00e1ch hu\u1ea5n luy\u1ec7n h\u1ec7 th\u1ed1ng v\u1edbi d\u1eef li\u1ec7u b\u00e1n h\u00e0ng trong qu\u00e1 kh\u1ee9, c\u00f3 th\u1ec3 d\u1ef1 \u0111o\u00e1n nhu c\u1ea7u trong t\u01b0\u01a1ng lai.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">V\u1edbi AI tri\u1ec3n khai t\u1ea1i ch\u1ed7, t\u1ea5t c\u1ea3 d\u1eef li\u1ec7u \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng \u0111\u1ec3 hu\u1ea5n luy\u1ec7n \u0111\u1ec1u n\u1eb1m trong ph\u1ea1m vi c\u00f4ng ty. V\u00ed d\u1ee5, c\u00e1c lo\u1ea1i d\u1eef li\u1ec7u sau \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng:<\/p>\n\n\n\n<ul class=\"wp-block-list\"><li>Th\u00f4ng tin kh\u00e1ch h\u00e0ng (d\u1eef li\u1ec7u CRM)<\/li><li>L\u1ecbch s\u1eed b\u00e1n h\u00e0ng<\/li><li>D\u1eef li\u1ec7u c\u1ea3m bi\u1ebfn t\u1eeb d\u00e2y chuy\u1ec1n s\u1ea3n xu\u1ea5t<\/li><li>T\u00e0i li\u1ec7u v\u00e0 ki\u1ebfn th\u1ee9c n\u1ed9i b\u1ed9<\/li><\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u0110i\u1ec1u n\u00e0y cho ph\u00e9p AI \u0111\u01b0a ra c\u00e1c quy\u1ebft \u0111\u1ecbnh \u0111\u01b0\u1ee3c t\u1ed1i \u01b0u h\u00f3a cho &quot;c\u00e1c quy tr\u00ecnh kinh doanh \u0111\u1eb7c th\u00f9 c\u1ee7a c\u00f4ng ty b\u1ea1n&quot;. N\u00f3 cho ph\u00e9p ph\u00e2n t\u00edch t\u1ea1i ch\u1ed7 v\u1edbi \u0111\u1ed9 ch\u00ednh x\u00e1c cao, \u0111i\u1ec1u kh\u00f3 c\u00f3 th\u1ec3 \u0111\u1ea1t \u0111\u01b0\u1ee3c v\u1edbi AI \u0111a n\u0103ng.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">T\u1ea1i sao AI tri\u1ec3n khai t\u1ea1i ch\u1ed7 l\u1ea1i thu h\u00fat s\u1ef1 ch\u00fa \u00fd v\u00e0o th\u1eddi \u0111i\u1ec3m n\u00e0y?<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">C\u00f3 ba l\u00fd do ch\u00ednh khi\u1ebfn AI tri\u1ec3n khai t\u1ea1i ch\u1ed7 hi\u1ec7n \u0111ang thu h\u00fat s\u1ef1 ch\u00fa \u00fd tr\u1edf l\u1ea1i.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Th\u1ee9 nh\u1ea5t l\u00e0 &quot;t\u0103ng c\u01b0\u1eddng qu\u1ea3n tr\u1ecb d\u1eef li\u1ec7u&quot;. Qu\u1ea3n tr\u1ecb d\u1eef li\u1ec7u \u0111\u1ec1 c\u1eadp \u0111\u1ebfn c\u00e1c c\u01a1 ch\u1ebf m\u00e0 c\u00e1c c\u00f4ng ty s\u1eed d\u1ee5ng \u0111\u1ec3 qu\u1ea3n l\u00fd v\u00e0 ki\u1ec3m so\u00e1t d\u1eef li\u1ec7u m\u1ed9t c\u00e1ch \u0111\u00fang \u0111\u1eafn. V\u1edbi c\u00e1c quy \u0111\u1ecbnh ng\u00e0y c\u00e0ng nghi\u00eam ng\u1eb7t h\u01a1n, ch\u1eb3ng h\u1ea1n nh\u01b0 \u0110\u1ea1o lu\u1eadt B\u1ea3o v\u1ec7 Th\u00f4ng tin C\u00e1 nh\u00e2n v\u00e0 GDPR (Quy \u0111\u1ecbnh chung v\u1ec1 b\u1ea3o v\u1ec7 d\u1eef li\u1ec7u c\u1ee7a EU), t\u1ea7m quan tr\u1ecdng c\u1ee7a m\u00f4i tr\u01b0\u1eddng l\u01b0u tr\u1eef t\u1ea1i ch\u1ed7 kh\u00f4ng g\u1eedi d\u1eef li\u1ec7u ra b\u00ean ngo\u00e0i \u0111ang ng\u00e0y c\u00e0ng t\u0103ng.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Xu h\u01b0\u1edbng th\u1ee9 hai l\u00e0 &quot;s\u1ef1 ph\u1ed5 bi\u1ebfn c\u1ee7a tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o t\u1ea1o sinh&quot;. V\u1edbi s\u1ef1 xu\u1ea5t hi\u1ec7n c\u1ee7a c\u00e1c h\u1ec7 th\u1ed1ng tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o t\u1ea1o sinh nh\u01b0 ChatGPT, c\u00e1c c\u00f4ng ty \u0111ang b\u1eaft \u0111\u1ea7u xem x\u00e9t vi\u1ec7c tri\u1ec3n khai tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o s\u1eed d\u1ee5ng d\u1eef li\u1ec7u c\u1ee7a ch\u00ednh h\u1ecd. Tuy nhi\u00ean, do lo ng\u1ea1i v\u1ec1 nguy c\u01a1 r\u00f2 r\u1ec9 th\u00f4ng tin khi s\u1eed d\u1ee5ng \u0111i\u1ec7n to\u00e1n \u0111\u00e1m m\u00e2y, tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o t\u1ea1i ch\u1ed7 \u0111ang n\u1ed5i l\u00ean nh\u01b0 m\u1ed9t l\u1ef1a ch\u1ecdn kh\u1ea3 thi.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Th\u1ee9 ba l\u00e0 &quot;hi\u1ec7u n\u0103ng ph\u1ea7n c\u1ee9ng \u0111\u01b0\u1ee3c c\u1ea3i thi\u1ec7n&quot;. Nh\u1eefng ti\u1ebfn b\u1ed9 trong GPU (b\u1ed9 x\u1eed l\u00fd \u0111\u1ed3 h\u1ecda) \u0111\u00e3 gi\u00fap cho vi\u1ec7c x\u1eed l\u00fd AI hi\u1ec7u n\u0103ng cao tr\u1edf n\u00ean kh\u1ea3 thi ngay c\u1ea3 trong c\u00e1c c\u00f4ng ty. C\u00f4ng ngh\u1ec7 AI, tr\u01b0\u1edbc \u0111\u00e2y ch\u1ec9 d\u00e0nh cho c\u00e1c t\u1eadp \u0111o\u00e0n l\u1edbn, gi\u1edd \u0111\u00e2y c\u0169ng c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c tri\u1ec3n khai b\u1edfi c\u00e1c doanh nghi\u1ec7p quy m\u00f4 v\u1eeba.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Do \u0111\u00f3, v\u1edbi s\u1ef1 h\u1ed9i t\u1ee5 c\u1ee7a c\u00f4ng ngh\u1ec7, quy \u0111\u1ecbnh v\u00e0 nhu c\u1ea7u, AI tri\u1ec3n khai t\u1ea1i ch\u1ed7 m\u1ed9t l\u1ea7n n\u1eefa thu h\u00fat s\u1ef1 ch\u00fa \u00fd.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">L\u1ee3i \u00edch c\u1ee7a vi\u1ec7c tri\u1ec3n khai AI t\u1ea1i ch\u1ed7 \u0111\u1ec3 t\u1eadn d\u1ee5ng d\u1eef li\u1ec7u n\u1ed9i b\u1ed9 c\u1ee7a c\u00f4ng ty.<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">T\u0103ng c\u01b0\u1eddng b\u1ea3o m\u1eadt v\u00e0 quy\u1ec1n ri\u00eang t\u01b0<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">T\u00f3m l\u1ea1i, \u01b0u \u0111i\u1ec3m l\u1edbn nh\u1ea5t c\u1ee7a AI tri\u1ec3n khai t\u1ea1i ch\u1ed7 l\u00e0 &quot;m\u1ee9c \u0111\u1ed9 b\u1ea3o m\u1eadt c\u1ef1c k\u1ef3 cao&quot;.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Trong m\u00f4i tr\u01b0\u1eddng \u0111i\u1ec7n to\u00e1n \u0111\u00e1m m\u00e2y, d\u1eef li\u1ec7u \u0111\u01b0\u1ee3c g\u1eedi \u0111\u1ebfn c\u00e1c m\u00e1y ch\u1ee7 b\u00ean ngo\u00e0i th\u00f4ng qua internet. Do \u0111\u00f3, lu\u00f4n t\u1ed3n t\u1ea1i r\u1ee7i ro r\u00f2 r\u1ec9 th\u00f4ng tin do l\u1ed7i \u0111\u01b0\u1eddng truy\u1ec1n ho\u1eb7c c\u1ea5u h\u00ecnh sai \u1edf ph\u00eda m\u00e1y ch\u1ee7 \u0111\u00e1m m\u00e2y.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">M\u1eb7t kh\u00e1c, v\u1edbi AI tri\u1ec3n khai t\u1ea1i ch\u1ed7, d\u1eef li\u1ec7u v\u1eabn n\u1eb1m trong m\u1ea1ng l\u01b0\u1edbi c\u1ee7a c\u00f4ng ty, gi\u1ea3m \u0111\u00e1ng k\u1ec3 nguy c\u01a1 b\u1ecb t\u1ea5n c\u00f4ng t\u1eeb b\u00ean ngo\u00e0i. \u0110i\u1ec1u n\u00e0y \u0111\u1eb7c bi\u1ec7t quan tr\u1ecdng \u0111\u1ed1i v\u1edbi c\u00e1c c\u00f4ng ty x\u1eed l\u00fd c\u00e1c lo\u1ea1i th\u00f4ng tin sau:<\/p>\n\n\n\n<ul class=\"wp-block-list\"><li>th\u00f4ng tin c\u00e1 nh\u00e2n<\/li><li>D\u1eef li\u1ec7u nghi\u00ean c\u1ee9u v\u00e0 ph\u00e1t tri\u1ec3n<\/li><li>Th\u00f4ng tin h\u1ee3p \u0111\u1ed3ng b\u1ea3o m\u1eadt<\/li><\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">M\u1ed9t t\u00ednh n\u0103ng quan tr\u1ecdng kh\u00e1c l\u00e0 kh\u1ea3 n\u0103ng t\u01b0\u01a1ng th\u00edch v\u1edbi kh\u00e1i ni\u1ec7m &quot;b\u1ea3o m\u1eadt kh\u00f4ng tin t\u01b0\u1edfng&quot; (zero trust security). B\u1ea3o m\u1eadt kh\u00f4ng tin t\u01b0\u1edfng l\u00e0 m\u1ed9t ph\u01b0\u01a1ng ph\u00e1p b\u1ea3o m\u1eadt \u0111\u00e3 thu h\u00fat s\u1ef1 ch\u00fa \u00fd trong nh\u1eefng n\u0103m g\u1ea7n \u0111\u00e2y, d\u1ef1a tr\u00ean ti\u1ec1n \u0111\u1ec1 &quot;kh\u00f4ng tin t\u01b0\u1edfng b\u1ea5t k\u1ef3 quy\u1ec1n truy c\u1eadp n\u00e0o&quot;. Do \u0111\u00f3, AI t\u1ea1i ch\u1ed7 l\u00e0 l\u1ef1a ch\u1ecdn l\u00fd t\u01b0\u1edfng cho c\u00e1c c\u00f4ng ty \u01b0u ti\u00ean b\u1ea3o m\u1eadt h\u01a1n t\u1ea5t c\u1ea3.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Kh\u1ea3 n\u0103ng t\u00f9y ch\u1ec9nh v\u00e0 t\u1ed1i \u01b0u h\u00f3a kinh doanh<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">M\u1ed9t \u01b0u \u0111i\u1ec3m l\u1edbn c\u1ee7a AI tri\u1ec3n khai t\u1ea1i ch\u1ed7 l\u00e0 kh\u1ea3 n\u0103ng t\u00f9y ch\u1ec9nh cao cho ph\u00f9 h\u1ee3p v\u1edbi nhu c\u1ea7u c\u1ee5 th\u1ec3 c\u1ee7a t\u1eebng c\u00f4ng ty.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o tr\u00ean n\u1ec1n t\u1ea3ng \u0111\u00e1m m\u00e2y (Cloud AI) th\u01b0\u1eddng s\u1eed d\u1ee5ng c\u00e1c m\u00f4 h\u00ecnh \u0111a n\u0103ng v\u00e0 cung c\u1ea5p m\u1ed9t m\u1ee9c \u0111\u1ed9 linh ho\u1ea1t nh\u1ea5t \u0111\u1ecbnh, nh\u01b0ng v\u1eabn c\u00f3 nh\u1eefng h\u1ea1n ch\u1ebf v\u1ec1 kh\u1ea3 n\u0103ng t\u00f9y ch\u1ec9nh cho c\u00e1c quy tr\u00ecnh kinh doanh c\u1ee5 th\u1ec3. M\u1eb7t kh\u00e1c, v\u1edbi AI tri\u1ec3n khai t\u1ea1i ch\u1ed7 (on-premise AI), c\u1ea3 d\u1eef li\u1ec7u v\u00e0 m\u00f4 h\u00ecnh \u0111\u1ec1u c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c qu\u1ea3n l\u00fd n\u1ed9i b\u1ed9, cho ph\u00e9p t\u1ed1i \u01b0u h\u00f3a \u0111\u1ec3 ph\u00f9 h\u1ee3p v\u1edbi c\u00e1c quy tr\u00ecnh kinh doanh.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">V\u00ed d\u1ee5, trong s\u1ea3n xu\u1ea5t, tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (AI) \u0111\u1ec3 ph\u00e1t hi\u1ec7n s\u1ea3n ph\u1ea9m l\u1ed7i c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c t\u00f9y ch\u1ec9nh theo \u0111\u1eb7c \u0111i\u1ec3m c\u1ee5 th\u1ec3 c\u1ee7a s\u1ea3n ph\u1ea9m c\u00f4ng ty. Trong b\u00e1n h\u00e0ng, n\u00f3 c\u00f3 th\u1ec3 h\u1ecdc h\u1ecfi xu h\u01b0\u1edbng mua h\u00e0ng c\u1ee7a t\u1eebng kh\u00e1ch h\u00e0ng v\u00e0 \u0111\u1ec1 xu\u1ea5t th\u1eddi \u0111i\u1ec3m t\u1ed1i \u01b0u \u0111\u1ec3 \u0111\u01b0a ra khuy\u1ebfn m\u00e3i.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0110i\u1ec1u quan tr\u1ecdng \u1edf \u0111\u00e2y l\u00e0 &quot;ki\u1ebfn th\u1ee9c chuy\u00ean ng\u00e0nh&quot;. Ki\u1ebfn th\u1ee9c chuy\u00ean ng\u00e0nh \u0111\u1ec1 c\u1eadp \u0111\u1ebfn ki\u1ebfn th\u1ee9c chuy\u00ean s\u00e2u v\u1ec1 m\u1ed9t ng\u00e0nh ho\u1eb7c l\u0129nh v\u1ef1c kinh doanh c\u1ee5 th\u1ec3. Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (AI) t\u1ea1i ch\u1ed7 h\u1ed7 tr\u1ee3 vi\u1ec7c ra quy\u1ebft \u0111\u1ecbnh ch\u00ednh x\u00e1c h\u01a1n b\u1eb1ng c\u00e1ch k\u1ebft h\u1ee3p ki\u1ebfn th\u1ee9c chuy\u00ean ng\u00e0nh n\u00e0y v\u1edbi d\u1eef li\u1ec7u.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Do \u0111\u00f3, n\u00f3 kh\u00f4ng ch\u1ec9 c\u1ea3i thi\u1ec7n hi\u1ec7u qu\u1ea3 ho\u1ea1t \u0111\u1ed9ng m\u00e0 c\u00f2n tr\u1ef1c ti\u1ebfp d\u1eabn \u0111\u1ebfn t\u0103ng doanh thu v\u00e0 gi\u1ea3m chi ph\u00ed.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u0110\u00e1nh gi\u00e1 th\u1ef1c t\u1ebf v\u1ec1 chi ph\u00ed v\u00e0 c\u00e1c kh\u00eda c\u1ea1nh ho\u1ea1t \u0111\u1ed9ng<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">AI tri\u1ec3n khai t\u1ea1i ch\u1ed7 th\u01b0\u1eddng b\u1ecb cho l\u00e0 &quot;t\u1ed1n k\u00e9m&quot;, nh\u01b0ng tr\u00ean th\u1ef1c t\u1ebf, \u0111i\u1ec1u \u0111\u00f3 kh\u00f4ng nh\u1ea5t thi\u1ebft l\u00e0 b\u1ea5t l\u1ee3i v\u1ec1 l\u00e2u d\u00e0i.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Ch\u1eafc ch\u1eafn, c\u00e1c kho\u1ea3n \u0111\u1ea7u t\u01b0 ban \u0111\u1ea7u bao g\u1ed3m vi\u1ec7c mua m\u00e1y ch\u1ee7 v\u00e0 GPU, c\u0169ng nh\u01b0 chi ph\u00ed thi\u1ebft l\u1eadp m\u00f4i tr\u01b0\u1eddng. Tuy nhi\u00ean, AI \u0111\u00e1m m\u00e2y s\u1eed d\u1ee5ng m\u00f4 h\u00ecnh \u0111\u1ecbnh gi\u00e1 tr\u1ea3 theo m\u1ee9c s\u1eed d\u1ee5ng, c\u00f3 ngh\u0129a l\u00e0 chi ph\u00ed t\u0103ng l\u00ean khi m\u1ee9c s\u1eed d\u1ee5ng t\u0103ng.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">V\u00ed d\u1ee5, c\u00e1c c\u00f4ng ty th\u01b0\u1eddng xuy\u00ean x\u1eed l\u00fd l\u01b0\u1ee3ng l\u1edbn d\u1eef li\u1ec7u c\u00f3 th\u1ec3 ph\u1ea3i ch\u1ecbu chi ph\u00ed \u0111i\u1ec7n to\u00e1n \u0111\u00e1m m\u00e2y l\u00ean \u0111\u1ebfn h\u00e0ng ch\u1ee5c tri\u1ec7u y\u00ean m\u1ed7i n\u0103m. M\u1eb7t kh\u00e1c, AI tri\u1ec3n khai t\u1ea1i ch\u1ed7 ch\u1ee7 y\u1ebfu d\u1ef1a tr\u00ean chi ph\u00ed c\u1ed1 \u0111\u1ecbnh, do \u0111\u00f3 c\u00e0ng s\u1eed d\u1ee5ng nhi\u1ec1u th\u00ec c\u00e0ng ti\u1ebft ki\u1ec7m chi ph\u00ed h\u01a1n.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">H\u01a1n n\u1eefa, \u0111\u1ed9 tr\u1ec5 th\u1ea5p (\u0111\u1ed9 ch\u1eadm x\u1eed l\u00fd) c\u1ee7a n\u00f3 c\u0169ng r\u1ea5t \u0111\u00e1ng ch\u00fa \u00fd. V\u00ec kh\u00f4ng y\u00eau c\u1ea7u giao ti\u1ebfp trong m\u00f4i tr\u01b0\u1eddng t\u1ea1i ch\u1ed7, n\u00f3 ho\u1ea1t \u0111\u1ed9ng xu\u1ea5t s\u1eafc trong x\u1eed l\u00fd th\u1eddi gian th\u1ef1c.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Do \u0111\u00f3, tri\u1ec3n khai AI t\u1ea1i ch\u1ed7 l\u00e0 m\u1ed9t l\u1ef1a ch\u1ecdn kh\u1ea3 thi, m\u1eb7c d\u00f9 \u0111\u00f2i h\u1ecfi v\u1ed1n \u0111\u1ea7u t\u01b0 ban \u0111\u1ea7u cao, nh\u01b0ng l\u1ea1i h\u1ee3p l\u00fd v\u1ec1 l\u00e2u d\u00e0i.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Nh\u1eefng th\u00e1ch th\u1ee9c v\u00e0 y\u1ebfu t\u1ed1 th\u00e0nh c\u00f4ng trong vi\u1ec7c tri\u1ec3n khai AI t\u1ea1i ch\u1ed7<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">Nh\u1eefng kh\u00f3 kh\u0103n k\u1ef9 thu\u1eadt g\u1eb7p ph\u1ea3i trong qu\u00e1 tr\u00ecnh tri\u1ec3n khai<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Tr\u1edf ng\u1ea1i l\u1edbn nh\u1ea5t \u0111\u1ed1i v\u1edbi vi\u1ec7c tri\u1ec3n khai AI t\u1ea1i ch\u1ed7 l\u00e0 &quot;\u0111\u1ed9 kh\u00f3 k\u1ef9 thu\u1eadt&quot; c\u1ee7a n\u00f3.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Tr\u01b0\u1edbc ti\u00ean, b\u1ea1n c\u1ea7n nh\u1eefng chuy\u00ean gia nh\u01b0 k\u1ef9 s\u01b0 tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o v\u00e0 nh\u00e0 khoa h\u1ecdc d\u1eef li\u1ec7u. Nh\u00e0 khoa h\u1ecdc d\u1eef li\u1ec7u l\u00e0 ng\u01b0\u1eddi s\u1eed d\u1ee5ng th\u1ed1ng k\u00ea v\u00e0 m\u00e1y h\u1ecdc \u0111\u1ec3 ph\u00e2n t\u00edch d\u1eef li\u1ec7u.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">H\u01a1n n\u1eefa, ph\u00e1t tri\u1ec3n c\u01a1 s\u1edf h\u1ea1 t\u1ea7ng c\u0169ng r\u1ea5t quan tr\u1ecdng. C\u1ea7n c\u00f3 m\u1ed9t l\u01b0\u1ee3ng ki\u1ebfn th\u1ee9c r\u1ed9ng, bao g\u1ed3m thi\u1ebft k\u1ebf m\u00e1y ch\u1ee7 GPU, qu\u1ea3n l\u00fd l\u01b0u tr\u1eef v\u00e0 c\u1ea5u h\u00ecnh m\u1ea1ng. Ngo\u00e0i ra, giai \u0111o\u1ea1n &quot;ti\u1ec1n x\u1eed l\u00fd d\u1eef li\u1ec7u&quot; c\u0169ng r\u1ea5t quan tr\u1ecdng. \u0110i\u1ec1u n\u00e0y bao g\u1ed3m vi\u1ec7c chu\u1ea9n b\u1ecb d\u1eef li\u1ec7u \u1edf \u0111\u1ecbnh d\u1ea1ng d\u1ec5 d\u00e0ng cho AI h\u1ecdc h\u1ecfi, v\u00e0 th\u1ef1c t\u1ebf n\u00f3 chi\u1ebfm m\u1ed9t ph\u1ea7n l\u1edbn trong t\u1ed5ng kh\u1ed1i l\u01b0\u1ee3ng c\u00f4ng vi\u1ec7c.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">N\u00f3i c\u00e1ch kh\u00e1c, tri\u1ec3n khai AI t\u1ea1i ch\u1ed7 kh\u00f4ng ch\u1ec9 \u0111\u01a1n thu\u1ea7n l\u00e0 vi\u1ec7c gi\u1edbi thi\u1ec7u m\u1ed9t c\u00f4ng c\u1ee5; n\u00f3 \u0111\u00f2i h\u1ecfi &quot;chuy\u1ec3n \u0111\u1ed5i s\u1ed1 (DX) tr\u00ean to\u00e0n b\u1ed9 t\u1ed5 ch\u1ee9c.&quot;<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">T\u1ea7m quan tr\u1ecdng c\u1ee7a c\u1ea5u tr\u00fac v\u1eadn h\u00e0nh v\u00e0 ngu\u1ed3n nh\u00e2n l\u1ef1c<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Tri\u1ec3n khai AI t\u1ea1i ch\u1ed7 kh\u00f4ng ph\u1ea3i l\u00e0 m\u1ed9t gi\u1ea3i ph\u00e1p th\u1ef1c hi\u1ec7n m\u1ed9t l\u1ea7n; v\u1eadn h\u00e0nh li\u00ean t\u1ee5c l\u00e0 ch\u00eca kh\u00f3a d\u1eabn \u0111\u1ebfn th\u00e0nh c\u00f4ng.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0110\u1ed9 ch\u00ednh x\u00e1c c\u1ee7a c\u00e1c m\u00f4 h\u00ecnh AI c\u00f3 th\u1ec3 gi\u1ea3m d\u1ea7n theo th\u1eddi gian. Hi\u1ec7n t\u01b0\u1ee3ng n\u00e0y, \u0111\u01b0\u1ee3c g\u1ecdi l\u00e0 &quot;s\u1ef1 tr\u00f4i d\u1ea1t c\u1ee7a m\u00f4 h\u00ecnh&quot;, x\u1ea3y ra khi \u0111\u1ed9 ch\u00ednh x\u00e1c d\u1ef1 \u0111o\u00e1n gi\u1ea3m do s\u1ef1 thay \u0111\u1ed5i c\u1ee7a d\u1eef li\u1ec7u. Do \u0111\u00f3, vi\u1ec7c hu\u1ea5n luy\u1ec7n l\u1ea1i v\u00e0 \u0111\u00e1nh gi\u00e1 \u0111\u1ecbnh k\u1ef3 l\u00e0 c\u1ea7n thi\u1ebft.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">H\u01a1n n\u1eefa, vi\u1ec7c \u0111\u00e0o t\u1ea1o nh\u00e2n s\u1ef1 am hi\u1ec3u v\u1ec1 AI trong c\u00f4ng ty l\u00e0 v\u00f4 c\u00f9ng c\u1ea7n thi\u1ebft. N\u1ebfu thi\u1ebfu s\u1ef1 h\u1ee3p t\u00e1c gi\u1eefa nh\u00e2n vi\u00ean b\u00e1n h\u00e0ng v\u00e0 b\u1ed9 ph\u1eadn CNTT, AI s\u1ebd ch\u1ec9 tr\u1edf th\u00e0nh h\u00ecnh th\u1ee9c. C\u00e1c c\u00f4ng ty th\u00e0nh c\u00f4ng \u0111\u1ec1u th\u1ef1c hi\u1ec7n tri\u1ec7t \u0111\u1ec3 nh\u1eefng \u0111i\u1ec1u sau:<\/p>\n\n\n\n<ul class=\"wp-block-list\"><li>H\u00e3y b\u1eaft \u0111\u1ea7u t\u1eeb nh\u1eefng \u0111i\u1ec1u nh\u1ecf b\u00e9.<\/li><li>Thi\u1ebft l\u1eadp c\u00e1c ch\u1ec9 s\u1ed1 KPI r\u00f5 r\u00e0ng.<\/li><li>C\u1ea3i ti\u1ebfn li\u00ean t\u1ee5c<\/li><\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u0110i\u1ec1u n\u00e0y c\u00f3 ngh\u0129a l\u00e0 tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (AI) hi\u1ec7n \u0111ang \u0111\u01b0\u1ee3c li\u00ean k\u1ebft v\u1edbi gi\u00e1 tr\u1ecb kinh doanh th\u1ef1c t\u1ebf.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Nh\u1eefng \u0111\u1eb7c \u0111i\u1ec3m chung c\u1ee7a c\u00e1c c\u00f4ng ty th\u00e0nh c\u00f4ng<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">C\u00e1c c\u00f4ng ty tri\u1ec3n khai th\u00e0nh c\u00f4ng AI t\u1ea1i ch\u1ed7 \u0111\u1ec1u c\u00f3 m\u1ed9t s\u1ed1 \u0111i\u1ec3m chung.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Tr\u01b0\u1edbc h\u1ebft, m\u1ee5c ti\u00eau ph\u1ea3i r\u00f5 r\u00e0ng. N\u1ebfu vi\u1ec7c \u1ee9ng d\u1ee5ng tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o tr\u1edf th\u00e0nh m\u1ee5c ti\u00eau duy nh\u1ea5t, s\u1ebd r\u1ea5t kh\u00f3 \u0111\u1ea1t \u0111\u01b0\u1ee3c k\u1ebft qu\u1ea3. C\u00e1c m\u1ee5c ti\u00eau c\u1ee5 th\u1ec3, ch\u1eb3ng h\u1ea1n nh\u01b0 &quot;c\u1ea3i thi\u1ec7n hi\u1ec7u qu\u1ea3 ho\u1ea1t \u0111\u1ed9ng&quot;, l\u00e0 v\u00f4 c\u00f9ng quan tr\u1ecdng.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Ti\u1ebfp theo l\u00e0 t\u1ea7m quan tr\u1ecdng c\u1ee7a vi\u1ec7c c\u00f3 d\u1eef li\u1ec7u \u0111\u01b0\u1ee3c t\u1ed5 ch\u1ee9c t\u1ed1t. Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (AI) ph\u1ee5 thu\u1ed9c r\u1ea5t nhi\u1ec1u v\u00e0o ch\u1ea5t l\u01b0\u1ee3ng d\u1eef li\u1ec7u. Cho d\u00f9 AI c\u00f3 ti\u00ean ti\u1ebfn \u0111\u1ebfn \u0111\u00e2u, n\u00f3 c\u0169ng s\u1ebd kh\u00f4ng th\u1ec3 t\u1ea1o ra k\u1ebft qu\u1ea3 n\u1ebfu d\u1eef li\u1ec7u b\u1ecb ph\u00e2n t\u00e1n ho\u1eb7c kh\u00f4ng ch\u00ednh x\u00e1c.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Cu\u1ed1i c\u00f9ng, \u0111\u00f3 l\u00e0 &quot;s\u1ef1 th\u1ea5u hi\u1ec3u t\u1eeb ban qu\u1ea3n l\u00fd&quot;. Vi\u1ec7c tri\u1ec3n khai AI t\u1ea1i ch\u1ed7 \u0111\u00f2i h\u1ecfi c\u00e1c quy\u1ebft \u0111\u1ecbnh \u0111\u1ea7u t\u01b0, v\u00ec v\u1eady s\u1ef1 cam k\u1ebft c\u1ee7a ban qu\u1ea3n l\u00fd c\u1ea5p cao l\u00e0 r\u1ea5t quan tr\u1ecdng \u0111\u1ec3 \u0111\u1ea1t \u0111\u01b0\u1ee3c th\u00e0nh c\u00f4ng.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">X\u00e9t tr\u00ean nh\u1eefng \u0111i\u1ec3m n\u00e0y, c\u00f3 th\u1ec3 n\u00f3i r\u1eb1ng AI tri\u1ec3n khai t\u1ea1i ch\u1ed7 kh\u00f4ng ch\u1ec9 \u0111\u01a1n thu\u1ea7n l\u00e0 m\u1ed9t gi\u1ea3i ph\u00e1p CNTT, m\u00e0 c\u00f2n l\u00e0 &quot;m\u1ed9t ph\u1ea7n c\u1ee7a chi\u1ebfn l\u01b0\u1ee3c kinh doanh&quot;.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">b\u1ea3n t\u00f3m t\u1eaft<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (AI) tri\u1ec3n khai t\u1ea1i ch\u1ed7 l\u00e0 m\u1ed9t c\u00f4ng c\u1ee5 m\u1ea1nh m\u1ebd \u0111\u1ec3 t\u1ed1i \u01b0u h\u00f3a ho\u1ea1t \u0111\u1ed9ng kinh doanh m\u1ed9t c\u00e1ch hi\u1ec7u qu\u1ea3, \u0111\u1ed3ng th\u1eddi s\u1eed d\u1ee5ng d\u1eef li\u1ec7u n\u1ed9i b\u1ed9 c\u1ee7a c\u00f4ng ty m\u1ed9t c\u00e1ch an to\u00e0n.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">M\u1eb7c d\u00f9 mang l\u1ea1i nh\u1eefng l\u1ee3i th\u1ebf \u0111\u00e1ng k\u1ec3 v\u1ec1 b\u1ea3o m\u1eadt, kh\u1ea3 n\u0103ng t\u00f9y ch\u1ec9nh v\u00e0 hi\u1ec7u qu\u1ea3 chi ph\u00ed, vi\u1ec7c tri\u1ec3n khai h\u1ec7 th\u1ed1ng n\u00e0y \u0111\u00f2i h\u1ecfi chuy\u00ean m\u00f4n k\u1ef9 thu\u1eadt v\u00e0 thi\u1ebft l\u1eadp m\u1ed9t c\u1ea5u tr\u00fac t\u1ed5 ch\u1ee9c v\u1eefng m\u1ea1nh. Tuy nhi\u00ean, n\u1ebfu \u0111\u01b0\u1ee3c qu\u1ea3n l\u00fd \u0111\u00fang c\u00e1ch, n\u00f3 c\u00f3 ti\u1ec1m n\u0103ng n\u00e2ng cao \u0111\u00e1ng k\u1ec3 kh\u1ea3 n\u0103ng c\u1ea1nh tranh c\u1ee7a m\u1ed9t c\u00f4ng ty.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Trong t\u01b0\u01a1ng lai, &quot;tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o lai&quot; (hybrid AI), k\u1ebft h\u1ee3p gi\u1eefa gi\u1ea3i ph\u00e1p \u0111\u00e1m m\u00e2y v\u00e0 gi\u1ea3i ph\u00e1p t\u1ea1i ch\u1ed7, c\u00f3 kh\u1ea3 n\u0103ng s\u1ebd tr\u1edf n\u00ean ph\u1ed5 bi\u1ebfn. X\u00e1c \u0111\u1ecbnh gi\u1ea3i ph\u00e1p t\u1ed1i \u01b0u cho c\u00f4ng ty c\u1ee7a b\u1ea1n l\u00e0 b\u01b0\u1edbc \u0111\u1ea7u ti\u00ean d\u1eabn \u0111\u1ebfn th\u00e0nh c\u00f4ng.<\/p>","protected":false},"excerpt":{"rendered":"<p>\u30a4\u30f3\u30c8\u30ed\u30c0\u30af\u30b7\u30e7\u30f3 \u8fd1\u5e74\u3001AI\uff08\u4eba\u5de5\u77e5\u80fd\uff09\u306e\u6d3b\u7528\u304c\u4f01\u696d\u306e\u7af6\u4e89\u529b\u3092\u5927\u304d\u304f\u5de6\u53f3\u3059\u308b\u6642\u4ee3\u306b\u306a\u308a\u307e\u3057\u305f\u3002\u305d\u306e\u4e2d\u3067\u3082\u7279\u306b [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":12711,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"swell_btn_cv_data":"","footnotes":""},"categories":[34],"tags":[],"class_list":["post-12710","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai"],"_links":{"self":[{"href":"https:\/\/chat-messenger.com\/vi\/wp-json\/wp\/v2\/posts\/12710","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/chat-messenger.com\/vi\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/chat-messenger.com\/vi\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/chat-messenger.com\/vi\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/chat-messenger.com\/vi\/wp-json\/wp\/v2\/comments?post=12710"}],"version-history":[{"count":2,"href":"https:\/\/chat-messenger.com\/vi\/wp-json\/wp\/v2\/posts\/12710\/revisions"}],"predecessor-version":[{"id":12715,"href":"https:\/\/chat-messenger.com\/vi\/wp-json\/wp\/v2\/posts\/12710\/revisions\/12715"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/chat-messenger.com\/vi\/wp-json\/wp\/v2\/media\/12711"}],"wp:attachment":[{"href":"https:\/\/chat-messenger.com\/vi\/wp-json\/wp\/v2\/media?parent=12710"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/chat-messenger.com\/vi\/wp-json\/wp\/v2\/categories?post=12710"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/chat-messenger.com\/vi\/wp-json\/wp\/v2\/tags?post=12710"}],"curies":[{"name":"trang web","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}