{"id":3219,"date":"2026-08-05T23:07:11","date_gmt":"2026-08-05T16:07:11","guid":{"rendered":"https:\/\/blog.datacore.vn\/?p=3219"},"modified":"2026-08-05T23:07:16","modified_gmt":"2026-08-05T16:07:16","slug":"ai-uu-tien-du-lieu-microsoft-databricks","status":"publish","type":"post","link":"https:\/\/blog.datacore.vn\/vi\/ai-uu-tien-du-lieu-microsoft-databricks\/","title":{"rendered":"AI \u01afu Ti\u00ean D\u1eef Li\u1ec7u: Microsoft V\u00e0 Databricks B\u1ee9t Ph\u00e1 V\u1edbi H\u1ee3p T\u00e1c 2030 Cho K\u1ef7 Nguy\u00ean Th\u00f4ng Minh H\u01a1n"},"content":{"rendered":"<p class=\"wp-block-paragraph\">Quan h\u1ec7 \u0111\u1ed1i t\u00e1c m\u1edf r\u1ed9ng gi\u1eefa Microsoft v\u00e0 Databricks ph\u1ea3n \u00e1nh m\u1ed9t s\u1ef1 chuy\u1ec3n d\u1ecbch g\u1ea7n \u0111\u00e2y c\u1ee7a ng\u00e0nh theo h\u01b0\u1edbng AI \u01b0u ti\u00ean d\u1eef li\u1ec7u: AI doanh nghi\u1ec7p \u0111ang b\u01b0\u1edbc v\u00e0o m\u1ed9t giai \u0111o\u1ea1n m\u1edbi, n\u01a1i d\u1eef li\u1ec7u kinh doanh \u0111\u01b0\u1ee3c c\u1ea5u tr\u00fac t\u1ed1t - ch\u1ee9 kh\u00f4ng ch\u1ec9 ri\u00eang hi\u1ec7u su\u1ea5t m\u00f4 h\u00ecnh AI - s\u1ebd quy\u1ebft \u0111\u1ecbnh l\u1ee3i th\u1ebf c\u1ea1nh tranh d\u00e0i h\u1ea1n. Trong b\u00e0i vi\u1ebft n\u00e0y, ch\u00fang ta s\u1ebd t\u00ecm hi\u1ec3u s\u1ef1 chuy\u1ec3n d\u1ecbch AI \u01b0u ti\u00ean d\u1eef li\u1ec7u n\u00e0y c\u00f3 \u00fd ngh\u0129a g\u00ec, v\u00ec sao n\u00f3 quan tr\u1ecdng, v\u00e0 c\u00e1c t\u1ed5 ch\u1ee9c c\u00f3 th\u1ec3 chu\u1ea9n b\u1ecb nh\u01b0 th\u1ebf n\u00e0o cho giai \u0111o\u1ea1n ti\u1ebfp theo c\u1ee7a vi\u1ec7c \u00e1p d\u1ee5ng AI.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">C\u00e1c h\u00e3ng c\u00f4ng ngh\u1ec7 h\u00e0ng \u0111\u1ea7u b\u1eaft tay \u0111\u1ec3 m\u1edf r\u1ed9ng AI \u01b0u ti\u00ean d\u1eef li\u1ec7u<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/www.databricks.com\/company\/newsroom\/press-releases\/databricks-and-microsoft-expand-partnership-help-enterprises-bring\" target=\"_blank\" rel=\"noopener\"><mark>Microsoft v\u00e0 Databricks<\/mark><\/a> \u0111\u00e3 c\u00f4ng b\u1ed1 m\u1edf r\u1ed9ng \u0111\u00e1ng k\u1ec3 quan h\u1ec7 \u0111\u1ed1i t\u00e1c chi\u1ebfn l\u01b0\u1ee3c k\u00e9o d\u00e0i m\u1ed9t th\u1eadp k\u1ef7 c\u1ee7a hai b\u00ean, k\u00e9o d\u00e0i s\u1ef1 h\u1ee3p t\u00e1c n\u00e0y \u0111\u1ebfn nh\u1eefng n\u0103m 2030, v\u1edbi m\u1ee5c ti\u00eau chung l\u00e0 gi\u00fap doanh nghi\u1ec7p x\u00e2y d\u1ef1ng AI g\u1eafn li\u1ec1n v\u1edbi b\u1ed1i c\u1ea3nh kinh doanh ri\u00eang c\u1ee7a h\u1ecd.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Quan h\u1ec7 \u0111\u1ed1i t\u00e1c m\u1edf r\u1ed9ng n\u00e0y kh\u00f4ng ch\u1ec9 d\u1eebng l\u1ea1i \u1edf h\u1ea1 t\u1ea7ng. Databricks s\u1ebd t\u0103ng c\u01b0\u1eddng \u0111\u1ea7u t\u01b0 v\u00e0o Microsoft Azure b\u1eb1ng c\u00e1ch v\u1eadn h\u00e0nh nhi\u1ec1u h\u01a1n c\u00e1c ho\u1ea1t \u0111\u1ed9ng kinh doanh c\u1ed1t l\u00f5i v\u00e0 ph\u00e2n t\u00edch c\u1ee7a ch\u00ednh m\u00ecnh tr\u00ean Azure Databricks, \u0111\u1ed3ng th\u1eddi \u00e1p d\u1ee5ng b\u1ed9 vi x\u1eed l\u00fd Azure Cobalt m\u1edbi nh\u1ea5t c\u1ee7a Microsoft.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0110\u00e2y l\u00e0 m\u1ed9t v\u1ea5n \u0111\u1ec1 quan tr\u1ecdng \u0111\u1ed1i v\u1edbi nhi\u1ec1u t\u1ed5 ch\u1ee9c hi\u1ec7n nay: c\u00e1c m\u00f4 h\u00ecnh AI ng\u00e0y c\u00e0ng m\u1ea1nh m\u1ebd h\u01a1n, nh\u01b0ng v\u1eabn g\u1eb7p kh\u00f3 kh\u0103n trong vi\u1ec7c t\u1ea1o ra gi\u00e1 tr\u1ecb kinh doanh th\u1ef1c s\u1ef1 n\u1ebfu kh\u00f4ng c\u00f3 quy\u1ec1n truy c\u1eadp v\u00e0o d\u1eef li\u1ec7u, quy tr\u00ecnh v\u00e0 tri th\u1ee9c ri\u00eang c\u1ee7a t\u1ed5 ch\u1ee9c \u0111\u00f3. B\u1eb1ng c\u00e1ch k\u1ebft h\u1ee3p h\u1ec7 sinh th\u00e1i AI c\u1ee7a Microsoft v\u1edbi n\u1ec1n t\u1ea3ng d\u1eef li\u1ec7u c\u1ee7a Databricks, quan h\u1ec7 \u0111\u1ed1i t\u00e1c n\u00e0y h\u01b0\u1edbng t\u1edbi vi\u1ec7c gi\u00fap doanh nghi\u1ec7p x\u00e2y d\u1ef1ng AI c\u00f3 nh\u1eadn th\u1ee9c b\u1ed1i c\u1ea3nh t\u1ed1t h\u01a1n, \u0111\u01b0\u1ee3c qu\u1ea3n tr\u1ecb ch\u1eb7t ch\u1ebd h\u01a1n v\u00e0 d\u1ec5 m\u1edf r\u1ed9ng h\u01a1n tr\u00ean to\u00e0n doanh nghi\u1ec7p.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">S\u1ef1 thay \u0111\u1ed5i n\u00e0y m\u1edf \u0111\u01b0\u1eddng cho m\u1ed9t c\u00e1ch ti\u1ebfp c\u1eadn m\u1edbi \u0111\u1ed1i v\u1edbi AI doanh nghi\u1ec7p: chuy\u1ec3n d\u1ecbch t\u1eeb t\u01b0 duy <strong>model-first<\/strong> (\u01b0u ti\u00ean m\u00f4 h\u00ecnh) sang chi\u1ebfn l\u01b0\u1ee3c AI \u01b0u ti\u00ean d\u1eef li\u1ec7u <strong>data-first<\/strong> (\u01b0u ti\u00ean d\u1eef li\u1ec7u).<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"768\" src=\"https:\/\/blog.datacore.vn\/wp-content\/uploads\/2026\/08\/server-room-data-platform.webp\" alt=\"H\u1ea1 t\u1ea7ng AI \u01b0u ti\u00ean d\u1eef li\u1ec7u: ph\u00f2ng m\u00e1y ch\u1ee7 trung t\u00e2m d\u1eef li\u1ec7u doanh nghi\u1ec7p\" class=\"wp-image-3224\" srcset=\"https:\/\/blog.datacore.vn\/wp-content\/uploads\/2026\/08\/server-room-data-platform.webp 1024w, https:\/\/blog.datacore.vn\/wp-content\/uploads\/2026\/08\/server-room-data-platform-300x225.webp 300w, https:\/\/blog.datacore.vn\/wp-content\/uploads\/2026\/08\/server-room-data-platform-768x576.webp 768w, https:\/\/blog.datacore.vn\/wp-content\/uploads\/2026\/08\/server-room-data-platform-16x12.webp 16w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">Cu\u1ed9c tr\u00f2 chuy\u1ec7n v\u1ec1 AI doanh nghi\u1ec7p \u0111ang thay \u0111\u1ed5i<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Trong hai n\u0103m qua, AI doanh nghi\u1ec7p ph\u1ea7n l\u1edbn \u0111\u01b0\u1ee3c th\u00fac \u0111\u1ea9y b\u1edfi m\u1ed9t c\u00e2u h\u1ecfi duy nh\u1ea5t: <strong>Doanh nghi\u1ec7p n\u00ean ch\u1ecdn m\u00f4 h\u00ecnh ng\u00f4n ng\u1eef l\u1edbn n\u00e0o?<\/strong> C\u00e1c doanh nghi\u1ec7p \u0111\u00e3 so s\u00e1nh GPT, Claude, Gemini v\u00e0 c\u00e1c m\u00f4 h\u00ecnh h\u00e0ng \u0111\u1ea7u kh\u00e1c trong khi \u0111ua nhau \u00e1p d\u1ee5ng c\u00e1c tr\u1ee3 l\u00fd AI, copilot v\u00e0 c\u00f4ng c\u1ee5 t\u1ef1 \u0111\u1ed9ng h\u00f3a. Gi\u1ea3 \u0111\u1ecbnh r\u1ea5t \u0111\u01a1n gi\u1ea3n: m\u1ed9t m\u00f4 h\u00ecnh m\u1ea1nh h\u01a1n t\u1ef1 nhi\u00ean s\u1ebd mang l\u1ea1i k\u1ebft qu\u1ea3 kinh doanh t\u1ed1t h\u01a1n.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Ng\u00e0y nay, gi\u1ea3 \u0111\u1ecbnh \u0111\u00f3 \u0111ang b\u1eaft \u0111\u1ea7u thay \u0111\u1ed5i. M\u1eb7c d\u00f9 c\u00e1c t\u00edch h\u1ee3p k\u1ef9 thu\u1eadt l\u00e0 \u0111\u00e1ng k\u1ec3, quan h\u1ec7 \u0111\u1ed1i t\u00e1c m\u1edf r\u1ed9ng c\u1ee7a Microsoft v\u1edbi Databricks ph\u1ea3n \u00e1nh m\u1ed9t s\u1ef1 thay \u0111\u1ed5i l\u1edbn h\u01a1n trong c\u00e1ch c\u00e1c t\u1ed5 ch\u1ee9c ti\u1ebfp c\u1eadn AI doanh nghi\u1ec7p. Thay v\u00ec ch\u1ec9 t\u1eadp trung v\u00e0o hi\u1ec7u su\u1ea5t m\u00f4 h\u00ecnh, cu\u1ed9c tr\u00f2 chuy\u1ec7n \u0111ang chuy\u1ec3n h\u01b0\u1edbng sang m\u1ed9t th\u00e1ch th\u1ee9c th\u1ef1c t\u1ebf h\u01a1n - l\u00e0m th\u1ebf n\u00e0o \u0111\u1ec3 AI c\u00f3 th\u1ec3 hi\u1ec3u \u0111\u01b0\u1ee3c b\u1ed1i c\u1ea3nh kinh doanh ri\u00eang c\u1ee7a m\u1ed9t t\u1ed5 ch\u1ee9c.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">H\u00e3y xem x\u00e9t m\u1ed9t tr\u1ee3 l\u00fd AI h\u1ed7 tr\u1ee3 \u0111\u1ed9i ng\u0169 b\u00e1n h\u00e0ng. Tr\u1ee3 l\u00fd n\u00e0y c\u00f3 th\u1ec3 hi\u1ec3u c\u00e1ch th\u1ee9c ho\u1ea1t \u0111\u1ed9ng c\u1ee7a chi\u1ebfn l\u01b0\u1ee3c b\u00e1n h\u00e0ng n\u00f3i chung, nh\u01b0ng kh\u00f4ng th\u1ec3 \u0111\u1ec1 xu\u1ea5t kh\u00e1ch h\u00e0ng ti\u1ec1m n\u0103ng t\u1ed1t nh\u1ea5t ti\u1ebfp theo n\u1ebfu kh\u00f4ng c\u00f3 kh\u1ea3 n\u0103ng nh\u00ecn th\u1ea5y d\u1eef li\u1ec7u CRM c\u1ee7a c\u00f4ng ty. T\u01b0\u01a1ng t\u1ef1, m\u1ed9t tr\u1ee3 l\u00fd d\u1ecbch v\u1ee5 kh\u00e1ch h\u00e0ng d\u00f9ng AI kh\u00f4ng th\u1ec3 cung c\u1ea5p th\u00f4ng tin c\u1eadp nh\u1eadt \u0111\u01a1n h\u00e0ng ch\u00ednh x\u00e1c ho\u1eb7c gi\u1ea3i th\u00edch ch\u00ednh s\u00e1ch \u0111\u1ed5i tr\u1ea3 m\u1edbi nh\u1ea5t n\u1ebfu kh\u00f4ng th\u1ec3 truy xu\u1ea5t th\u00f4ng tin t\u1eeb c\u00e1c h\u1ec7 th\u1ed1ng kinh doanh n\u1ed9i b\u1ed9.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">M\u1eb7t kh\u00e1c, h\u1ea7u h\u1ebft c\u00e1c doanh nghi\u1ec7p v\u1eadn h\u00e0nh h\u00e0ng ch\u1ee5c h\u1ec7 th\u1ed1ng, m\u1ed7i h\u1ec7 th\u1ed1ng ph\u1ee5c v\u1ee5 m\u1ed9t ch\u1ee9c n\u0103ng kh\u00e1c nhau. D\u1eef li\u1ec7u kh\u00e1ch h\u00e0ng c\u00f3 th\u1ec3 n\u1eb1m trong n\u1ec1n t\u1ea3ng CRM, th\u00f4ng tin t\u00e0i ch\u00ednh trong h\u1ec7 th\u1ed1ng ERP, b\u00e1o c\u00e1o v\u1eadn h\u00e0nh trong kho d\u1eef li\u1ec7u, trong khi t\u00e0i li\u1ec7u s\u1ea3n ph\u1ea9m v\u00e0 ch\u00ednh s\u00e1ch c\u00f4ng ty l\u1ea1i n\u1eb1m r\u1ea3i r\u00e1c tr\u00ean c\u00e1c n\u1ec1n t\u1ea3ng l\u01b0u tr\u1eef \u0111\u00e1m m\u00e2y ho\u1eb7c c\u00f4ng c\u1ee5 c\u1ed9ng t\u00e1c.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Khi c\u00e1c h\u1ec7 th\u1ed1ng n\u00e0y kh\u00f4ng \u0111\u01b0\u1ee3c k\u1ebft n\u1ed1i v\u1edbi nhau, AI ch\u1ec9 nh\u1eadn \u0111\u01b0\u1ee3c nh\u1eefng m\u1ea3nh th\u00f4ng tin r\u1eddi r\u1ea1c m\u00e0 n\u00f3 c\u1ea7n. K\u1ebft qu\u1ea3 l\u00e0 c\u00e1c ph\u1ea3n h\u1ed3i kh\u00f4ng nh\u1ea5t qu\u00e1n, th\u00f4ng tin chi ti\u1ebft kh\u00f4ng \u0111\u1ea7y \u0111\u1ee7, v\u00e0 s\u1ef1 tin t\u01b0\u1edfng h\u1ea1n ch\u1ebf t\u1eeb ng\u01b0\u1eddi d\u00f9ng doanh nghi\u1ec7p. Khi c\u00e1c t\u1ed5 ch\u1ee9c m\u1edf r\u1ed9ng AI ra nhi\u1ec1u ph\u00f2ng ban, nh\u1eefng v\u1ea5n \u0111\u1ec1 n\u00e0y c\u00e0ng tr\u1edf n\u00ean r\u00f5 r\u00e0ng h\u01a1n.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0110\u00e2y l\u00e0 l\u00fd do c\u00e1c c\u00f4ng ty c\u00f4ng ngh\u1ec7 h\u00e0ng \u0111\u1ea7u \u0111ang \u0111\u1ea7u t\u01b0 v\u01b0\u1ee3t ra ngo\u00e0i b\u1ea3n th\u00e2n c\u00e1c m\u00f4 h\u00ecnh AI. \u0110\u1ec3 gi\u00fap AI t\u1ea1o ra th\u00f4ng tin chi ti\u1ebft \u0111\u00e1ng tin c\u1eady, ph\u00f9 h\u1ee3p v\u1edbi ho\u1ea1t \u0111\u1ed9ng kinh doanh, c\u00e1c n\u1ec1n t\u1ea3ng d\u1eef li\u1ec7u hi\u1ec7n \u0111\u1ea1i c\u00f3 kh\u1ea3 n\u0103ng k\u1ebft n\u1ed1i, qu\u1ea3n l\u00fd v\u00e0 t\u1ed5 ch\u1ee9c d\u1eef li\u1ec7u doanh nghi\u1ec7p \u0111ang tr\u1edf th\u00e0nh y\u1ebfu t\u1ed1 then ch\u1ed1t. Nh\u1eefng t\u1ed5 ch\u1ee9c chi\u1ebfn th\u1eafng trong giai \u0111o\u1ea1n ti\u1ebfp theo c\u1ee7a AI s\u1ebd l\u00e0 nh\u1eefng t\u1ed5 ch\u1ee9c k\u1ebft h\u1ee3p AI m\u1ea1nh m\u1ebd v\u1edbi d\u1eef li\u1ec7u kinh doanh \u0111\u00e1ng tin c\u1eady, \u0111\u01b0\u1ee3c k\u1ebft n\u1ed1i t\u1ed1t - bi\u1ebfn tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o chung chung th\u00e0nh k\u1ebft qu\u1ea3 kinh doanh c\u00f3 \u00fd ngh\u0129a.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0110\u1ed1i v\u1edbi c\u00e1c nh\u00e0 l\u00e3nh \u0111\u1ea1o doanh nghi\u1ec7p, \u0111i\u1ec1u n\u00e0y \u0111\u1ea1i di\u1ec7n cho m\u1ed9t s\u1ef1 thay \u0111\u1ed5i quan tr\u1ecdng trong t\u01b0 duy. Thay v\u00ec h\u1ecfi <em>\"Ch\u00fang ta n\u00ean \u00e1p d\u1ee5ng m\u00f4 h\u00ecnh AI n\u00e0o?\"<\/em>, c\u00e1c t\u1ed5 ch\u1ee9c n\u00ean b\u1eaft \u0111\u1ea7u h\u1ecfi:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>AI c\u00f3 th\u1ec3 truy c\u1eadp an to\u00e0n v\u00e0o th\u00f4ng tin m\u00e0 doanh nghi\u1ec7p c\u1ee7a ch\u00fang ta ph\u1ee5 thu\u1ed9c v\u00e0o kh\u00f4ng?<\/li>\n\n\n\n<li>D\u1eef li\u1ec7u c\u1ee7a ch\u00fang ta c\u00f3 nh\u1ea5t qu\u00e1n tr\u00ean c\u00e1c h\u1ec7 th\u1ed1ng kh\u00e1c nhau kh\u00f4ng?<\/li>\n\n\n\n<li>AI c\u00f3 th\u1ec3 cung c\u1ea5p c\u00e2u tr\u1ea3 l\u1eddi ph\u1ea3n \u00e1nh \u0111\u00fang c\u00e1ch doanh nghi\u1ec7p c\u1ee7a ch\u00fang ta th\u1ef1c s\u1ef1 v\u1eadn h\u00e0nh kh\u00f4ng?<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">Nh\u1eefng c\u00e2u h\u1ecfi n\u00e0y \u0111\u1ecbnh h\u00ecnh giai \u0111o\u1ea1n ti\u1ebfp theo c\u1ee7a AI doanh nghi\u1ec7p.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"499\" height=\"283\" src=\"https:\/\/blog.datacore.vn\/wp-content\/uploads\/2026\/08\/big-data-visualization.jpg\" alt=\"Tr\u1ef1c quan h\u00f3a d\u1eef li\u1ec7u l\u1edbn \u0111\u1ea1i di\u1ec7n cho d\u1eef li\u1ec7u kinh doanh doanh nghi\u1ec7p\" class=\"wp-image-3228\" srcset=\"https:\/\/blog.datacore.vn\/wp-content\/uploads\/2026\/08\/big-data-visualization.jpg 499w, https:\/\/blog.datacore.vn\/wp-content\/uploads\/2026\/08\/big-data-visualization-300x170.jpg 300w, https:\/\/blog.datacore.vn\/wp-content\/uploads\/2026\/08\/big-data-visualization-18x10.jpg 18w\" sizes=\"auto, (max-width: 499px) 100vw, 499px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">C\u00e1ch doanh nghi\u1ec7p x\u00e2y d\u1ef1ng chi\u1ebfn l\u01b0\u1ee3c AI \u01b0u ti\u00ean d\u1eef li\u1ec7u (data-first)<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">M\u1ed9t chi\u1ebfn l\u01b0\u1ee3c AI doanh nghi\u1ec7p th\u00e0nh c\u00f4ng b\u1eaft \u0111\u1ea7u t\u1eeb c\u00e1c m\u1ee5c ti\u00eau kinh doanh r\u00f5 r\u00e0ng, nh\u01b0ng c\u0169ng ph\u1ee5 thu\u1ed9c v\u00e0o m\u1ed9t n\u1ec1n t\u1ea3ng d\u1eef li\u1ec7u c\u00f3 th\u1ec3 h\u1ed7 tr\u1ee3 t\u0103ng tr\u01b0\u1edfng d\u00e0i h\u1ea1n. Khi c\u00e1c t\u1ed5 ch\u1ee9c chuy\u1ec3n t\u1eeb giai \u0111o\u1ea1n th\u1eed nghi\u1ec7m sang \u00e1p d\u1ee5ng tr\u00ean to\u00e0n doanh nghi\u1ec7p, n\u0103m \u01b0u ti\u00ean sau n\u00ean \u0111\u1ecbnh h\u01b0\u1edbng c\u00e1ch ti\u1ebfp c\u1eadn c\u1ee7a h\u1ecd.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/blog.datacore.vn\/wp-content\/uploads\/2026\/07\/Untitled-design.jpg\" alt=\"Microsoft v\u00e0 Databricks m\u1edf r\u1ed9ng quan h\u1ec7 \u0111\u1ed1i t\u00e1c AI 2026\"\/><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\">1. K\u1ebft n\u1ed1i d\u1eef li\u1ec7u tr\u00ean to\u00e0n h\u1ec7 th\u1ed1ng kinh doanh<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">AI t\u1ea1o ra gi\u00e1 tr\u1ecb l\u1edbn nh\u1ea5t khi c\u00f3 th\u1ec3 truy c\u1eadp th\u00f4ng tin t\u1eeb nhi\u1ec1u ch\u1ee9c n\u0103ng thay v\u00ec c\u00e1c \u1ee9ng d\u1ee5ng ri\u00eang l\u1ebb. K\u1ebft n\u1ed1i d\u1eef li\u1ec7u gi\u1eefa c\u00e1c b\u1ed9 ph\u1eadn b\u00e1n h\u00e0ng, t\u00e0i ch\u00ednh, v\u1eadn h\u00e0nh v\u00e0 ch\u0103m s\u00f3c kh\u00e1ch h\u00e0ng gi\u00fap AI c\u00f3 \u0111\u01b0\u1ee3c b\u1ed1i c\u1ea3nh c\u1ea7n thi\u1ebft \u0111\u1ec3 t\u1ea1o ra th\u00f4ng tin chi ti\u1ebft ch\u00ednh x\u00e1c h\u01a1n.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">2. C\u1ea3i thi\u1ec7n ch\u1ea5t l\u01b0\u1ee3ng d\u1eef li\u1ec7u<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">AI \u0111\u00e1ng tin c\u1eady ph\u1ee5 thu\u1ed9c v\u00e0o d\u1eef li\u1ec7u \u0111\u00e1ng tin c\u1eady. Lo\u1ea1i b\u1ecf d\u1eef li\u1ec7u tr\u00f9ng l\u1eb7p, chu\u1ea9n h\u00f3a c\u00e1c th\u00f4ng tin kinh doanh quan tr\u1ecdng, v\u00e0 gi\u1eef cho d\u1eef li\u1ec7u lu\u00f4n \u0111\u01b0\u1ee3c c\u1eadp nh\u1eadt gi\u00fap c\u1ea3i thi\u1ec7n \u0111\u1ed9 ch\u00ednh x\u00e1c c\u1ee7a c\u00e1c \u0111\u1ec1 xu\u1ea5t do AI t\u1ea1o ra v\u00e0 gi\u1ea3m nguy c\u01a1 k\u1ebft qu\u1ea3 kh\u00f4ng nh\u1ea5t qu\u00e1n.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">3. X\u00e2y d\u1ef1ng n\u1ec1n t\u1ea3ng d\u1eef li\u1ec7u c\u00f3 kh\u1ea3 n\u0103ng m\u1edf r\u1ed9ng<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Nhi\u1ec1u t\u1ed5 ch\u1ee9c b\u1eaft \u0111\u1ea7u v\u1edbi m\u1ed9t ho\u1eb7c hai tr\u01b0\u1eddng h\u1ee3p s\u1eed d\u1ee5ng AI tr\u01b0\u1edbc khi m\u1edf r\u1ed9ng sang ph\u00e2n t\u00edch, t\u1ef1 \u0111\u1ed9ng h\u00f3a ho\u1eb7c c\u00e1c AI agent. M\u1ed9t n\u1ec1n t\u1ea3ng d\u1eef li\u1ec7u c\u00f3 kh\u1ea3 n\u0103ng m\u1edf r\u1ed9ng cho ph\u00e9p tri\u1ec3n khai c\u00e1c \u1ee9ng d\u1ee5ng AI m\u1edbi m\u00e0 kh\u00f4ng c\u1ea7n x\u00e2y d\u1ef1ng l\u1ea1i ki\u1ebfn tr\u00fac n\u1ec1n t\u1ea3ng nhi\u1ec1u l\u1ea7n.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">4. B\u1ea3o v\u1ec7 th\u00f4ng tin doanh nghi\u1ec7p<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Khi AI c\u00f3 quy\u1ec1n truy c\u1eadp v\u00e0o tri th\u1ee9c kinh doanh, b\u1ea3o m\u1eadt v\u00e0 qu\u1ea3n tr\u1ecb tr\u1edf n\u00ean ng\u00e0y c\u00e0ng quan tr\u1ecdng. C\u00e1c t\u1ed5 ch\u1ee9c n\u00ean \u0111\u1ea3m b\u1ea3o r\u1eb1ng nh\u00e2n vi\u00ean v\u00e0 \u1ee9ng d\u1ee5ng AI ch\u1ec9 c\u00f3 th\u1ec3 truy c\u1eadp th\u00f4ng tin ph\u00f9 h\u1ee3p v\u1edbi vai tr\u00f2 c\u1ee7a h\u1ecd, \u0111\u1ed3ng th\u1eddi duy tr\u00ec tu\u00e2n th\u1ee7 c\u00e1c ch\u00ednh s\u00e1ch n\u1ed9i b\u1ed9 v\u00e0 y\u00eau c\u1ea7u ph\u00e1p l\u00fd.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">5. \u0110o l\u01b0\u1eddng t\u00e1c \u0111\u1ed9ng kinh doanh<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Th\u00e0nh c\u00f4ng c\u1ee7a AI n\u00ean \u0111\u01b0\u1ee3c \u0111\u00e1nh gi\u00e1 d\u1ef1a tr\u00ean k\u1ebft qu\u1ea3 kinh doanh ch\u1ee9 kh\u00f4ng ph\u1ea3i s\u1ed1 l\u01b0\u1ee3ng c\u00f4ng c\u1ee5 AI \u0111\u01b0\u1ee3c tri\u1ec3n khai. Vi\u1ec7c ra quy\u1ebft \u0111\u1ecbnh nhanh h\u01a1n, n\u0103ng su\u1ea5t cao h\u01a1n, tr\u1ea3i nghi\u1ec7m kh\u00e1ch h\u00e0ng t\u1ed1t h\u01a1n v\u00e0 hi\u1ec7u qu\u1ea3 v\u1eadn h\u00e0nh l\u00e0 nh\u1eefng ch\u1ec9 s\u1ed1 c\u00f3 \u00fd ngh\u0129a h\u01a1n nhi\u1ec1u so v\u1edbi vi\u1ec7c ch\u1ec9 \u00e1p d\u1ee5ng c\u00f4ng ngh\u1ec7.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"960\" height=\"593\" src=\"https:\/\/blog.datacore.vn\/wp-content\/uploads\/2026\/08\/cloud-computing-azure-databricks.jpg\" alt=\"M\u1ea1ng \u0111i\u1ec7n to\u00e1n \u0111\u00e1m m\u00e2y \u0111\u1ea1i di\u1ec7n cho t\u00edch h\u1ee3p Microsoft Azure v\u00e0 Databricks\" class=\"wp-image-3232\" srcset=\"https:\/\/blog.datacore.vn\/wp-content\/uploads\/2026\/08\/cloud-computing-azure-databricks.jpg 960w, https:\/\/blog.datacore.vn\/wp-content\/uploads\/2026\/08\/cloud-computing-azure-databricks-300x185.jpg 300w, https:\/\/blog.datacore.vn\/wp-content\/uploads\/2026\/08\/cloud-computing-azure-databricks-768x474.jpg 768w, https:\/\/blog.datacore.vn\/wp-content\/uploads\/2026\/08\/cloud-computing-azure-databricks-18x12.jpg 18w\" sizes=\"auto, (max-width: 960px) 100vw, 960px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">X\u00e2y d\u1ef1ng n\u1ec1n t\u1ea3ng v\u1eefng ch\u1eafc cho AI doanh nghi\u1ec7p<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">C\u00e1c m\u00f4 h\u00ecnh AI s\u1ebd ti\u1ebfp t\u1ee5c ph\u00e1t tri\u1ec3n - d\u00f9 \u0111\u00f3 l\u00e0 copilot h\u1ed7 tr\u1ee3 nh\u00e2n vi\u00ean, c\u00e1c AI agent t\u1ef1 \u0111\u1ed9ng c\u00f3 kh\u1ea3 n\u0103ng th\u1ef1c hi\u1ec7n c\u00e1c t\u00e1c v\u1ee5 kinh doanh, hay nh\u1eefng \u0111\u1ed5i m\u1edbi m\u1edbi ch\u01b0a xu\u1ea5t hi\u1ec7n. Tuy nhi\u00ean, m\u1ed9t nguy\u00ean t\u1eafc kh\u00f3 c\u00f3 th\u1ec3 thay \u0111\u1ed5i: nh\u1eefng t\u1ed5 ch\u1ee9c thu \u0111\u01b0\u1ee3c l\u1ee3i \u00edch l\u1edbn nh\u1ea5t t\u1eeb AI s\u1ebd l\u00e0 nh\u1eefng t\u1ed5 ch\u1ee9c \u0111\u00e3 \u0111\u1ea7u t\u01b0 \u0111\u1ec3 l\u00e0m cho d\u1eef li\u1ec7u kinh doanh c\u1ee7a h\u1ecd c\u00f3 th\u1ec3 truy c\u1eadp \u0111\u01b0\u1ee3c, \u0111\u01b0\u1ee3c k\u1ebft n\u1ed1i, v\u00e0 s\u1eb5n s\u00e0ng h\u1ed7 tr\u1ee3 vi\u1ec7c ra quy\u1ebft \u0111\u1ecbnh th\u00f4ng minh.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">X\u00e2y d\u1ef1ng n\u1ec1n t\u1ea3ng n\u00e0y \u0111\u00f2i h\u1ecfi c\u1ea3 c\u00f4ng ngh\u1ec7 l\u1eabn chuy\u00ean m\u00f4n. T\u1eeb vi\u1ec7c thi\u1ebft k\u1ebf ki\u1ebfn tr\u00fac d\u1eef li\u1ec7u \u0111\u1ebfn t\u00edch h\u1ee3p c\u00e1c h\u1ec7 th\u1ed1ng doanh nghi\u1ec7p v\u00e0 h\u1ed7 tr\u1ee3 c\u00e1c n\u1ec1n t\u1ea3ng s\u1eb5n s\u00e0ng cho AI, c\u00e1c \u0111\u1ed1i t\u00e1c gi\u00e0u kinh nghi\u1ec7m nh\u01b0 DataCore c\u00f3 th\u1ec3 gi\u00fap t\u1ed5 ch\u1ee9c gi\u1ea3m \u0111\u1ed9 ph\u1ee9c t\u1ea1p v\u00e0 h\u1ea1 th\u1ea5p r\u1ee7i ro tri\u1ec3n khai.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">T\u1ea1i DataCore, ch\u00fang t\u00f4i gi\u00fap c\u00e1c t\u1ed5 ch\u1ee9c bi\u1ebfn d\u1eef li\u1ec7u th\u00e0nh t\u00e0i s\u1ea3n chi\u1ebfn l\u01b0\u1ee3c. B\u00ean c\u1ea1nh vi\u1ec7c cung c\u1ea5p <a href=\"https:\/\/datacore.vn\/vi\/get-data\/data-domains\" target=\"_blank\" rel=\"noopener\"><mark>b\u1ed9 d\u1eef li\u1ec7u ch\u1ea5t l\u01b0\u1ee3ng cao<\/mark><\/a> v\u00e0 c\u00e1c d\u1ecbch v\u1ee5 nghi\u00ean c\u1ee9u, ch\u00fang t\u00f4i h\u1ee3p t\u00e1c v\u1edbi doanh nghi\u1ec7p \u0111\u1ec3 thi\u1ebft k\u1ebf v\u00e0 tri\u1ec3n khai c\u00e1c n\u1ec1n t\u1ea3ng d\u1eef li\u1ec7u hi\u1ec7n \u0111\u1ea1i, h\u1ea1 t\u1ea7ng s\u1eb5n s\u00e0ng cho AI, v\u00e0 ki\u1ebfn tr\u00fac c\u00f3 kh\u1ea3 n\u0103ng m\u1edf r\u1ed9ng h\u1ed7 tr\u1ee3 ph\u00e2n t\u00edch, AI v\u00e0 chuy\u1ec3n \u0111\u1ed5i s\u1ed1. M\u1ee5c ti\u00eau c\u1ee7a ch\u00fang t\u00f4i l\u00e0 \u0111\u1ea3m b\u1ea3o c\u00e1c t\u1ed5 ch\u1ee9c c\u00f3 th\u1ec3 t\u1ea1o ra gi\u00e1 tr\u1ecb kinh doanh l\u00e2u d\u00e0i t\u1eeb d\u1eef li\u1ec7u \u0111\u00e1ng tin c\u1eady v\u00e0 vi\u1ec7c \u00e1p d\u1ee5ng AI b\u1ec1n v\u1eefng.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0110\u1ec3 t\u00ecm hi\u1ec3u th\u00eam v\u1ec1 c\u00e1ch ch\u1ea5t l\u01b0\u1ee3ng d\u1eef li\u1ec7u v\u00e0 n\u1ec1n t\u1ea3ng hi\u1ec7n \u0111\u1ea1i \u0111\u1ecbnh h\u00ecnh k\u1ebft qu\u1ea3 AI trong th\u1ef1c t\u1ebf, xem th\u00eam b\u00e0i vi\u1ebft li\u00ean quan v\u1ec1 <a href=\"https:\/\/blog.datacore.vn\/vi\/lam-sach-du-lieu-ai-viet-nam\/\">s\u00e1ng ki\u1ebfn ch\u1ea5t l\u01b0\u1ee3ng d\u1eef li\u1ec7u AI<\/a> t\u1ea1i Vi\u1ec7t Nam.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">N\u1ebfu b\u1ea1n \u0111ang l\u00ean k\u1ebf ho\u1ea1ch cho s\u00e1ng ki\u1ebfn AI ti\u1ebfp theo, h\u00e3y b\u1eaft \u0111\u1ea7u v\u1edbi n\u1ec1n t\u1ea3ng \u0111\u00fang \u0111\u1eafn. <a href=\"https:\/\/datacore.vn\/vi\/custom-data-request\" target=\"_blank\" rel=\"noopener\"><mark>Li\u00ean h\u1ec7 DataCore<\/mark><\/a> \u0111\u1ec3 \u0111\u00e1nh gi\u00e1 m\u1ee9c \u0111\u1ed9 s\u1eb5n s\u00e0ng v\u1ec1 d\u1eef li\u1ec7u v\u00e0 AI c\u1ee7a b\u1ea1n, kh\u00e1m ph\u00e1 t\u00ednh kh\u1ea3 thi k\u1ef9 thu\u1eadt cho use case c\u1ee7a b\u1ea1n, v\u00e0 x\u00e2y d\u1ef1ng l\u1ed9 tr\u00ecnh th\u1ef1c t\u1ebf cho vi\u1ec7c tri\u1ec3n khai ph\u00f9 h\u1ee3p v\u1edbi m\u1ee5c ti\u00eau kinh doanh c\u1ee7a b\u1ea1n.<\/p>","protected":false},"excerpt":{"rendered":"<p>AI \u01b0u ti\u00ean d\u1eef li\u1ec7u l\u00e0 xu h\u01b0\u1edbng m\u1edbi: Microsoft v\u00e0 Databricks m\u1edf r\u1ed9ng h\u1ee3p t\u00e1c, b\u00e1o hi\u1ec7u doanh nghi\u1ec7p chuy\u1ec3n t\u1eeb \u01b0u ti\u00ean m\u00f4 h\u00ecnh sang \u01b0u ti\u00ean d\u1eef li\u1ec7u \u0111\u1ec3 gi\u1eef l\u1ee3i th\u1ebf c\u1ea1nh tranh.<\/p>","protected":false},"author":19,"featured_media":3139,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"content-type":"","_uag_custom_page_level_css":"","_swt_meta_header_display":false,"_swt_meta_footer_display":false,"_swt_meta_site_title_display":false,"_swt_meta_sticky_header":false,"_swt_meta_transparent_header":false,"footnotes":""},"categories":[19],"tags":[2426,1359,2428],"class_list":["post-3219","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-blog-vi","tag-dc-2026-w32-vi-vi","tag-enterprise-ai-vi","tag-nen-tang-du-lieu-vi-vi"],"uagb_featured_image_src":{"full":["https:\/\/blog.datacore.vn\/wp-content\/uploads\/2026\/07\/microsoft-databricks.jpg",2240,1260,false],"thumbnail":["https:\/\/blog.datacore.vn\/wp-content\/uploads\/2026\/07\/microsoft-databricks-150x150.jpg",150,150,true],"medium":["https:\/\/blog.datacore.vn\/wp-content\/uploads\/2026\/07\/microsoft-databricks-300x169.jpg",300,169,true],"medium_large":["https:\/\/blog.datacore.vn\/wp-content\/uploads\/2026\/07\/microsoft-databricks-768x432.jpg",768,432,true],"large":["https:\/\/blog.datacore.vn\/wp-content\/uploads\/2026\/07\/microsoft-databricks-1024x576.jpg",1024,576,true],"1536x1536":["https:\/\/blog.datacore.vn\/wp-content\/uploads\/2026\/07\/microsoft-databricks-1536x864.jpg",1536,864,true],"2048x2048":["https:\/\/blog.datacore.vn\/wp-content\/uploads\/2026\/07\/microsoft-databricks-2048x1152.jpg",2048,1152,true],"trp-custom-language-flag":["https:\/\/blog.datacore.vn\/wp-content\/uploads\/2026\/07\/microsoft-databricks-18x10.jpg",18,10,true]},"uagb_author_info":{"display_name":"DataCore Marketing","author_link":"https:\/\/blog.datacore.vn\/vi\/author\/datacore_marketing\/"},"uagb_comment_info":0,"uagb_excerpt":"AI \u01b0u ti\u00ean d\u1eef li\u1ec7u l\u00e0 xu h\u01b0\u1edbng m\u1edbi: Microsoft v\u00e0 Databricks m\u1edf r\u1ed9ng h\u1ee3p t\u00e1c, b\u00e1o hi\u1ec7u doanh nghi\u1ec7p chuy\u1ec3n t\u1eeb \u01b0u ti\u00ean m\u00f4 h\u00ecnh sang \u01b0u ti\u00ean d\u1eef li\u1ec7u \u0111\u1ec3 gi\u1eef l\u1ee3i th\u1ebf c\u1ea1nh tranh.","_links":{"self":[{"href":"https:\/\/blog.datacore.vn\/vi\/wp-json\/wp\/v2\/posts\/3219","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/blog.datacore.vn\/vi\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/blog.datacore.vn\/vi\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/blog.datacore.vn\/vi\/wp-json\/wp\/v2\/users\/19"}],"replies":[{"embeddable":true,"href":"https:\/\/blog.datacore.vn\/vi\/wp-json\/wp\/v2\/comments?post=3219"}],"version-history":[{"count":3,"href":"https:\/\/blog.datacore.vn\/vi\/wp-json\/wp\/v2\/posts\/3219\/revisions"}],"predecessor-version":[{"id":3250,"href":"https:\/\/blog.datacore.vn\/vi\/wp-json\/wp\/v2\/posts\/3219\/revisions\/3250"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/blog.datacore.vn\/vi\/wp-json\/wp\/v2\/media\/3139"}],"wp:attachment":[{"href":"https:\/\/blog.datacore.vn\/vi\/wp-json\/wp\/v2\/media?parent=3219"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/blog.datacore.vn\/vi\/wp-json\/wp\/v2\/categories?post=3219"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/blog.datacore.vn\/vi\/wp-json\/wp\/v2\/tags?post=3219"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}