{"id":11789,"date":"2026-06-09T09:03:00","date_gmt":"2026-06-09T02:03:00","guid":{"rendered":"https:\/\/microsoft.cmctelecom.vn\/microsoft-fabric-nang-cap-xay-dung-he-thong-phan-tich-ai-tac-tu-toan-dien\/"},"modified":"2026-06-09T18:21:48","modified_gmt":"2026-06-09T11:21:48","slug":"microsoft-fabric-nang-cap-xay-dung-he-thong-phan-tich-ai-tac-tu-toan-dien","status":"publish","type":"post","link":"https:\/\/microsoft.cmctelecom.vn\/en\/microsoft-fabric-nang-cap-xay-dung-he-thong-phan-tich-ai-tac-tu-toan-dien\/","title":{"rendered":"Microsoft Fabric n\u00e2ng c\u1ea5p: X\u00e2y d\u1ef1ng h\u1ec7 th\u1ed1ng ph\u00e2n t\u00edch AI t\u00e1c t\u1eed to\u00e0n di\u1ec7n"},"content":{"rendered":"<p>Gi\u00e1 tr\u1ecb th\u1ef1c s\u1ef1 c\u1ee7a AI trong kinh doanh \u0111\u1ebfn t\u1eeb \u0111\u00e2u? Kh\u00f4ng ph\u1ea3i t\u1eeb c\u00e1c th\u1eed nghi\u1ec7m ri\u00eang l\u1ebb, m\u00e0 t\u1eeb vi\u1ec7c t\u00edch h\u1ee3p AI v\u00e0o c\u00e1c h\u1ec7 th\u1ed1ng v\u00e0 c\u00f4ng c\u1ee5 m\u00e0 ng\u01b0\u1eddi d\u00f9ng doanh nghi\u1ec7p s\u1eed d\u1ee5ng h\u00e0ng ng\u00e0y. T\u1ea1i s\u1ef1 ki\u1ec7n Microsoft Build 2026, Microsoft \u0111\u00e3 c\u00f4ng b\u1ed1 m\u1ed9t lo\u1ea1t c\u1eadp nh\u1eadt quan tr\u1ecdng cho Microsoft Fabric, gi\u1edbi thi\u1ec7u m\u1ed9t h\u1ec7 th\u1ed1ng ph\u00e2n t\u00edch to\u00e0n di\u1ec7n \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf cho m\u1ed9t th\u1ebf gi\u1edbi n\u01a1i AI kh\u00f4ng ch\u1ec9 h\u1ed7 tr\u1ee3 m\u00e0 c\u00f2n c\u00f3 kh\u1ea3 n\u0103ng t\u1ef1 th\u1ef1c thi (<em>agentic<\/em>) tr\u00ean to\u00e0n b\u1ed9 t\u00e0i s\u1ea3n d\u1eef li\u1ec7u c\u1ee7a doanh nghi\u1ec7p.<\/p>\n<h2>N\u1ec1n t\u1ea3ng ph\u00e2n t\u00edch AI t\u00e1c t\u1eed (Agentic Analytics Stack)<\/h2>\n<p>Microsoft \u0111\u1ecbnh h\u00ecnh h\u1ec7 th\u1ed1ng ph\u00e2n t\u00edch <em>agentic AI<\/em> (AI t\u00e1c t\u1eed &#8211; c\u00f3 kh\u1ea3 n\u0103ng t\u1ef1 l\u1eadp k\u1ebf ho\u1ea1ch v\u00e0 h\u00e0nh \u0111\u1ed9ng) g\u1ed3m b\u1ed1n l\u1edbp ho\u1ea1t \u0111\u1ed9ng c\u00f9ng nhau:<\/p>\n<ul>\n<li><strong>N\u1ec1n t\u1ea3ng d\u1eef li\u1ec7u (Data Engineering: Spark\/Lakehouse):<\/strong> Gi\u1eef cho d\u1eef li\u1ec7u lu\u00f4n m\u1edbi, c\u00f3 kh\u1ea3 n\u0103ng m\u1edf r\u1ed9ng v\u00e0 truy v\u1ea5n \u0111\u01b0\u1ee3c.<\/li>\n<li><strong>L\u1edbp ph\u1ee5c v\u1ee5 (Serving layer &#8211; Warehouse):<\/strong> Cung c\u1ea5p kh\u1ea3 n\u0103ng truy c\u1eadp nhanh, \u0111\u1ed3ng th\u1eddi v\u00e0 \u0111\u01b0\u1ee3c qu\u1ea3n tr\u1ecb.<\/li>\n<li><strong>L\u1edbp ng\u1eef ngh\u0129a (Semantic layer &#8211; Power BI):<\/strong> Cho ph\u00e9p AI suy lu\u1eadn d\u1ef1a tr\u00ean d\u1eef li\u1ec7u v\u00e0 logic kinh doanh \u0111\u00e3 \u0111\u01b0\u1ee3c qu\u1ea3n tr\u1ecb.<\/li>\n<li><strong>L\u1edbp ph\u00e2n t\u00edch h\u1ed9i tho\u1ea1i (Conversational analytics layer &#8211; Power BI, Fabric data agents):<\/strong> \u0110\u01b0a th\u00f4ng tin chi ti\u1ebft v\u00e0o c\u00e1c c\u00f4ng c\u1ee5 m\u00e0 m\u1ecdi ng\u01b0\u1eddi s\u1eed d\u1ee5ng h\u00e0ng ng\u00e0y.<\/li>\n<\/ul>\n<p>C\u00e1c c\u1ea3i ti\u1ebfn \u0111\u01b0\u1ee3c c\u00f4ng b\u1ed1 t\u1ea1i Build 2026 t\u1eadp trung v\u00e0o vi\u1ec7c n\u00e2ng cao v\u00e0 t\u00edch h\u1ee3p to\u00e0n di\u1ec7n c\u00e1c l\u1edbp n\u00e0y \u0111\u1ec3 c\u00e1c agent v\u00e0 ng\u01b0\u1eddi d\u00f9ng nh\u1eadn \u0111\u01b0\u1ee3c c\u00e2u tr\u1ea3 l\u1eddi nhanh h\u01a1n, \u0111\u01b0\u1ee3c qu\u1ea3n tr\u1ecb t\u1ed1t h\u01a1n v\u00e0 \u0111\u00e1ng tin c\u1eady h\u01a1n.<\/p>\n<h2>Data Engineering &amp; Data Science: N\u1ec1n t\u1ea3ng d\u1eef li\u1ec7u nhanh v\u00e0 th\u00f4ng minh h\u01a1n<\/h2>\n<p>C\u00e1c agent AI ch\u1ec9 hi\u1ec7u qu\u1ea3 khi d\u1eef li\u1ec7u ph\u00eda sau ch\u00fang ch\u1ea5t l\u01b0\u1ee3ng. Microsoft Fabric Data Engineering \u0111\u00e3 ra m\u1eaft m\u1ed9t lo\u1ea1t c\u1eadp nh\u1eadt gi\u00fap \u0111\u1ea9y nhanh hi\u1ec7u n\u0103ng Spark, \u0111\u01a1n gi\u1ea3n h\u00f3a vi\u1ec7c kh\u00e1m ph\u00e1 d\u1eef li\u1ec7u v\u00e0 gi\u00fap c\u00e1c cluster co gi\u00e3n linh ho\u1ea1t.<\/p>\n<p><strong>Native Execution Engine<\/strong> nay \u0111\u00e3 x\u1eed l\u00fd c\u00e1c ki\u1ec3u d\u1eef li\u1ec7u ph\u1ee9c t\u1ea1p v\u00e0 th\u1ef1c thi UDF (h\u00e0m do ng\u01b0\u1eddi d\u00f9ng \u0111\u1ecbnh ngh\u0129a) m\u1ed9t c\u00e1ch t\u1ef1 nhi\u00ean. \u0110i\u1ec1u n\u00e0y gi\u00fap t\u0103ng t\u1ed1c c\u00e1c workload c\u00f3 c\u1ea5u tr\u00fac v\u00e0 b\u00e1n c\u1ea5u tr\u00fac m\u00e0 kh\u00f4ng c\u1ea7n thay \u0111\u1ed5i code. Th\u00eam v\u00e0o \u0111\u00f3, t\u00ednh n\u0103ng <strong>Efficient Scaledown<\/strong> t\u1ef1 \u0111\u1ed9ng gi\u1ea3m quy m\u00f4 cluster ngay khi c\u00f4ng vi\u1ec7c ho\u00e0n th\u00e0nh, gi\u00fap lo\u1ea1i b\u1ecf t\u00e0i nguy\u00ean t\u00ednh to\u00e1n nh\u00e0n r\u1ed7i v\u00e0 c\u1eaft gi\u1ea3m chi ph\u00ed, \u0111\u1eb7c bi\u1ec7t hi\u1ec7u qu\u1ea3 v\u1edbi c\u00e1c nhu c\u1ea7u s\u1eed d\u1ee5ng AI t\u0103ng \u0111\u1ed9t bi\u1ebfn.<\/p>\n<p>S\u1eafp t\u1edbi, <strong>Lakehouse Query Explorer<\/strong> s\u1ebd mang \u0111\u1ebfn tr\u1ea3i nghi\u1ec7m truy v\u1ea5n tr\u1ef1c ti\u1ebfp ngay trong Lakehouse, cho ph\u00e9p k\u1ef9 s\u01b0 v\u00e0 nh\u00e0 ph\u00e2n t\u00edch d\u1eef li\u1ec7u kh\u00e1m ph\u00e1, tr\u1ef1c quan h\u00f3a v\u00e0 tinh ch\u1ec9nh c\u00e1c truy v\u1ea5n Spark SQL m\u00e0 kh\u00f4ng c\u1ea7n chuy\u1ec3n \u0111\u1ed5i c\u00f4ng c\u1ee5.<\/p>\n<figure class=\"wp-block-image size-large aligncenter\" style=\"text-align: center; margin: 1.5em 0;\"><img decoding=\"async\" style=\"border-radius: 8px; border: 1px solid #e5e7eb; max-width: 100%; max-height: 560px; width: auto; height: auto; display: inline-block;\" src=\"https:\/\/microsoft.cmctelecom.vn\/wp-content\/uploads\/2026\/06\/3db1b7b4e9.gif\" alt=\"Kh\u00e1m ph\u00e1, truy v\u1ea5n v\u00e0 tr\u1ef1c quan h\u00f3a ngay b\u00ean trong Lakehouse c\u1ee7a b\u1ea1n.\" \/><\/figure>\n<p><strong>Fabric Runtime 2.0<\/strong> hi\u1ec7n bao g\u1ed3m Apache Spark 4.1, Delta Lake 4.1 v\u00e0 Python 3.13, mang \u0111\u1ebfn nh\u1eefng ti\u1ebfn b\u1ed9 m\u1edbi nh\u1ea5t v\u1ec1 hi\u1ec7u su\u1ea5t, \u0111\u1ed9 tin c\u1eady v\u00e0 n\u0103ng su\u1ea5t cho l\u1eadp tr\u00ecnh vi\u00ean. <strong>MLflow 3<\/strong> trong Fabric c\u0169ng gi\u00fap h\u1ee3p l\u00fd h\u00f3a quy tr\u00ecnh qu\u1ea3n l\u00fd th\u1eed nghi\u1ec7m v\u00e0 ph\u00e1t tri\u1ec3n, \u0111\u1eb7c bi\u1ec7t cho c\u00e1c \u1ee9ng d\u1ee5ng GenAI v\u1edbi kh\u1ea3 n\u0103ng truy v\u1ebft (tracing) v\u00e0 theo d\u00f5i m\u00f4 h\u00ecnh c\u1ea3i ti\u1ebfn.<\/p>\n<figure class=\"wp-block-image size-large aligncenter\" style=\"text-align: center; margin: 1.5em 0;\"><img decoding=\"async\" style=\"border-radius: 8px; border: 1px solid #e5e7eb; max-width: 100%; max-height: 560px; width: auto; height: auto; display: inline-block;\" src=\"https:\/\/microsoft.cmctelecom.vn\/wp-content\/uploads\/2026\/06\/b304cede8e.gif\" alt=\"MLflow 3 trong Fabric: qu\u1ea3n l\u00fd c\u00e1c l\u1ea7n ch\u1ea1y, m\u00f4 h\u00ecnh v\u00e0 truy v\u1ebft trong m\u1ed9t th\u1eed nghi\u1ec7m duy nh\u1ea5t.\" \/><\/figure>\n<h2>Data Warehouse: T\u0103ng t\u1ed1c ph\u00e2n t\u00edch b\u1eb1ng GPU<\/h2>\n<p>Khi c\u00e1c agent AI g\u1eedi truy v\u1ea5n, Data Warehouse ph\u1ea3i ph\u1ea3n h\u1ed3i v\u1edbi t\u1ed1c \u0111\u1ed9 t\u01b0\u01a1ng t\u00e1c \u1edf quy m\u00f4 doanh nghi\u1ec7p. \u0110\u1ec3 \u0111\u00e1p \u1ee9ng nhu c\u1ea7u n\u00e0y, Microsoft \u0111\u00e3 c\u00f4ng b\u1ed1 t\u00ednh n\u0103ng <strong>th\u1ef1c thi truy v\u1ea5n t\u0103ng t\u1ed1c b\u1eb1ng GPU<\/strong> cho Fabric Data Warehouse, \u0111\u01b0\u1ee3c x\u00e2y d\u1ef1ng chuy\u00ean bi\u1ec7t cho c\u00e1c workload ph\u00e2n t\u00edch do AI \u0111i\u1ec1u khi\u1ec3n.<\/p>\n<p>Theo th\u1eed nghi\u1ec7m n\u1ed9i b\u1ed9 c\u1ee7a Microsoft, Fabric Data Warehouse t\u0103ng t\u1ed1c b\u1eb1ng GPU mang l\u1ea1i hi\u1ec7u n\u0103ng nhanh h\u01a1n t\u1edbi <strong>7 l\u1ea7n<\/strong> so v\u1edbi ba nh\u00e0 cung c\u1ea5p data warehouse h\u00e0ng \u0111\u1ea7u kh\u00e1c cho c\u00e1c workload b\u00e1o c\u00e1o v\u00e0 \u1ee9ng d\u1ee5ng. L\u1ee3i th\u1ebf n\u00e0y c\u00e0ng t\u0103ng khi m\u1ee9c \u0111\u1ed9 truy c\u1eadp \u0111\u1ed3ng th\u1eddi cao.<\/p>\n<blockquote><p>Tr\u1ea3i nghi\u1ec7m c\u1ee7a ch\u00fang t\u00f4i v\u1edbi Fabric Data Warehouse t\u0103ng t\u1ed1c b\u1eb1ng GPU r\u1ea5t tuy\u1ec7t v\u1eddi. Kh\u1ea3 n\u0103ng n\u00e0y t\u00edch h\u1ee3p li\u1ec1n m\u1ea1ch v\u00e0o ki\u1ebfn tr\u00fac hi\u1ec7n c\u00f3 c\u1ee7a ch\u00fang t\u00f4i v\u00e0 mang l\u1ea1i nh\u1eefng c\u1ea3i thi\u1ec7n hi\u1ec7u su\u1ea5t \u0111\u00e1ng k\u1ec3 tr\u00ean nhi\u1ec1u lo\u1ea1i truy v\u1ea5n, v\u1edbi c\u00e1c workload ph\u1ee9c t\u1ea1p ch\u1ea1y nhanh h\u01a1n 3.4 l\u1ea7n \u1edf m\u1ee9c \u0111\u1ed9 \u0111\u1ed3ng th\u1eddi \u0111\u01a1n l\u1ebb v\u00e0 \u1ed5n \u0111\u1ecbnh h\u01a1n. Kh\u1ea3 n\u0103ng n\u00e0y cho ph\u00e9p ch\u00fang t\u00f4i ph\u1ee5c v\u1ee5 l\u01b0\u1ee3ng l\u1edbn truy v\u1ea5n hi\u1ec7u qu\u1ea3 h\u01a1n, c\u1ea3i thi\u1ec7n tr\u1ef1c ti\u1ebfp kh\u1ea3 n\u0103ng ph\u1ea3n h\u1ed3i c\u1ee7a c\u00e1c ph\u00e2n t\u00edch v\u00e0 b\u00e1o c\u00e1o.<br \/>\n\u2013 <strong>Andrew Bradbrook<\/strong>, Director \u2013 Systems Architecture, WTW<\/p><\/blockquote>\n<p>Ngo\u00e0i ra, <strong>Cache Cooldown Configurability<\/strong> cho ph\u00e9p doanh nghi\u1ec7p ki\u1ec3m so\u00e1t tr\u1ef1c ti\u1ebfp th\u1eddi gian l\u01b0u gi\u1eef d\u1eef li\u1ec7u trong cache, gi\u00fap c\u00e2n b\u1eb1ng gi\u1eefa hi\u1ec7u n\u0103ng v\u00e0 chi ph\u00ed. Giao di\u1ec7n web c\u1ee7a Data Warehouse c\u0169ng \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf l\u1ea1i ho\u00e0n to\u00e0n, t\u00edch h\u1ee3p Copilot ngay trong tr\u00ecnh so\u1ea1n th\u1ea3o SQL \u0111\u1ec3 h\u1ed7 tr\u1ee3 ng\u01b0\u1eddi d\u00f9ng.<\/p>\n<figure class=\"wp-block-image size-large aligncenter\" style=\"text-align: center; margin: 1.5em 0;\"><img decoding=\"async\" style=\"border-radius: 8px; border: 1px solid #e5e7eb; max-width: 100%; max-height: 560px; width: auto; height: auto; display: inline-block;\" src=\"https:\/\/microsoft.cmctelecom.vn\/wp-content\/uploads\/2026\/06\/324c43e998.gif\" alt=\"Giao di\u1ec7n web m\u1edbi v\u00e0 c\u1ea3i ti\u1ebfn c\u1ee7a Fabric Data Warehouse.\" \/><\/figure>\n<h2>Power BI: N\u01a1i AI h\u1ecdc c\u00e1ch suy lu\u1eadn theo logic kinh doanh<\/h2>\n<p>AI n\u1ebfu kh\u00f4ng c\u00f3 b\u1ed1i c\u1ea3nh ng\u1eef ngh\u0129a s\u1ebd ch\u1ec9 l\u00e0 m\u1ed9t c\u1ed7 m\u00e1y \u0111o\u00e1n m\u00f2. Power BI cung c\u1ea5p l\u1edbp logic kinh doanh (measures, relationships, hierarchies) \u0111\u1ec3 \u0111\u1ea3m b\u1ea3o c\u00e1c ph\u00e2n t\u00edch \u0111\u00e1ng tin c\u1eady.<\/p>\n<p><strong>Agent Skills for Power BI (Preview)<\/strong> l\u00e0 m\u1ed9t t\u00ednh n\u0103ng \u0111\u1ed9t ph\u00e1 \u0111\u01b0\u1ee3c c\u00f4ng b\u1ed1 t\u1ea1i Build, cho ph\u00e9p AI x\u00e2y d\u1ef1ng m\u00f4 h\u00ecnh ng\u1eef ngh\u0129a, t\u1ea1o b\u00e1o c\u00e1o v\u00e0 l\u1eb7p l\u1ea1i c\u00e1c tr\u1ef1c quan h\u00f3a ch\u1ec9 t\u1eeb m\u00f4 t\u1ea3 b\u1eb1ng ng\u00f4n ng\u1eef t\u1ef1 nhi\u00ean, th\u1eadm ch\u00ed t\u1eeb m\u1ed9t \u1ea3nh ch\u1ee5p m\u00e0n h\u00ecnh. \u0110\u00e2y l\u00e0 m\u1ed9t b\u01b0\u1edbc ti\u1ebfn th\u1ef1c s\u1ef1 trong vi\u1ec7c ph\u00e1t tri\u1ec3n \u1ee9ng d\u1ee5ng ph\u00e2n t\u00edch m\u1ed9t c\u00e1ch t\u1ef1 \u0111\u1ed9ng.<\/p>\n<figure class=\"wp-block-image size-large aligncenter\" style=\"text-align: center; margin: 1.5em 0;\"><img decoding=\"async\" style=\"border-radius: 8px; border: 1px solid #e5e7eb; max-width: 100%; max-height: 560px; width: auto; height: auto; display: inline-block;\" src=\"https:\/\/microsoft.cmctelecom.vn\/wp-content\/uploads\/2026\/06\/1af9cdb7e8.gif\" alt=\"Minh h\u1ecda Agent Skills for Power BI t\u1ea1o m\u00f4 h\u00ecnh ng\u1eef ngh\u0129a v\u00e0 b\u00e1o c\u00e1o t\u1eeb \u0111\u1ea7u.\" \/><\/figure>\n<p>B\u00ean c\u1ea1nh \u0111\u00f3, SDK m\u00e3 ngu\u1ed3n m\u1edf m\u1edbi <strong>Rayfin<\/strong> cho ph\u00e9p c\u00e1c l\u1eadp tr\u00ecnh vi\u00ean v\u00e0 agent AI x\u00e2y d\u1ef1ng c\u00e1c \u1ee9ng d\u1ee5ng d\u1eef li\u1ec7u c\u1ea5p doanh nghi\u1ec7p tr\u1ef1c ti\u1ebfp tr\u00ean c\u00e1c m\u00f4 h\u00ecnh ng\u1eef ngh\u0129a c\u1ee7a Power BI m\u1ed9t c\u00e1ch nhanh ch\u00f3ng, thay v\u00ec ph\u1ea3i x\u00e2y d\u1ef1ng l\u1ea1i logic kinh doanh v\u00e0 qu\u1ea3n tr\u1ecb.<\/p>\n<figure class=\"wp-block-image size-large aligncenter\" style=\"text-align: center; margin: 1.5em 0;\"><img decoding=\"async\" style=\"border-radius: 8px; border: 1px solid #e5e7eb; max-width: 100%; max-height: 560px; width: auto; height: auto; display: inline-block;\" src=\"https:\/\/microsoft.cmctelecom.vn\/wp-content\/uploads\/2026\/06\/00add720a6.gif\" alt=\"\u1ee8ng d\u1ee5ng d\u1eef li\u1ec7u Fabric x\u00e2y d\u1ef1ng tr\u00ean m\u00f4 h\u00ecnh ng\u1eef ngh\u0129a v\u1edbi t\u00edch h\u1ee3p l\u1ecbch Outlook.\" \/><\/figure>\n<h2>Fabric IQ v\u00e0 Data Agents: \u0110\u01b0a d\u1eef li\u1ec7u \u0111\u1ebfn m\u1ecdi ng\u01b0\u1eddi d\u00f9ng<\/h2>\n<p>M\u1ee5c ti\u00eau cu\u1ed1i c\u00f9ng l\u00e0 \u0111\u01b0a d\u1eef li\u1ec7u \u0111\u1ebfn tay ng\u01b0\u1eddi c\u1ea7n. <strong>Fabric IQ<\/strong> hi\u1ec7n \u0111\u00e3 t\u00edch h\u1ee3p v\u1edbi Microsoft 365 Copilot, cho ph\u00e9p ng\u01b0\u1eddi d\u00f9ng kh\u00e1m ph\u00e1 v\u00e0 nh\u1eadn th\u00f4ng tin chi ti\u1ebft t\u1eeb d\u1eef li\u1ec7u c\u00f3 ng\u1eef ngh\u0129a trong Fabric v\u00e0 Power BI ngay trong c\u00e1c c\u00f4ng c\u1ee5 l\u00e0m vi\u1ec7c h\u00e0ng ng\u00e0y.<\/p>\n<figure class=\"wp-block-image size-large aligncenter\" style=\"text-align: center; margin: 1.5em 0;\"><img decoding=\"async\" style=\"border-radius: 8px; border: 1px solid #e5e7eb; max-width: 100%; max-height: 560px; width: auto; height: auto; display: inline-block;\" src=\"https:\/\/microsoft.cmctelecom.vn\/wp-content\/uploads\/2026\/06\/aaecfc2e42.gif\" alt=\"Fabric IQ t\u00edch h\u1ee3p v\u1edbi M365 Copilot Cowork.\" \/><\/figure>\n<p>\u0110\u1ed1i v\u1edbi l\u1eadp tr\u00ecnh vi\u00ean, Fabric IQ c\u00f3 th\u1ec3 truy c\u1eadp th\u00f4ng qua <strong>GitHub Copilot CLI<\/strong>, cho ph\u00e9p h\u1ecd truy v\u1ea5n d\u1eef li\u1ec7u Power BI ngay trong terminal. C\u00e1c <strong>Data Agent<\/strong> trong Fabric c\u0169ng nh\u1eadn \u0111\u01b0\u1ee3c m\u1ed9t lo\u1ea1t c\u1ea3i ti\u1ebfn quan tr\u1ecdng:<\/p>\n<ul>\n<li><strong>H\u1ed7 tr\u1ee3 Service principal (Preview):<\/strong> D\u1ec5 d\u00e0ng t\u00edch h\u1ee3p agent v\u00e0o c\u00e1c d\u1ecbch v\u1ee5 backend v\u00e0 workflow t\u1ef1 \u0111\u1ed9ng.<\/li>\n<li><strong>Kh\u1ea3 n\u0103ng quan s\u00e1t (Observability) trong Microsoft Foundry (Preview):<\/strong> Theo d\u00f5i v\u00e0 g\u1ee1 l\u1ed7i agent d\u1ec5 d\u00e0ng h\u01a1n.<\/li>\n<li><strong>T\u00edch h\u1ee3p v\u1edbi M365 Copilot (GA):<\/strong> \u0110\u00e3 ph\u00e1t h\u00e0nh ch\u00ednh th\u1ee9c, \u0111\u01b0a d\u1eef li\u1ec7u Fabric \u0111\u01b0\u1ee3c qu\u1ea3n tr\u1ecb v\u00e0o tr\u1ea3i nghi\u1ec7m Copilot.<\/li>\n<li><strong>C\u1ea3i ti\u1ebfn NL2SQL v\u00e0 Code Interpreter (Preview):<\/strong> Gi\u00fap agent d\u1ecbch ng\u00f4n ng\u1eef t\u1ef1 nhi\u00ean sang SQL ch\u00ednh x\u00e1c h\u01a1n v\u00e0 th\u1ef1c hi\u1ec7n c\u00e1c ph\u00e2n t\u00edch ph\u1ee9c t\u1ea1p b\u1eb1ng Python.<\/li>\n<li><strong>N\u00e2ng c\u1ea5p m\u00f4 h\u00ecnh l\u00ean GPT 5.X:<\/strong> C\u1ea3i thi\u1ec7n \u0111\u1ed9 ch\u00ednh x\u00e1c kho\u1ea3ng 20% theo c\u00e1c benchmark n\u1ed9i b\u1ed9.<\/li>\n<li><strong>S\u1eafp ra m\u1eaft &#8211; H\u1ed7 tr\u1ee3 tr\u1ef1c quan h\u00f3a (Preview):<\/strong> Cho ph\u00e9p ng\u01b0\u1eddi d\u00f9ng bi\u1ebfn c\u00e2u h\u1ecfi b\u1eb1ng ng\u00f4n ng\u1eef t\u1ef1 nhi\u00ean th\u00e0nh bi\u1ec3u \u0111\u1ed3 tr\u1ef1c ti\u1ebfp trong tr\u1ea3i nghi\u1ec7m data agent.<\/li>\n<\/ul>\n<figure class=\"wp-block-image size-large aligncenter\" style=\"text-align: center; margin: 1.5em 0;\"><img decoding=\"async\" style=\"border-radius: 8px; border: 1px solid #e5e7eb; max-width: 100%; max-height: 560px; width: auto; height: auto; display: inline-block;\" src=\"https:\/\/microsoft.cmctelecom.vn\/wp-content\/uploads\/2026\/06\/96f40a7349.png\" alt=\"Runtime preview trong data agent cho ph\u00e9p c\u00e1c nh\u00f3m x\u00e1c th\u1ef1c y\u00eau c\u1ea7u v\u00e0 chia s\u1ebb ph\u1ea3n h\u1ed3i.\" \/><\/figure>\n<figure class=\"wp-block-image size-large aligncenter\" style=\"text-align: center; margin: 1.5em 0;\"><img decoding=\"async\" style=\"border-radius: 8px; border: 1px solid #e5e7eb; max-width: 100%; max-height: 560px; width: auto; height: auto; display: inline-block;\" src=\"https:\/\/microsoft.cmctelecom.vn\/wp-content\/uploads\/2026\/06\/6bd1a8bab0.gif\" alt=\"H\u1ed7 tr\u1ee3 tr\u1ef1c quan h\u00f3a s\u1ebd cho ph\u00e9p ng\u01b0\u1eddi d\u00f9ng bi\u1ebfn c\u00e2u h\u1ecfi ng\u00f4n ng\u1eef t\u1ef1 nhi\u00ean th\u00e0nh bi\u1ec3u \u0111\u1ed3.\" \/><\/figure>\n<h2>T\u1ea7m nh\u00ecn to\u00e0n c\u1ea3nh<\/h2>\n<p>H\u1ec7 th\u1ed1ng ph\u00e2n t\u00edch AI t\u00e1c t\u1eed kh\u00f4ng c\u00f2n l\u00e0 m\u1ed9t kh\u00e1i ni\u1ec7m t\u01b0\u01a1ng lai. N\u00f3 \u0111\u00e3 hi\u1ec7n h\u1eefu v\u00e0 \u0111\u01b0\u1ee3c t\u00edch h\u1ee3p to\u00e0n di\u1ec7n trong Microsoft Fabric. M\u1ed7i l\u1edbp, t\u1eeb data engineering \u0111\u1ebfn tr\u1ea3i nghi\u1ec7m AI, \u0111\u1ec1u \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf \u0111\u1ec3 gi\u00fap c\u00e1c doanh nghi\u1ec7p ra quy\u1ebft \u0111\u1ecbnh nhanh h\u01a1n, suy lu\u1eadn hi\u1ec7u qu\u1ea3 h\u01a1n v\u00e0 mang l\u1ea1i t\u00e1c \u0111\u1ed9ng kinh doanh th\u1ef1c s\u1ef1 v\u1edbi AI. V\u1edbi m\u1ed9t m\u00f4 h\u00ecnh b\u1ea3o m\u1eadt v\u00e0 m\u1ed9t khung qu\u1ea3n tr\u1ecb duy nh\u1ea5t tr\u00ean n\u1ec1n t\u1ea3ng OneLake, Fabric \u0111ang chuy\u1ec3n \u0111\u1ed5i t\u1eeb ph\u00e2n t\u00edch nh\u01b0 m\u1ed9t c\u00f4ng c\u1ee5 sang m\u1ed9t h\u1ec7 th\u1ed1ng th\u00f4ng minh to\u00e0n di\u1ec7n.<\/p>","protected":false},"excerpt":{"rendered":"<p>Gi\u00e1 tr\u1ecb th\u1ef1c s\u1ef1 c\u1ee7a AI trong kinh doanh \u0111\u1ebfn t\u1eeb \u0111\u00e2u? Kh\u00f4ng ph\u1ea3i t\u1eeb c\u00e1c th\u1eed nghi\u1ec7m ri\u00eang l\u1ebb, m\u00e0 t\u1eeb vi\u1ec7c t\u00edch h\u1ee3p AI v\u00e0o c\u00e1c h\u1ec7 th\u1ed1ng v\u00e0 c\u00f4ng c\u1ee5 m\u00e0 ng\u01b0\u1eddi d\u00f9ng doanh nghi\u1ec7p s\u1eed d\u1ee5ng h\u00e0ng ng\u00e0y. T\u1ea1i s\u1ef1 ki\u1ec7n Microsoft Build 2026, Microsoft \u0111\u00e3 c\u00f4ng b\u1ed1 m\u1ed9t lo\u1ea1t c\u1eadp&#8230;<\/p>","protected":false},"author":15,"featured_media":11780,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[1],"tags":[],"class_list":["post-11789","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ms-blogs"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.7 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Microsoft Fabric n\u00e2ng c\u1ea5p: X\u00e2y d\u1ef1ng h\u1ec7 th\u1ed1ng ph\u00e2n t\u00edch AI t\u00e1c t\u1eed to\u00e0n di\u1ec7n | CMC Telecom<\/title>\n<meta name=\"description\" content=\"\u0110\u1ed1i t\u00e1c Tier-1 Solutions Provider c\u1ee7a Microsoft t\u1ea1i Vi\u1ec7t Nam\" \/>\n<meta name=\"robots\" content=\"noindex, follow, max-snippet:-1, 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