{"id":12226,"date":"2026-07-08T09:03:17","date_gmt":"2026-07-08T02:03:17","guid":{"rendered":"https:\/\/microsoft.cmctelecom.vn\/microsoft-fabric-ra-mat-capital-markets-datahub-cho-nganh-tai-chinh\/"},"modified":"2026-07-03T16:04:43","modified_gmt":"2026-07-03T09:04:43","slug":"microsoft-fabric-ra-mat-capital-markets-datahub-cho-nganh-tai-chinh","status":"publish","type":"post","link":"https:\/\/microsoft.cmctelecom.vn\/kr\/microsoft-fabric-ra-mat-capital-markets-datahub-cho-nganh-tai-chinh\/","title":{"rendered":"Microsoft Fabric ra m\u1eaft Capital Markets DataHub cho ng\u00e0nh t\u00e0i ch\u00ednh"},"content":{"rendered":"<p>Ng\u00e0y 26 th\u00e1ng 3 n\u0103m 2026, Microsoft \u0111\u00e3 c\u00f4ng b\u1ed1 b\u1ea3n xem tr\u01b0\u1edbc (preview) c\u1ee7a Capital Markets DataHub, m\u1ed9t workload m\u1edbi tr\u00ean n\u1ec1n t\u1ea3ng Microsoft Fabric. Gi\u1ea3i ph\u00e1p n\u00e0y \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf chuy\u00ean bi\u1ec7t \u0111\u1ec3 gi\u1ea3i quy\u1ebft b\u00e0i to\u00e1n ph\u1ee9c t\u1ea1p v\u1ec1 d\u1eef li\u1ec7u trong ng\u00e0nh t\u00e0i ch\u00ednh, \u0111\u1eb7c bi\u1ec7t l\u00e0 cho c\u00e1c kh\u00e1ch h\u00e0ng ho\u1ea1t \u0111\u1ed9ng trong l\u0129nh v\u1ef1c th\u1ecb tr\u01b0\u1eddng v\u1ed1n v\u00e0 qu\u1ef9 ph\u00f2ng h\u1ed9, qua \u0111\u00f3 m\u1edf \u0111\u01b0\u1eddng cho vi\u1ec7c \u1ee9ng d\u1ee5ng AI m\u1ed9t c\u00e1ch an to\u00e0n v\u00e0 hi\u1ec7u qu\u1ea3.<\/p>\n<h2>V\u00ec sao d\u1eef li\u1ec7u th\u1ecb tr\u01b0\u1eddng v\u1ed1n \u0111\u1eb7c bi\u1ec7t ph\u1ee9c t\u1ea1p?<\/h2>\n<p>C\u00e1c t\u1ed5 ch\u1ee9c t\u00e0i ch\u00ednh \u0111ang nhanh ch\u00f3ng hi\u1ec7n \u0111\u1ea1i h\u00f3a h\u1ec7 th\u1ed1ng ph\u00e2n t\u00edch v\u00e0 t\u0103ng c\u01b0\u1eddng \u00e1p d\u1ee5ng AI, nh\u01b0ng trong l\u0129nh v\u1ef1c th\u1ecb tr\u01b0\u1eddng v\u1ed1n, s\u1ef1 ph\u1ee9c t\u1ea1p c\u1ee7a d\u1eef li\u1ec7u v\u1eabn l\u00e0 r\u00e0o c\u1ea3n l\u1edbn nh\u1ea5t. Vi\u1ec7c ch\u1ec9 \u0111\u01a1n thu\u1ea7n thu th\u1eadp d\u1eef li\u1ec7u th\u00f4 t\u1eeb c\u00e1c ngu\u1ed3n kh\u00e1c nhau l\u00e0 kh\u00f4ng \u0111\u1ee7. N\u1ebfu kh\u00f4ng \u00e1p d\u1ee5ng c\u00e1c ph\u00e2n lo\u1ea1i, ng\u1eef ngh\u0129a t\u00e0i ch\u00ednh, logic \u0111\u1ed1i so\u00e1t v\u00e0 ki\u1ec3m so\u00e1t quy\u1ec1n truy c\u1eadp, d\u1eef li\u1ec7u s\u1ebd v\u1eabn r\u1eddi r\u1ea1c v\u00e0 ch\u01b0a s\u1eb5n s\u00e0ng \u0111\u1ec3 s\u1eed d\u1ee5ng.<\/p>\n<p>Nh\u1eefng th\u00e1ch th\u1ee9c ch\u00ednh bao g\u1ed3m:<\/p>\n<ul>\n<li><strong>Ngu\u1ed3n d\u1eef li\u1ec7u ph\u00e2n m\u1ea3nh:<\/strong> H\u00e0ng tr\u0103m ngu\u1ed3n d\u1eef li\u1ec7u t\u1eeb b\u00ean ngo\u00e0i v\u00e0 n\u1ed9i b\u1ed9 nh\u01b0 c\u00e1c nh\u00e0 m\u00f4i gi\u1edbi ch\u00ednh, ng\u00e2n h\u00e0ng l\u01b0u k\u00fd, nh\u00e0 cung c\u1ea5p d\u1eef li\u1ec7u th\u1ecb tr\u01b0\u1eddng.<\/li>\n<li><strong>M\u00e3 \u0111\u1ecbnh danh kh\u00f4ng nh\u1ea5t qu\u00e1n:<\/strong> H\u00e0ng ngh\u00ecn danh m\u1ee5c \u0111\u1ea7u t\u01b0, c\u00f4ng c\u1ee5 t\u00e0i ch\u00ednh v\u00e0 th\u1ef1c th\u1ec3, m\u1ed7i lo\u1ea1i \u0111\u01b0\u1ee3c bi\u1ec3u di\u1ec5n b\u1eb1ng nhi\u1ec1u m\u00e3 \u0111\u1ecbnh danh kh\u00e1c nhau tr\u00ean c\u00e1c h\u1ec7 th\u1ed1ng.<\/li>\n<li><strong>S\u1ef1 ki\u1ec7n v\u00f2ng \u0111\u1eddi li\u00ean t\u1ee5c:<\/strong> C\u00e1c s\u1ef1 ki\u1ec7n nh\u01b0 ho\u1ea1t \u0111\u1ed9ng c\u1ee7a doanh nghi\u1ec7p, c\u00e1c kho\u1ea3n d\u1ed3n t\u00edch, thay \u0111\u1ed5i v\u1ecb th\u1ebf r\u00f2ng\/t\u1ed5ng li\u00ean t\u1ee5c x\u1ea3y ra.<\/li>\n<li><strong>Y\u00eau c\u1ea7u real-time:<\/strong> D\u1eef li\u1ec7u trong ng\u00e0y c\u00f3 gi\u00e1 tr\u1ecb t\u1ee9c th\u1eddi, trong khi d\u1eef li\u1ec7u cu\u1ed1i ng\u00e0y \u0111\u00e3 tr\u1edf n\u00ean l\u1ed7i th\u1eddi.<\/li>\n<li><strong>Qu\u1ea3n tr\u1ecb nghi\u00eam ng\u1eb7t:<\/strong> C\u00e1c y\u00eau c\u1ea7u ch\u1eb7t ch\u1ebd v\u1ec1 quy\u1ec1n truy c\u1eadp, d\u1eef li\u1ec7u \u0111\u1ecbnh danh c\u00e1 nh\u00e2n (PII), l\u01b0u tr\u1eef d\u1eef li\u1ec7u xuy\u00ean bi\u00ean gi\u1edbi v\u00e0 kh\u1ea3 n\u0103ng ki\u1ec3m to\u00e1n.<\/li>\n<\/ul>\n<h2>Capital Markets DataHub: Gi\u1ea3i ph\u00e1p to\u00e0n di\u1ec7n tr\u00ean Microsoft Fabric<\/h2>\n<p>Capital Markets DataHub l\u00e0 m\u1ed9t gi\u1ea3i ph\u00e1p c\u1ee7a b\u00ean th\u1ee9 ba, \u0111\u01b0\u1ee3c x\u00e2y d\u1ef1ng b\u1eb1ng Fabric Extensibility Toolkit (FET) v\u00e0 t\u00edch h\u1ee3p Azure AI Foundry. Workload n\u00e0y cung c\u1ea5p d\u1eef li\u1ec7u t\u00e0i ch\u00ednh \u0111\u00e3 \u0111\u01b0\u1ee3c \u0111\u1ed1i so\u00e1t, qu\u1ea3n tr\u1ecb, s\u1eb5n s\u00e0ng cho ph\u00e2n t\u00edch v\u00e0 AI tr\u1ef1c ti\u1ebfp v\u00e0o Lakehouse v\u00e0 Eventhouse c\u1ee7a kh\u00e1ch h\u00e0ng.<\/p>\n<p>C\u00e1c t\u00ednh n\u0103ng ch\u00ednh c\u1ee7a Capital Markets DataHub bao g\u1ed3m:<\/p>\n<ul>\n<li><strong>H\u01a1n 200 tr\u00ecnh k\u1ebft n\u1ed1i (connectors)<\/strong> t\u1edbi c\u00e1c ng\u00e2n h\u00e0ng, \u0111\u01a1n v\u1ecb l\u01b0u k\u00fd, nh\u00e0 m\u00f4i gi\u1edbi ch\u00ednh, qu\u1ea3n tr\u1ecb vi\u00ean v\u00e0 nh\u00e0 cung c\u1ea5p d\u1eef li\u1ec7u th\u1ecb tr\u01b0\u1eddng.<\/li>\n<li>M\u1ed9t <strong><em>canonical data model<\/em> (m\u00f4 h\u00ecnh d\u1eef li\u1ec7u quy chu\u1ea9n)<\/strong> duy nh\u1ea5t \u0111\u1ec3 chu\u1ea9n h\u00f3a c\u00e1c c\u00f4ng c\u1ee5 t\u00e0i ch\u00ednh, v\u1ecb th\u1ebf, giao d\u1ecbch v\u00e0 nhi\u1ec1u h\u01a1n n\u1eefa.<\/li>\n<li>Logic <strong><em>reconciliation<\/em> (\u0111\u1ed1i so\u00e1t d\u1eef li\u1ec7u)<\/strong> t\u00edch h\u1ee3p s\u1eb5n v\u1edbi \u0111\u1ed9 ch\u00ednh x\u00e1c tr\u00ean 99% \u0111\u1ec3 gi\u1ea3i quy\u1ebft c\u00e1c sai l\u1ec7ch v\u00e0 kh\u00f4ng nh\u1ea5t qu\u00e1n gi\u1eefa c\u00e1c nh\u00e0 cung c\u1ea5p.<\/li>\n<li>C\u00e1c l\u1edbp qu\u1ea3n l\u00fd quy\u1ec1n truy c\u1eadp chuy\u00ean bi\u1ec7t cho ng\u00e0nh d\u1ecbch v\u1ee5 t\u00e0i ch\u00ednh, \u0111\u01b0\u1ee3c x\u00e2y d\u1ef1ng tr\u00ean n\u1ec1n t\u1ea3ng qu\u1ea3n tr\u1ecb c\u1ee7a Fabric.<\/li>\n<li>C\u00e1c b\u1ed9 d\u1eef li\u1ec7u (dataset) s\u1eb5n s\u00e0ng cho AI \u0111\u1ec3 Copilot v\u00e0 c\u00e1c m\u00f4 h\u00ecnh kh\u00e1c c\u00f3 th\u1ec3 s\u1eed d\u1ee5ng m\u1ed9t c\u00e1ch an to\u00e0n.<\/li>\n<\/ul>\n<h2>C\u00e1ch th\u1ee9c ho\u1ea1t \u0111\u1ed9ng tr\u00ean Microsoft Fabric<\/h2>\n<p>Quy tr\u00ecnh l\u00e0m vi\u1ec7c t\u1eeb chu\u1ea9n b\u1ecb d\u1eef li\u1ec7u, ph\u00e2n ph\u1ed1i d\u1eef li\u1ec7u \u0111\u1ebfn ti\u00eau th\u1ee5 d\u1eef li\u1ec7u tr\u1ea3i qua c\u00e1c b\u01b0\u1edbc sau: Thu th\u1eadp (Ingest), Chu\u1ea9n h\u00f3a (Normalize), T\u1ed5 ch\u1ee9c (Organize), Lu\u1ed3ng (Stream), Chu\u1ea9n b\u1ecb cho AI (AI Prep) v\u00e0 Xu\u1ea5t b\u1ea3n (Publish).<\/p>\n<figure class=\"wp-block-image size-large aligncenter\" style=\"text-align:center;margin:1.5em 0;\"><img decoding=\"async\" src=\"https:\/\/microsoft.cmctelecom.vn\/wp-content\/uploads\/2026\/07\/9191c49091.png\" alt=\"S\u01a1 \u0111\u1ed3 lu\u1ed3ng d\u1eef li\u1ec7u end-to-end t\u1eeb thu th\u1eadp \u0111\u1ebfn xu\u1ea5t b\u1ea3n trong Capital Markets DataHub.\" style=\"border-radius:8px;border:1px solid #e5e7eb;max-width:100%;max-height:560px;width:auto;height:auto;display:inline-block;\"><\/figure>\n<p>Gi\u1ea3i ph\u00e1p n\u00e0y bi\u1ebfn Microsoft Fabric th\u00e0nh m\u1ed9t n\u1ec1n t\u1ea3ng d\u1eef li\u1ec7u v\u00e0 AI chuy\u00ean d\u1ee5ng cho th\u1ecb tr\u01b0\u1eddng v\u1ed1n. Do d\u1ecbch v\u1ee5 t\u00e0i ch\u00ednh l\u00e0 m\u1ed9t ng\u00e0nh \u0111\u01b0\u1ee3c qu\u1ea3n l\u00fd ch\u1eb7t ch\u1ebd, DataHub c\u0169ng th\u1ef1c thi <em>zero trust AI<\/em> b\u1eb1ng c\u00e1ch tri\u1ec3n khai b\u1ea3o m\u1eadt chi ti\u1ebft \u0111\u1ec3 qu\u1ea3n l\u00fd quy\u1ec1n truy c\u1eadp nghi\u1ec7p v\u1ee5, \u0111\u1ea3m b\u1ea3o ng\u01b0\u1eddi d\u00f9ng ch\u1ec9 th\u1ea5y v\u00e0 t\u01b0\u01a1ng t\u00e1c v\u1edbi nh\u1eefng g\u00ec h\u1ecd \u0111\u01b0\u1ee3c ph\u00e9p.<\/p>\n<p>Tr\u00ean n\u1ec1n t\u1ea3ng c\u00e1c dataset \u0111\u01b0\u1ee3c l\u01b0u tr\u1eef trong OneLake, Capital Markets DataHub cung c\u1ea5p m\u1ed9t giao di\u1ec7n ng\u00f4n ng\u1eef t\u1ef1 nhi\u00ean t\u00f9y ch\u1ec9nh c\u00f3 t\u00ean <strong>Ask Datahub<\/strong>, cho ph\u00e9p ng\u01b0\u1eddi d\u00f9ng \u0111\u1eb7t c\u00e2u h\u1ecfi nh\u01b0:<\/p>\n<ul>\n<li>&#8220;Gi\u1ea3i th\u00edch nh\u1eefng thay \u0111\u1ed5i v\u1ec1 m\u1ee9c \u0111\u1ed9 r\u1ee7i ro h\u00f4m nay theo chi\u1ebfn l\u01b0\u1ee3c v\u00e0 l\u0129nh v\u1ef1c.&#8221;<\/li>\n<li>&#8220;L\u1ee3i nhu\u1eadn v\u00e0 thua l\u1ed7 (P&amp;L) t\u00ednh t\u1eeb \u0111\u1ea7u th\u00e1ng \u0111\u1ebfn nay theo lo\u1ea1i t\u00e0i s\u1ea3n l\u00e0 bao nhi\u00eau?&#8221;<\/li>\n<li>&#8220;T\u00f3m t\u1eaft c\u00e1c y\u1ebfu t\u1ed1 r\u1ee7i ro \u1ea3nh h\u01b0\u1edfng \u0111\u1ebfn danh m\u1ee5c \u0111\u1ea7u t\u01b0 trong tu\u1ea7n n\u00e0y.&#8221;<\/li>\n<\/ul>\n<p>V\u00ec d\u1eef li\u1ec7u \u0111\u00e3 \u0111\u01b0\u1ee3c \u0111\u1ed1i so\u00e1t, qu\u1ea3n tr\u1ecb v\u00e0 ph\u00e2n quy\u1ec1n, c\u00e1c quy tr\u00ecnh l\u00e0m vi\u1ec7c c\u1ee7a Copilot v\u00e0 <em>agentic AI<\/em> (AI c\u00f3 kh\u1ea3 n\u0103ng t\u1ef1 ch\u1ee7 l\u1eadp k\u1ebf ho\u1ea1ch v\u00e0 h\u00e0nh \u0111\u1ed9ng) c\u00f3 th\u1ec3 ho\u1ea1t \u0111\u1ed9ng an to\u00e0n \u0111\u1ec3 mang l\u1ea1i gi\u00e1 tr\u1ecb kinh doanh th\u1ef1c s\u1ef1.<\/p>\n<h2>Gi\u00e1 tr\u1ecb kinh doanh cho doanh nghi\u1ec7p<\/h2>\n<p>Vi\u1ec7c tri\u1ec3n khai Capital Markets DataHub mang l\u1ea1i nhi\u1ec1u l\u1ee3i \u00edch thi\u1ebft th\u1ef1c cho c\u00e1c t\u1ed5 ch\u1ee9c t\u00e0i ch\u00ednh:<\/p>\n<ul>\n<li><strong>Gi\u1ea3m thi\u1ec3u c\u00f4ng s\u1ee9c<\/strong> x\u1eed l\u00fd v\u00e0 \u0111\u1ed1i so\u00e1t d\u1eef li\u1ec7u th\u1ee7 c\u00f4ng.<\/li>\n<li><strong>H\u1ee3p nh\u1ea5t<\/strong> b\u00e1o c\u00e1o danh m\u1ee5c, r\u1ee7i ro, v\u1eadn h\u00e0nh v\u00e0 nh\u00e0 \u0111\u1ea7u t\u01b0 tr\u00ean m\u1ed9t n\u1ec1n t\u1ea3ng d\u1eef li\u1ec7u duy nh\u1ea5t.<\/li>\n<li><strong>T\u0103ng t\u1ed1c th\u1eddi gian t\u1ea1o ra gi\u00e1 tr\u1ecb<\/strong> cho c\u00e1c s\u00e1ng ki\u1ebfn ph\u00e2n t\u00edch v\u00e0 AI.<\/li>\n<li><strong>C\u1ea3i thi\u1ec7n t\u00ednh minh b\u1ea1ch v\u00e0 kh\u1ea3 n\u0103ng ki\u1ec3m to\u00e1n<\/strong> cho c\u00e1c c\u01a1 quan qu\u1ea3n l\u00fd v\u00e0 kh\u00e1ch h\u00e0ng.<\/li>\n<li><strong>Cho ph\u00e9p \u00e1p d\u1ee5ng AI<\/strong> m\u00e0 kh\u00f4ng \u1ea3nh h\u01b0\u1edfng \u0111\u1ebfn b\u1ea3o m\u1eadt ho\u1eb7c qu\u1ea3n tr\u1ecb d\u1eef li\u1ec7u.<\/li>\n<\/ul>\n<h2>B\u1eaft \u0111\u1ea7u s\u1eed d\u1ee5ng<\/h2>\n<p>\u0110\u1ec3 b\u1eaft \u0111\u1ea7u, c\u00e1c doanh nghi\u1ec7p c\u00f3 th\u1ec3 truy c\u1eadp v\u00e0o Workload Hub trong Fabric v\u00e0 th\u00eam Capital Markets DataHub v\u00e0o tenant c\u1ee7a m\u00ecnh.<\/p>\n<figure class=\"wp-block-image size-large aligncenter\" style=\"text-align:center;margin:1.5em 0;\"><img decoding=\"async\" src=\"https:\/\/microsoft.cmctelecom.vn\/wp-content\/uploads\/2026\/07\/3e4a04e8a8.png\" alt=\"Giao di\u1ec7n Workload Hub tr\u00ean Microsoft Fabric v\u1edbi Capital Markets DataHub \u0111\u01b0\u1ee3c \u0111\u00e1nh d\u1ea5u.\" style=\"border-radius:8px;border:1px solid #e5e7eb;max-width:100%;max-height:560px;width:auto;height:auto;display:inline-block;\"><\/figure>","protected":false},"excerpt":{"rendered":"<p>Ng\u00e0y 26 th\u00e1ng 3 n\u0103m 2026, Microsoft \u0111\u00e3 c\u00f4ng b\u1ed1 b\u1ea3n xem tr\u01b0\u1edbc (preview) c\u1ee7a Capital Markets DataHub, m\u1ed9t workload m\u1edbi tr\u00ean n\u1ec1n t\u1ea3ng Microsoft Fabric. Gi\u1ea3i ph\u00e1p n\u00e0y \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf chuy\u00ean bi\u1ec7t \u0111\u1ec3 gi\u1ea3i quy\u1ebft b\u00e0i to\u00e1n ph\u1ee9c t\u1ea1p v\u1ec1 d\u1eef li\u1ec7u trong ng\u00e0nh t\u00e0i ch\u00ednh, \u0111\u1eb7c bi\u1ec7t l\u00e0 cho c\u00e1c kh\u00e1ch h\u00e0ng&#8230;<\/p>","protected":false},"author":15,"featured_media":12223,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[1],"tags":[],"class_list":["post-12226","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 v28.1 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Microsoft Fabric ra m\u1eaft Capital Markets DataHub cho ng\u00e0nh t\u00e0i ch\u00ednh | CMC Telecom<\/title>\n<meta name=\"description\" content=\"\u0110\u1ed1i t\u00e1c Tier-1 Solutions 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