{"id":12374,"date":"2026-07-17T08:52:59","date_gmt":"2026-07-17T01:52:59","guid":{"rendered":"https:\/\/microsoft.cmctelecom.vn\/microsoft-toi-uu-chuoi-cung-ung-ban-le-voi-he-thong-ai-agent-tu-hanh\/"},"modified":"2026-07-22T08:36:39","modified_gmt":"2026-07-22T01:36:39","slug":"microsoft-toi-uu-chuoi-cung-ung-ban-le-voi-he-thong-ai-agent-tu-hanh","status":"publish","type":"post","link":"https:\/\/microsoft.cmctelecom.vn\/en\/microsoft-toi-uu-chuoi-cung-ung-ban-le-voi-he-thong-ai-agent-tu-hanh\/","title":{"rendered":"Microsoft: T\u1ed1i \u01b0u chu\u1ed7i cung \u1ee9ng b\u00e1n l\u1ebb v\u1edbi h\u1ec7 th\u1ed1ng AI agent t\u1ef1 h\u00e0nh"},"content":{"rendered":"

C\u00e1c c\u00f4ng ty b\u00e1n l\u1ebb v\u00e0 h\u00e0ng ti\u00eau d\u00f9ng \u0111ang \u0111\u1ed1i m\u1eb7t v\u1edbi s\u1ef1 gi\u00e1n \u0111o\u1ea1n chu\u1ed7i cung \u1ee9ng li\u00ean t\u1ee5c, \u1ea3nh h\u01b0\u1edfng \u0111\u1ebfn doanh thu v\u00e0 s\u1ef1 h\u00e0i l\u00f2ng c\u1ee7a kh\u00e1ch h\u00e0ng. \u0110\u1ec3 gi\u1ea3i quy\u1ebft th\u00e1ch th\u1ee9c n\u00e0y, Microsoft gi\u1edbi thi\u1ec7u h\u1ec7 th\u1ed1ng agentic AI<\/em> (AI t\u00e1c t\u1eed), m\u1ed9t ph\u01b0\u01a1ng ph\u00e1p \u0111\u1ed9t ph\u00e1 gi\u00fap t\u1ef1 \u0111\u1ed9ng h\u00f3a c\u00e1c quy\u1ebft \u0111\u1ecbnh ph\u1ee9c t\u1ea1p, t\u0103ng t\u1ed1c \u0111\u1ed9 ph\u1ea3n \u1ee9ng v\u00e0 n\u00e2ng cao hi\u1ec7u qu\u1ea3 v\u1eadn h\u00e0nh.<\/p>\n

S\u1ef1 linh ho\u1ea1t v\u00e0 kh\u1ea3 n\u0103ng ph\u1ee5c h\u1ed3i c\u1ee7a chu\u1ed7i cung \u1ee9ng ph\u1ee5 thu\u1ed9c v\u00e0o vi\u1ec7c ra quy\u1ebft \u0111\u1ecbnh nhanh ch\u00f3ng v\u00e0 ch\u00ednh x\u00e1c. C\u00e1c quy\u1ebft \u0111\u1ecbnh sai l\u1ea7m ho\u1eb7c ph\u1ea3n \u1ee9ng ch\u1eadm tr\u1ec5 d\u1eabn \u0111\u1ebfn l\u1ee1 h\u1eb9n v\u1edbi kh\u00e1ch h\u00e0ng, t\u00e1c \u0111\u1ed9ng ti\u00eau c\u1ef1c \u0111\u1ebfn doanh thu, \u0111\u1ed3ng th\u1eddi l\u00e0m t\u0103ng chi ph\u00ed do v\u1eadn chuy\u1ec3n kh\u00f4ng hi\u1ec7u qu\u1ea3 v\u00e0 m\u1ee9c t\u1ed3n kho cao h\u01a1n.<\/p>\n

\n\"H\u1ec7
\n<\/figure>\n

H\u1ec7 th\u1ed1ng AI agent l\u00e0 g\u00ec?<\/h2>\n

H\u1ec7 th\u1ed1ng agentic<\/em> cung c\u1ea5p m\u1ed9t c\u01a1 h\u1ed9i mang t\u00ednh c\u00e1ch m\u1ea1ng \u0111\u1ec3 n\u00e2ng cao ch\u1ea5t l\u01b0\u1ee3ng v\u00e0 t\u1ed1c \u0111\u1ed9 ra quy\u1ebft \u0111\u1ecbnh. Khi \u0111\u01b0\u1ee3c k\u00edch ho\u1ea1t b\u1edfi m\u1ed9t s\u1ef1 ki\u1ec7n kinh doanh, c\u00e1c agent s\u1ebd thu th\u1eadp v\u00e0 ph\u00e2n t\u00edch d\u1eef li\u1ec7u li\u00ean quan \u0111\u1ec3 tr\u1ef1c ti\u1ebfp h\u00e0nh \u0111\u1ed9ng ho\u1eb7c \u0111\u1ec1 xu\u1ea5t h\u00e0nh \u0111\u1ed9ng. T\u1ea1i s\u1ef1 ki\u1ec7n Microsoft Ignite v\u00e0o th\u00e1ng 10 n\u0103m 2024, Microsoft \u0111\u00e3 c\u00f4ng b\u1ed1 kh\u1ea3 n\u0103ng x\u00e2y d\u1ef1ng c\u00e1c agent t\u1ef1 h\u00e0nh b\u1eb1ng Microsoft Copilot Studio<\/strong>. Trong b\u1ed1i c\u1ea3nh chu\u1ed7i cung \u1ee9ng, kh\u1ea3 n\u0103ng n\u00e0y cho ph\u00e9p x\u00e1c \u0111\u1ecbnh v\u00e0 h\u00e0nh \u0111\u1ed9ng d\u1ef1a tr\u00ean c\u00e1c ngu\u1ed3n cung \u1ee9ng thay th\u1ebf trong tr\u01b0\u1eddng h\u1ee3p m\u1ed9t l\u00f4 h\u00e0ng b\u1ecb ch\u1eadm tr\u1ec5, v\u1edbi s\u1ef1 can thi\u1ec7p t\u1ed1i thi\u1ec3u c\u1ee7a con ng\u01b0\u1eddi.<\/p>\n

M\u1ed9t h\u1ec7 th\u1ed1ng agentic c\u00f3 c\u00e1c \u0111\u1eb7c \u0111i\u1ec3m sau:<\/p>\n

    \n
  • T\u1ef1 ch\u1ee7 (Autonomy):<\/strong> Ho\u1ea1t \u0111\u1ed9ng \u0111\u1ed9c l\u1eadp, ra quy\u1ebft \u0111\u1ecbnh v\u00e0 th\u1ef1c thi nhi\u1ec7m v\u1ee5 m\u00e0 kh\u00f4ng c\u1ea7n gi\u00e1m s\u00e1t li\u00ean t\u1ee5c, ch\u1ec9 b\u00e1o c\u00e1o cho con ng\u01b0\u1eddi khi c\u1ea7n thi\u1ebft.<\/li>\n
  • Nh\u1eadn th\u1ee9c theo ng\u1eef c\u1ea3nh (Context aware):<\/strong> Di\u1ec5n gi\u1ea3i d\u1eef li\u1ec7u v\u00e0 \u0111i\u1ec1u ch\u1ec9nh h\u00e0nh \u0111\u1ed9ng cho ph\u00f9 h\u1ee3p.<\/li>\n
  • \u0110\u1ecbnh h\u01b0\u1edbng m\u1ee5c ti\u00eau (Goal orientation):<\/strong> C\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c l\u1eadp tr\u00ecnh \u0111\u1ec3 \u0111\u1ea1t \u0111\u01b0\u1ee3c c\u00e1c m\u1ee5c ti\u00eau c\u1ee5 th\u1ec3, v\u00ed d\u1ee5 nh\u01b0 \u01b0u ti\u00ean t\u1ed1i \u01b0u h\u00f3a chi ph\u00ed thay v\u00ec ch\u1ec9 ch\u1ecdn ph\u01b0\u01a1ng \u00e1n c\u00f3 s\u1eb5n \u0111\u1ea7u ti\u00ean.<\/li>\n
  • H\u1ecdc h\u1ecfi (Learning):<\/strong> N\u00e2ng cao hi\u1ec7u su\u1ea5t b\u1eb1ng c\u00e1ch s\u1eed d\u1ee5ng d\u1eef li\u1ec7u m\u1edbi v\u00e0 k\u1ebft qu\u1ea3 trong qu\u00e1 kh\u1ee9.<\/li>\n
  • L\u00fd lu\u1eadn v\u00e0 ra quy\u1ebft \u0111\u1ecbnh (Reasoning and decision making):<\/strong> S\u1eed d\u1ee5ng kh\u1ea3 n\u0103ng suy lu\u1eadn \u0111\u1ec3 x\u1eed l\u00fd th\u00f4ng tin v\u00e0 \u0111\u01b0a ra quy\u1ebft \u0111\u1ecbnh.<\/li>\n
  • K\u1ef9 n\u0103ng v\u00e0 n\u0103ng l\u1ef1c (Skills and capabilities):<\/strong> S\u1edf h\u1eefu c\u00e1c k\u1ef9 n\u0103ng c\u1ee5 th\u1ec3 \u0111\u1ec3 th\u1ef1c hi\u1ec7n nhi\u1ec7m v\u1ee5, c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c h\u1ecdc ho\u1eb7c l\u1eadp tr\u00ecnh s\u1eb5n.<\/li>\n<\/ul>\n

    Kh\u00e1c bi\u1ec7t so v\u1edbi RPA v\u00e0 Copilot<\/h2>\n

    Nhi\u1ec1u ng\u01b0\u1eddi c\u00f3 th\u1ec3 nh\u1ea7m l\u1eabn AI agent v\u1edbi T\u1ef1 \u0111\u1ed9ng h\u00f3a Quy tr\u00ecnh b\u1eb1ng Robot (RPA) ho\u1eb7c \u0111\u1eb7t c\u00e2u h\u1ecfi v\u1ec1 s\u1ef1 kh\u00e1c bi\u1ec7t gi\u1eefa agent v\u00e0 copilot.<\/p>\n

      \n
    • So v\u1edbi RPA:<\/strong> RPA s\u1eed d\u1ee5ng t\u1ef1 \u0111\u1ed9ng h\u00f3a d\u1ef1a tr\u00ean quy t\u1eafc c\u1ee9ng nh\u1eafc. Ng\u01b0\u1ee3c l\u1ea1i, AI agent t\u0103ng c\u01b0\u1eddng kh\u1ea3 n\u0103ng n\u00e0y b\u1eb1ng c\u00e1ch s\u1eed d\u1ee5ng c\u00e1c m\u00f4 h\u00ecnh ng\u00f4n ng\u1eef l\u1edbn (LLM) \u0111\u1ec3 suy lu\u1eadn tr\u00ean d\u1eef li\u1ec7u v\u00e0 tr\u00edch xu\u1ea5t th\u00f4ng tin li\u00ean quan t\u1eeb c\u00e1c b\u1ed9 d\u1eef li\u1ec7u kh\u1ed5ng l\u1ed3. M\u1ed9t gi\u1ea3i ph\u00e1p d\u1ef1a tr\u00ean agent c\u00f3 th\u1ec3 h\u1ecdc h\u1ecfi v\u00e0 c\u1ea3i thi\u1ec7n theo th\u1eddi gian, mang l\u1ea1i k\u1ebft qu\u1ea3 hi\u1ec7u qu\u1ea3 h\u01a1n.<\/li>\n
    • So v\u1edbi Copilot:<\/strong> Agent ho\u1ea1t \u0111\u1ed9ng t\u1ef1 ch\u1ee7 (th\u01b0\u1eddng \u1edf ch\u1ebf \u0111\u1ed9 n\u1ec1n), trong khi copilot h\u1ed7 tr\u1ee3 ng\u01b0\u1eddi d\u00f9ng trong th\u1eddi gian th\u1ef1c. M\u1ed9t agent c\u00f3 th\u1ec3 ho\u1ea1t \u0111\u1ed9ng b\u00ean trong Copilot, ph\u00f9 h\u1ee3p v\u1edbi t\u1ea7m nh\u00ecn c\u1ee7a Microsoft v\u1ec1 Copilot<\/strong> nh\u01b0 l\u00e0 ‘giao di\u1ec7n ng\u01b0\u1eddi d\u00f9ng cho AI’ (UI for AI). Trong t\u01b0\u01a1ng lai, ng\u01b0\u1eddi d\u00f9ng s\u1ebd c\u00f3 m\u1ed9t copilot nh\u01b0ng c\u00f3 th\u1ec3 c\u00f3 nhi\u1ec1u agent ho\u1ea1t \u0111\u1ed9ng song song.<\/li>\n<\/ul>\n

      \u1ee8ng d\u1ee5ng th\u1ef1c ti\u1ec5n trong chu\u1ed7i cung \u1ee9ng b\u00e1n l\u1ebb (RCG)<\/h2>\n

      Agent c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c \u00e1p d\u1ee5ng r\u1ed9ng r\u00e3i trong chu\u1ed7i cung \u1ee9ng b\u00e1n l\u1ebb v\u00e0 h\u00e0ng ti\u00eau d\u00f9ng (RCG) \u0111\u1ec3 t\u1ef1 \u0111\u1ed9ng h\u00f3a c\u00e1c t\u00e1c v\u1ee5 l\u1eb7p \u0111i l\u1eb7p l\u1ea1i, ph\u00e2n t\u00edch l\u01b0\u1ee3ng l\u1edbn d\u1eef li\u1ec7u \u0111\u1ec3 t\u00ecm ki\u1ebfm insight v\u00e0 c\u1ea3i thi\u1ec7n qu\u1ea3n l\u00fd. C\u00e1c tr\u01b0\u1eddng h\u1ee3p s\u1eed d\u1ee5ng l\u00fd t\u01b0\u1edfng l\u00e0 nh\u1eefng t\u00e1c v\u1ee5 t\u1ed1n nhi\u1ec1u nh\u00e2n l\u1ef1c, l\u1eb7p \u0111i l\u1eb7p l\u1ea1i v\u00e0 \u0111\u00f2i h\u1ecfi ra quy\u1ebft \u0111\u1ecbnh theo th\u1eddi gian th\u1ef1c.<\/p>\n

      Qu\u1ea3n l\u00fd t\u1ed3n kho v\u00e0 hi\u1ec7u su\u1ea5t c\u1eeda h\u00e0ng<\/h3>\n

      AI agent c\u00f3 th\u1ec3 \u0111\u00f3ng vai tr\u00f2 quan tr\u1ecdng trong vi\u1ec7c c\u1ea3i thi\u1ec7n hi\u1ec7u su\u1ea5t c\u1eeda h\u00e0ng v\u00e0 qu\u1ea3n l\u00fd t\u1ed3n kho. M\u1ed9t agent c\u00f3 th\u1ec3 t\u1ef1 \u0111\u1ed9ng theo d\u00f5i d\u1eef li\u1ec7u \u0111\u1ec3 c\u1ea3nh b\u00e1o ng\u01b0\u1eddi qu\u1ea3n l\u00fd khi c\u00e1c ch\u1ec9 s\u1ed1 hi\u1ec7u su\u1ea5t c\u1eeda h\u00e0ng gi\u1ea3m xu\u1ed1ng d\u01b0\u1edbi ng\u01b0\u1ee1ng x\u00e1c \u0111\u1ecbnh. B\u1eb1ng c\u00e1ch so s\u00e1nh hi\u1ec7u su\u1ea5t gi\u1eefa c\u00e1c c\u1eeda h\u00e0ng t\u01b0\u01a1ng t\u1ef1, agent c\u00f3 th\u1ec3 x\u00e1c \u0111\u1ecbnh c\u00e1c l\u0129nh v\u1ef1c c\u1ea7n c\u1ea3i thi\u1ec7n v\u00e0 \u0111\u1ec1 xu\u1ea5t h\u00e0nh \u0111\u1ed9ng.<\/p>\n

      Agent c\u0169ng gi\u00fap tr\u00e1nh t\u00ecnh tr\u1ea1ng h\u1ebft h\u00e0ng (stockout) v\u00e0 th\u1eeba h\u00e0ng (overstock). B\u1eb1ng c\u00e1ch ph\u00e2n t\u00edch d\u1eef li\u1ec7u t\u1eeb nhi\u1ec1u ngu\u1ed3n (doanh s\u1ed1, t\u1ed3n kho, khuy\u1ebfn m\u00e3i), agent c\u00f3 th\u1ec3 x\u00e1c \u0111\u1ecbnh khi m\u1ed9t \u0111\u1ee3t t\u0103ng \u0111\u1ed9t bi\u1ebfn v\u1ec1 doanh s\u1ed1 kh\u00f4ng kh\u1edbp v\u1edbi d\u1ef1 b\u00e1o, d\u1eabn \u0111\u1ebfn nguy c\u01a1 thi\u1ebfu h\u1ee5t v\u00e0 c\u1ea3nh b\u00e1o cho \u0111\u1ed9i ng\u0169 chu\u1ed7i cung \u1ee9ng. Agent c\u00f3 th\u1ec3 t\u1ef1 \u0111\u1ed9ng t\u1ea1o \u0111\u01a1n \u0111\u1eb7t h\u00e0ng b\u1ed5 sung \u0111\u1ec3 \u0111\u1ea3m b\u1ea3o m\u1ee9c t\u1ed3n kho t\u1ed1i \u01b0u.<\/p>\n

      Gi\u1ea3m thi\u1ec3u gi\u00e1n \u0111o\u1ea1n v\u00e0 ph\u00e2n b\u1ed5 h\u00e0ng h\u00f3a<\/h3>\n

      S\u1ef1 gi\u00e1n \u0111o\u1ea1n chu\u1ed7i cung \u1ee9ng th\u01b0\u1eddng d\u1eabn \u0111\u1ebfn t\u00ecnh tr\u1ea1ng thi\u1ebfu h\u1ee5t s\u1ea3n ph\u1ea9m. AI agent c\u00f3 th\u1ec3 ph\u00e2n t\u00edch \u0111\u01a1n \u0111\u1eb7t h\u00e0ng c\u1ee7a kh\u00e1ch h\u00e0ng, m\u1ee9c t\u1ed3n kho hi\u1ec7n t\u1ea1i v\u00e0 c\u00e1c t\u00f9y ch\u1ecdn s\u1ea3n ph\u1ea9m thay th\u1ebf \u0111\u1ec3 x\u00e1c \u0111\u1ecbnh c\u00e1c t\u00ecnh hu\u1ed1ng r\u1ee7i ro. Sau \u0111\u00f3, agent s\u1ebd ph\u00e2n b\u1ed5 h\u00e0ng t\u1ed3n kho b\u1eb1ng c\u00e1ch \u01b0u ti\u00ean c\u00e1c \u0111\u01a1n h\u00e0ng d\u1ef1a tr\u00ean c\u00e1c ti\u00eau ch\u00ed \u0111\u01b0\u1ee3c x\u00e1c \u0111\u1ecbnh tr\u01b0\u1edbc nh\u01b0 l\u00f2ng trung th\u00e0nh c\u1ee7a kh\u00e1ch h\u00e0ng, ph\u00e2n kh\u00fac kh\u00e1ch h\u00e0ng, gi\u00e1 tr\u1ecb \u0111\u01a1n h\u00e0ng, v\u00e0 m\u1ee9c ph\u1ea1t SLA.<\/p>\n

      \u0110\u1ed1i ph\u00f3 v\u1edbi bi\u1ebfn \u0111\u1ed9ng thu\u1ebf quan<\/h3>\n

      M\u1ed9t trong nh\u1eefng th\u00e1ch th\u1ee9c l\u1edbn m\u00e0 c\u00e1c c\u00f4ng ty RCG ph\u1ea3i \u0111\u1ed1i m\u1eb7t trong n\u0103m 2025 l\u00e0 \u0111\u00e1nh gi\u00e1 t\u00e1c \u0111\u1ed9ng c\u1ee7a thu\u1ebf quan. AI agent c\u00f3 th\u1ec3 \u0111\u00e1nh gi\u00e1 v\u00e0 \u0111\u1ec1 xu\u1ea5t c\u00e1c nh\u00e0 cung c\u1ea5p thay th\u1ebf t\u1eeb c\u00e1c khu v\u1ef1c kh\u00e1c nhau \u0111\u1ec3 gi\u1ea3m thi\u1ec3u r\u1ee7i ro thu\u1ebf quan cao. B\u1eb1ng c\u00e1ch li\u00ean t\u1ee5c theo d\u00f5i c\u00e1c quy \u0111\u1ecbnh thu\u1ebf quan v\u00e0 \u0111i\u1ec1u ki\u1ec7n th\u1ecb tr\u01b0\u1eddng, agent c\u00f3 th\u1ec3 \u0111\u1ec1 xu\u1ea5t c\u00e1c bi\u1ec7n ph\u00e1p ti\u1ebft ki\u1ec7m chi ph\u00ed nh\u01b0 mua s\u1ed1 l\u01b0\u1ee3ng l\u1edbn tr\u01b0\u1edbc khi thu\u1ebf t\u0103ng ho\u1eb7c chuy\u1ec3n s\u1ea3n xu\u1ea5t sang c\u00e1c qu\u1ed1c gia c\u00f3 thu\u1ebf su\u1ea5t th\u1ea5p h\u01a1n.<\/p>\n

      T\u1ea7m nh\u00ecn t\u01b0\u01a1ng lai: Project Sophia<\/h2>\n

      T\u1ea7m nh\u00ecn c\u1ee7a Microsoft l\u00e0 h\u1ee3p nh\u1ea5t agent, copilot v\u00e0 c\u00e1c \u1ee9ng d\u1ee5ng kinh doanh v\u00e0o m\u1ed9t n\u1ec1n t\u1ea3ng duy nh\u1ea5t c\u00f3 t\u00ean Project Sophia<\/strong>. \u0110\u01b0\u1ee3c thi\u1ebft k\u1ebf v\u1edbi ph\u01b0\u01a1ng ph\u00e1p \u01b0u ti\u00ean AI, Project Sophia cho ph\u00e9p ng\u01b0\u1eddi d\u00f9ng \u0111\u1eb7t c\u00e1c c\u00e2u h\u1ecfi kinh doanh ph\u1ee9c t\u1ea1p b\u1eb1ng c\u00e1ch ph\u00e2n t\u00edch d\u1eef li\u1ec7u t\u1eeb nhi\u1ec1u h\u1ec7 th\u1ed1ng kh\u00e1c nhau. AI s\u1ebd h\u01b0\u1edbng d\u1eabn b\u1ea1n xem x\u00e9t c\u00e1c g\u00f3c \u0111\u1ed9 kh\u00e1c nhau, gi\u00fap b\u1ea1n hi\u1ec3u v\u00e0 h\u00e0nh \u0111\u1ed9ng d\u1ef1a tr\u00ean c\u00e1c insight m\u1ed9t c\u00e1ch to\u00e0n di\u1ec7n.<\/p>\n

      Khi c\u00e1c kh\u1ea3 n\u0103ng n\u00e0y \u0111\u01b0\u1ee3c m\u1edf r\u1ed9ng, vi\u1ec7c tr\u1ea3 l\u1eddi nh\u1eefng c\u00e2u h\u1ecfi ph\u1ee9c t\u1ea1p nh\u01b0 \u201cL\u00e0m c\u00e1ch n\u00e0o \u0111\u1ec3 t\u1ed1i \u01b0u h\u00f3a chu\u1ed7i cung \u1ee9ng c\u1ee7a t\u00f4i nh\u1eb1m t\u0103ng doanh s\u1ed1 b\u00e1n h\u00e0ng l\u00ean 10%?\u201d s\u1ebd kh\u00f4ng c\u00f2n m\u1ea5t h\u00e0ng tu\u1ea7n ph\u00e2n t\u00edch n\u1eefa. Thay v\u00e0o \u0111\u00f3, AI s\u1ebd cung c\u1ea5p c\u00e2u tr\u1ea3 l\u1eddi nhanh ch\u00f3ng v\u00e0 s\u00e2u s\u1eafc h\u01a1n.<\/p>\n

      B\u1eaft \u0111\u1ea7u v\u1edbi h\u1ec7 th\u1ed1ng AI agent<\/h2>\n

      \u0110\u1ec3 b\u1eaft \u0111\u1ea7u \u1ee9ng d\u1ee5ng AI agent m\u1ed9t c\u00e1ch chi\u1ebfn l\u01b0\u1ee3c, doanh nghi\u1ec7p c\u1ea7n x\u00e1c \u0111\u1ecbnh c\u00e1c quy tr\u00ecnh kinh doanh ph\u00f9 h\u1ee3p \u0111\u1ec3 t\u1ef1 \u0111\u1ed9ng h\u00f3a, \u0111\u1eb7c bi\u1ec7t l\u00e0 c\u00e1c t\u00e1c v\u1ee5 t\u1ed1n th\u1eddi gian v\u00e0 \u0111\u01a1n \u0111i\u1ec7u. \u0110i\u1ec1u quan tr\u1ecdng l\u00e0 ph\u1ea3i thi\u1ebft l\u1eadp l\u00f2ng tin c\u1ee7a ng\u01b0\u1eddi d\u00f9ng v\u00e0o kh\u1ea3 n\u0103ng c\u1ee7a agent v\u00e0 x\u00e2y d\u1ef1ng c\u00e1c r\u00e0o c\u1ea3n v\u1eadn h\u00e0nh r\u00f5 r\u00e0ng, bao g\u1ed3m qu\u1ea3n tr\u1ecb d\u1eef li\u1ec7u, quy\u1ec1n ri\u00eang t\u01b0 v\u00e0 b\u1ea3o m\u1eadt.<\/p>\n

      S\u1ef1 t\u00edch h\u1ee3p c\u1ee7a agentic AI<\/em> v\u00e0 AI t\u1ea1o sinh v\u00e0o c\u00e1c \u1ee9ng d\u1ee5ng kinh doanh b\u00e1o hi\u1ec7u m\u1ed9t s\u1ef1 thay \u0111\u1ed5i l\u1edbn trong c\u00e1ch c\u00e1c t\u1ed5 ch\u1ee9c ti\u1ebfp c\u1eadn gi\u1ea3i quy\u1ebft v\u1ea5n \u0111\u1ec1, l\u1eadp k\u1ebf ho\u1ea1ch chi\u1ebfn l\u01b0\u1ee3c v\u00e0 hi\u1ec7u qu\u1ea3 ho\u1ea1t \u0111\u1ed9ng. B\u1eb1ng c\u00e1ch t\u1eadn d\u1ee5ng c\u00e1c kh\u1ea3 n\u0103ng AI ti\u00ean ti\u1ebfn n\u00e0y, doanh nghi\u1ec7p c\u00f3 th\u1ec3 h\u01b0\u1edbng t\u1edbi m\u1ed9t t\u01b0\u01a1ng lai n\u01a1i vi\u1ec7c ra quy\u1ebft \u0111\u1ecbnh kh\u00f4ng ch\u1ec9 nhanh h\u01a1n v\u00e0 ch\u00ednh x\u00e1c h\u01a1n m\u00e0 c\u00f2n s\u00e2u s\u1eafc v\u00e0 to\u00e0n di\u1ec7n h\u01a1n.<\/p>","protected":false},"excerpt":{"rendered":"

      C\u00e1c c\u00f4ng ty b\u00e1n l\u1ebb v\u00e0 h\u00e0ng ti\u00eau d\u00f9ng \u0111ang \u0111\u1ed1i m\u1eb7t v\u1edbi s\u1ef1 gi\u00e1n \u0111o\u1ea1n chu\u1ed7i cung \u1ee9ng li\u00ean t\u1ee5c, \u1ea3nh h\u01b0\u1edfng \u0111\u1ebfn doanh thu v\u00e0 s\u1ef1 h\u00e0i l\u00f2ng c\u1ee7a kh\u00e1ch h\u00e0ng. \u0110\u1ec3 gi\u1ea3i quy\u1ebft th\u00e1ch th\u1ee9c n\u00e0y, Microsoft gi\u1edbi thi\u1ec7u h\u1ec7 th\u1ed1ng agentic AI (AI t\u00e1c t\u1eed), m\u1ed9t ph\u01b0\u01a1ng ph\u00e1p \u0111\u1ed9t ph\u00e1 gi\u00fap…<\/p>","protected":false},"author":15,"featured_media":12372,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[1],"tags":[],"class_list":["post-12374","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ms-blogs"],"acf":[],"yoast_head":"\nMicrosoft: T\u1ed1i \u01b0u chu\u1ed7i cung \u1ee9ng b\u00e1n l\u1ebb 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