{"id":164833,"date":"2026-09-04T16:40:43","date_gmt":"2026-09-04T09:40:43","guid":{"rendered":"https:\/\/bap-software.net\/?post_type=knowledge&p=164833"},"modified":"2026-09-04T16:40:43","modified_gmt":"2026-09-04T09:40:43","slug":"%e8%a3%bd%e9%80%a0%e6%a5%ad%e3%81%afai%e6%b4%bb%e7%94%a8%e3%82%92%e3%81%a9%e3%81%93%e3%81%8b%e3%82%89%e5%a7%8b%e3%82%81%e3%82%8b%e3%81%b9%e3%81%8d%e3%81%8b%ef%bc%9fbap%e3%81%aeai%e5%b0%82%e9%96%80","status":"publish","type":"knowledge","link":"https:\/\/bap-software.net\/vi\/knowledge\/%e8%a3%bd%e9%80%a0%e6%a5%ad%e3%81%afai%e6%b4%bb%e7%94%a8%e3%82%92%e3%81%a9%e3%81%93%e3%81%8b%e3%82%89%e5%a7%8b%e3%82%81%e3%82%8b%e3%81%b9%e3%81%8d%e3%81%8b%ef%bc%9fbap%e3%81%aeai%e5%b0%82%e9%96%80\/","title":{"rendered":"Doanh nghi\u1ec7p s\u1ea3n xu\u1ea5t n\u00ean \u1ee9ng d\u1ee5ng AI t\u1eeb \u0111\u00e2u? L\u1eddi khuy\u00ean t\u1eeb chuy\u00ean gia AI c\u1ee7a BAP"},"content":{"rendered":"

<\/p>\n

AI \u0111ang tr\u1edf th\u00e0nh m\u1ed9t trong nh\u1eefng c\u00f4ng ngh\u1ec7 \u0111\u01b0\u1ee3c quan t\u00e2m nh\u1ea5t trong ng\u00e0nh s\u1ea3n xu\u1ea5t. T\u1eeb ki\u1ec3m tra ch\u1ea5t l\u01b0\u1ee3ng, d\u1ef1 \u0111o\u00e1n s\u1ef1 c\u1ed1 m\u00e1y m\u00f3c \u0111\u1ebfn t\u1ed1i \u01b0u k\u1ebf ho\u1ea1ch s\u1ea3n xu\u1ea5t, AI c\u00f3 th\u1ec3 gi\u00fap doanh nghi\u1ec7p gi\u1ea3m c\u00f4ng vi\u1ec7c th\u1ee7 c\u00f4ng v\u00e0 \u0111\u01b0a ra quy\u1ebft \u0111\u1ecbnh nhanh h\u01a1n d\u1ef1a tr\u00ean d\u1eef li\u1ec7u.<\/p>\n

Tuy nhi\u00ean, v\u1ea5n \u0111\u1ec1 m\u00e0 nhi\u1ec1u doanh nghi\u1ec7p g\u1eb7p ph\u1ea3i kh\u00f4ng ph\u1ea3i l\u00e0\u00a0\u201cAI c\u00f3 th\u1ec3 l\u00e0m \u0111\u01b0\u1ee3c g\u00ec?\u201d, m\u00e0 l\u00e0:<\/p>\n

\u201cDoanh nghi\u1ec7p c\u1ee7a ch\u00fang t\u00f4i n\u00ean b\u1eaft \u0111\u1ea7u \u1ee9ng d\u1ee5ng AI t\u1eeb \u0111\u00e2u?\u201d<\/p>\n

T\u1eeb kinh nghi\u1ec7m tri\u1ec3n khai c\u00e1c d\u1ef1 \u00e1n AI th\u1ef1c t\u1ebf, chuy\u00ean gia AI c\u1ee7a BAP cho r\u1eb1ng doanh nghi\u1ec7p kh\u00f4ng n\u00ean b\u1eaft \u0111\u1ea7u b\u1eb1ng m\u1ed9t d\u1ef1 \u00e1n AI quy m\u00f4 l\u1edbn. Thay v\u00e0o \u0111\u00f3, h\u00e3y t\u00ecm\u00a0m\u1ed9t v\u1ea5n \u0111\u1ec1 c\u1ee5 th\u1ec3 trong ho\u1ea1t \u0111\u1ed9ng s\u1ea3n xu\u1ea5t m\u00e0 AI c\u00f3 th\u1ec3 t\u1ea1o ra hi\u1ec7u qu\u1ea3 \u0111o l\u01b0\u1eddng \u0111\u01b0\u1ee3c.<\/p>\n

AI \u0111ang \u0111\u01b0\u1ee3c \u1ee9ng d\u1ee5ng nh\u01b0 th\u1ebf n\u00e0o trong ng\u00e0nh s\u1ea3n xu\u1ea5t?<\/h1>\n

Nh\u00e0 m\u00e1y t\u1ea1o ra l\u01b0\u1ee3ng d\u1eef li\u1ec7u r\u1ea5t l\u1edbn m\u1ed7i ng\u00e0y: d\u1eef li\u1ec7u s\u1ea3n xu\u1ea5t, th\u00f4ng tin m\u00e1y m\u00f3c, c\u1ea3m bi\u1ebfn, h\u00ecnh \u1ea3nh camera, l\u1ecbch s\u1eed l\u1ed7i, b\u00e1o c\u00e1o b\u1ea3o tr\u00ec, t\u1ed3n kho hay c\u00e1c file Excel \u0111\u01b0\u1ee3c nh\u00e2n vi\u00ean c\u1eadp nh\u1eadt th\u1ee7 c\u00f4ng.<\/p>\n

\u0110\u00e2y ch\u00ednh l\u00e0 ngu\u1ed3n d\u1eef li\u1ec7u c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c khai th\u00e1c \u0111\u1ec3 \u1ee9ng d\u1ee5ng AI.<\/p>\n

Hi\u1ec7n nay, m\u1ed9t s\u1ed1 h\u01b0\u1edbng \u1ee9ng d\u1ee5ng ph\u1ed5 bi\u1ebfn g\u1ed3m:<\/p>\n

Ki\u1ec3m tra ch\u1ea5t l\u01b0\u1ee3ng b\u1eb1ng AI Vision:\u00a0Camera v\u00e0 Computer Vision c\u00f3 th\u1ec3 nh\u1eadn di\u1ec7n v\u1ebft x\u01b0\u1edbc, bi\u1ebfn d\u1ea1ng ho\u1eb7c l\u1ed7i ngo\u1ea1i quan, gi\u00fap gi\u1ea3m kh\u1ed1i l\u01b0\u1ee3ng ki\u1ec3m tra th\u1ee7 c\u00f4ng v\u00e0 chu\u1ea9n h\u00f3a ti\u00eau ch\u00ed \u0111\u00e1nh gi\u00e1 ch\u1ea5t l\u01b0\u1ee3ng.<\/p>\n

Ph\u00e1t hi\u1ec7n b\u1ea5t th\u01b0\u1eddng v\u00e0 b\u1ea3o tr\u00ec d\u1ef1 \u0111o\u00e1n:\u00a0AI ph\u00e2n t\u00edch d\u1eef li\u1ec7u sensor, h\u00ecnh \u1ea3nh v\u00e0 l\u1ecbch s\u1eed ho\u1ea1t \u0111\u1ed9ng \u0111\u1ec3 ph\u00e1t hi\u1ec7n d\u1ea5u hi\u1ec7u b\u1ea5t th\u01b0\u1eddng tr\u01b0\u1edbc khi thi\u1ebft b\u1ecb x\u1ea3y ra s\u1ef1 c\u1ed1.<\/p>\n

T\u1ed1i \u01b0u k\u1ebf ho\u1ea1ch s\u1ea3n xu\u1ea5t:\u00a0AI c\u00f3 th\u1ec3 ph\u00e2n t\u00edch \u0111\u01a1n h\u00e0ng, t\u1ed3n kho, nh\u00e2n l\u1ef1c, n\u0103ng l\u1ef1c thi\u1ebft b\u1ecb v\u00e0 th\u1eddi h\u1ea1n giao h\u00e0ng \u0111\u1ec3 h\u1ed7 tr\u1ee3 x\u00e2y d\u1ef1ng k\u1ebf ho\u1ea1ch s\u1ea3n xu\u1ea5t ph\u00f9 h\u1ee3p.<\/p>\n

Generative AI v\u00e0 AI Agent:\u00a0AI h\u1ed7 tr\u1ee3 t\u1ea1o b\u00e1o c\u00e1o, t\u00ecm ki\u1ebfm manual, x\u1eed l\u00fd t\u00e0i li\u1ec7u, t\u1ed5ng h\u1ee3p th\u00f4ng tin s\u1ef1 c\u1ed1 v\u00e0 khai th\u00e1c knowledge n\u1ed9i b\u1ed9.<\/p>\n

\u0110i\u1ec1u quan tr\u1ecdng l\u00e0 doanh nghi\u1ec7p\u00a0kh\u00f4ng nh\u1ea5t thi\u1ebft ph\u1ea3i x\u00e2y d\u1ef1ng m\u1ed9t \u201cSmart Factory ho\u00e0n ch\u1ec9nh\u201d m\u1edbi c\u00f3 th\u1ec3 \u1ee9ng d\u1ee5ng AI. M\u1ed9t c\u00f4ng vi\u1ec7c th\u1ee7 c\u00f4ng m\u1ea5t v\u00e0i gi\u1edd m\u1ed7i ng\u00e0y c\u0169ng c\u00f3 th\u1ec3 l\u00e0 \u0111i\u1ec3m b\u1eaft \u0111\u1ea7u ph\u00f9 h\u1ee3p.<\/p>\n

3 l\u1eddi khuy\u00ean t\u1eeb chuy\u00ean gia AI c\u1ee7a BAP<\/h1>\n
    \n
  1. \n

    \u0110\u1eebng b\u1eaft \u0111\u1ea7u b\u1eb1ng \u201cAI\u201d, h\u00e3y b\u1eaft \u0111\u1ea7u t\u1eeb v\u1ea5n \u0111\u1ec1<\/h2>\n<\/li>\n<\/ol>\n

    M\u1ed9t trong nh\u1eefng sai l\u1ea7m ph\u1ed5 bi\u1ebfn l\u00e0 b\u1eaft \u0111\u1ea7u d\u1ef1 \u00e1n b\u1eb1ng c\u00e2u h\u1ecfi:<\/p>\n

    \u201cCh\u00fang ta c\u00f3 th\u1ec3 s\u1eed d\u1ee5ng AI \u0111\u1ec3 l\u00e0m g\u00ec?\u201d<\/p>\n

    Thay v\u00e0o \u0111\u00f3, doanh nghi\u1ec7p n\u00ean x\u00e1c \u0111\u1ecbnh v\u1ea5n \u0111\u1ec1 th\u1ef1c t\u1ebf tr\u01b0\u1edbc.<\/p>\n

    V\u00ed d\u1ee5:<\/p>\n

      \n
    • Ki\u1ec3m tra ngo\u1ea1i quan m\u1ea5t 3 gi\u1edd m\u1ed7i ng\u00e0y.<\/li>\n
    • M\u00e1y m\u00f3c ch\u1ec9 \u0111\u01b0\u1ee3c s\u1eeda ch\u1eefa sau khi x\u1ea3y ra s\u1ef1 c\u1ed1.<\/li>\n
    • K\u1ebf ho\u1ea1ch s\u1ea3n xu\u1ea5t ph\u1ee5 thu\u1ed9c v\u00e0o Excel v\u00e0 kinh nghi\u1ec7m c\u1ee7a m\u1ed9t v\u00e0i nh\u00e2n vi\u00ean.<\/li>\n
    • Ch\u1ec9 nh\u00e2n vi\u00ean l\u00e2u n\u0103m bi\u1ebft c\u00e1ch x\u1eed l\u00fd m\u1ed9t s\u1ed1 l\u1ed7i m\u00e1y m\u00f3c.<\/li>\n<\/ul>\n

      Sau \u0111\u00f3 m\u1edbi \u0111\u00e1nh gi\u00e1 theo tr\u00ecnh t\u1ef1:<\/p>\n

      V\u1ea5n \u0111\u1ec1 \u2192 D\u1eef li\u1ec7u \u2192 C\u00f4ng ngh\u1ec7 \u2192 Hi\u1ec7u qu\u1ea3<\/p>\n

      Kh\u00f4ng ph\u1ea3i v\u1ea5n \u0111\u1ec1 n\u00e0o c\u0169ng c\u1ea7n AI. Trong m\u1ed9t s\u1ed1 tr\u01b0\u1eddng h\u1ee3p, RPA, BI, IoT ho\u1eb7c c\u1ea3i ti\u1ebfn h\u1ec7 th\u1ed1ng hi\u1ec7n t\u1ea1i c\u00f3 th\u1ec3 ph\u00f9 h\u1ee3p h\u01a1n.<\/p>\n

      M\u1ee5c ti\u00eau cu\u1ed1i c\u00f9ng kh\u00f4ng ph\u1ea3i\u00a0\u201c\u0111\u01b0a AI v\u00e0o nh\u00e0 m\u00e1y\u201d, m\u00e0 l\u00e0\u00a0gi\u1ea3i quy\u1ebft v\u1ea5n \u0111\u1ec1 kinh doanh b\u1eb1ng c\u00f4ng ngh\u1ec7 ph\u00f9 h\u1ee3p nh\u1ea5t.<\/p>\n

        \n
      1. \n

        B\u1eaft \u0111\u1ea7u nh\u1ecf v\u1edbi \u201c1 v\u1ea5n \u0111\u1ec1 \u00d7 1 c\u00f4ng \u0111o\u1ea1n\u201d<\/h2>\n<\/li>\n<\/ol>\n

        Thay v\u00ec AI h\u00f3a to\u00e0n b\u1ed9 nh\u00e0 m\u00e1y, doanh nghi\u1ec7p c\u00f3 th\u1ec3 b\u1eaft \u0111\u1ea7u t\u1eeb m\u1ed9t ph\u1ea1m vi nh\u1ecf:<\/p>\n

          \n
        • Ph\u00e1t hi\u1ec7n m\u1ed9t lo\u1ea1i l\u1ed7i s\u1ea3n ph\u1ea9m.<\/li>\n
        • Theo d\u00f5i b\u1ea5t th\u01b0\u1eddng c\u1ee7a m\u1ed9t lo\u1ea1i thi\u1ebft b\u1ecb.<\/li>\n
        • T\u1ef1 \u0111\u1ed9ng h\u00f3a m\u1ed9t lo\u1ea1i b\u00e1o c\u00e1o.<\/li>\n
        • T\u1ed1i \u01b0u m\u1ed9t c\u00f4ng \u0111o\u1ea1n trong k\u1ebf ho\u1ea1ch s\u1ea3n xu\u1ea5t.<\/li>\n<\/ul>\n

          Sau \u0111\u00f3 tri\u1ec3n khai PoC \u0111\u1ec3 ki\u1ec3m ch\u1ee9ng kh\u1ea3 n\u0103ng \u1ee9ng d\u1ee5ng AI.<\/p>\n

          \u0110i\u1ec3m quan tr\u1ecdng l\u00e0\u00a0PoC kh\u00f4ng n\u00ean ch\u1ec9 tr\u1ea3 l\u1eddi \u201cAI c\u00f3 ch\u1ea1y \u0111\u01b0\u1ee3c kh\u00f4ng?\u201d.<\/p>\n

          Doanh nghi\u1ec7p n\u00ean x\u00e1c \u0111\u1ecbnh KPI ngay t\u1eeb \u0111\u1ea7u, ch\u1eb3ng h\u1ea1n:<\/p>\n

            \n
          • Gi\u1ea3m bao nhi\u00eau gi\u1edd c\u00f4ng?<\/li>\n
          • \u0110\u1ed9 ch\u00ednh x\u00e1c \u0111\u1ea1t bao nhi\u00eau?<\/li>\n
          • Downtime gi\u1ea3m bao nhi\u00eau?<\/li>\n
          • T\u1ef7 l\u1ec7 l\u1ed7i gi\u1ea3m bao nhi\u00eau?<\/li>\n
          • Chi ph\u00ed v\u1eadn h\u00e0nh thay \u0111\u1ed5i nh\u01b0 th\u1ebf n\u00e0o?<\/li>\n<\/ul>\n

            N\u1ebfu hi\u1ec7u qu\u1ea3 \u0111\u01b0\u1ee3c ch\u1ee9ng minh b\u1eb1ng s\u1ed1 li\u1ec7u, doanh nghi\u1ec7p s\u1ebd d\u1ec5 d\u00e0ng quy\u1ebft \u0111\u1ecbnh c\u00f3 n\u00ean chuy\u1ec3n t\u1eeb PoC sang tri\u1ec3n khai th\u1ef1c t\u1ebf hay kh\u00f4ng.<\/p>\n

              \n
            1. \n

              \u0110\u1eebng ch\u1ec9 x\u00e2y AI model, h\u00e3y thi\u1ebft k\u1ebf c\u1ea3 quy tr\u00ecnh sau \u0111\u00f3<\/h2>\n<\/li>\n<\/ol>\n

              Trong nh\u00e0 m\u00e1y \u0111\u00e3 t\u1ed3n t\u1ea1i nhi\u1ec1u h\u1ec7 th\u1ed1ng nh\u01b0 ERP, MES, PLC, IoT, Excel v\u00e0 database n\u1ed9i b\u1ed9.<\/p>\n

              V\u00ec v\u1eady, m\u1ed9t AI model c\u00f3 \u0111\u1ed9 ch\u00ednh x\u00e1c cao ch\u01b0a ch\u1eafc \u0111\u00e3 mang l\u1ea1i gi\u00e1 tr\u1ecb n\u1ebfu n\u00f3 \u0111\u1ee9ng \u0111\u1ed9c l\u1eadp v\u1edbi quy tr\u00ecnh hi\u1ec7n t\u1ea1i.<\/p>\n

              V\u00ed d\u1ee5, AI ph\u00e1t hi\u1ec7n m\u1ed9t thi\u1ebft b\u1ecb c\u00f3 d\u1ea5u hi\u1ec7u b\u1ea5t th\u01b0\u1eddng. C\u00e2u chuy\u1ec7n kh\u00f4ng n\u00ean d\u1eebng \u1edf:<\/p>\n

              \u201cAI \u0111\u00e3 ph\u00e1t hi\u1ec7n b\u1ea5t th\u01b0\u1eddng.\u201d<\/p>\n

              Doanh nghi\u1ec7p c\u1ea7n x\u00e1c \u0111\u1ecbnh ti\u1ebfp:<\/p>\n

              AI ph\u00e1t hi\u1ec7n \u2192 Th\u00f4ng b\u00e1o cho ai \u2192 Nh\u00e2n vi\u00ean ki\u1ec3m tra \u1edf \u0111\u00e2u \u2192 Ai x\u1eed l\u00fd \u2192 K\u1ebft qu\u1ea3 \u0111\u01b0\u1ee3c l\u01b0u v\u00e0o \u0111\u00e2u<\/p>\n

              \u0110\u00e2y ch\u00ednh l\u00e0 \u0111i\u1ec3m kh\u00e1c bi\u1ec7t gi\u1eefa\u00a0m\u1ed9t AI demo\u00a0v\u00e0\u00a0m\u1ed9t h\u1ec7 th\u1ed1ng AI th\u1ef1c s\u1ef1 \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng trong nh\u00e0 m\u00e1y.<\/p>\n

              C\u00e1c d\u1ef1 \u00e1n AI th\u1ef1c t\u1ebf c\u1ee7a BAP<\/h1>\n

              Kinh nghi\u1ec7m t\u1eeb c\u00e1c d\u1ef1 \u00e1n th\u1ef1c t\u1ebf c\u0169ng cho th\u1ea5y AI c\u00f3 th\u1ec3 t\u1ea1o ra hi\u1ec7u qu\u1ea3 \u0111\u00e1ng k\u1ec3 khi \u0111\u01b0\u1ee3c \u00e1p d\u1ee5ng v\u00e0o \u0111\u00fang v\u1ea5n \u0111\u1ec1.<\/p>\n

              Smart Factory Agent \u2013 gi\u1ea3m 30% downtime<\/h2>\n

              BAP \u0111\u00e3 ph\u00e1t tri\u1ec3n\u00a0Smart Factory Agent, k\u1ebft h\u1ee3p d\u1eef li\u1ec7u t\u1eeb camera v\u00e0 sensor \u0111\u1ec3 ph\u00e1t hi\u1ec7n b\u1ea5t th\u01b0\u1eddng v\u00e0 h\u1ed7 tr\u1ee3 Predictive Maintenance.<\/p>\n

              Gi\u1ea3i ph\u00e1p s\u1eed d\u1ee5ng c\u00e1c c\u00f4ng ngh\u1ec7 nh\u01b0 YOLOv8, OpenCV, LangChain v\u00e0 Private GPT.<\/p>\n

              Thay v\u00ec ch\u1ec9 ph\u00e1t hi\u1ec7n b\u1ea5t th\u01b0\u1eddng, h\u1ec7 th\u1ed1ng c\u00f2n k\u1ebft h\u1ee3p notification bot \u0111\u1ec3 chuy\u1ec3n th\u00f4ng tin \u0111\u1ebfn ng\u01b0\u1eddi ph\u1ee5 tr\u00e1ch v\u00e0 h\u1ed7 tr\u1ee3 qu\u00e1 tr\u00ecnh x\u1eed l\u00fd.<\/p>\n

              Sau kho\u1ea3ng\u00a04 tu\u1ea7n PoC, downtime \u0111\u01b0\u1ee3c gi\u1ea3m 30%.<\/p>\n

              Case study n\u00e0y cho th\u1ea5y gi\u00e1 tr\u1ecb c\u1ee7a AI kh\u00f4ng ch\u1ec9 n\u1eb1m \u1edf kh\u1ea3 n\u0103ng nh\u1eadn di\u1ec7n b\u1ea5t th\u01b0\u1eddng m\u00e0 c\u00f2n \u1edf vi\u1ec7c gi\u00fap doanh nghi\u1ec7p\u00a0ph\u00e1t hi\u1ec7n v\u00e0 h\u00e0nh \u0111\u1ed9ng s\u1edbm h\u01a1n.<\/p>\n

              Maintenance AI Assistant \u2013 gi\u1ea3m 70% th\u1eddi gian b\u00e1o c\u00e1o s\u1ef1 c\u1ed1<\/h2>\n

              Khi m\u00e1y m\u00f3c g\u1eb7p s\u1ef1 c\u1ed1, nh\u00e2n vi\u00ean th\u01b0\u1eddng ph\u1ea3i ki\u1ec3m tra, ch\u1ee5p \u1ea3nh, m\u00f4 t\u1ea3 t\u00ecnh tr\u1ea1ng v\u00e0 t\u1ed5ng h\u1ee3p th\u00e0nh b\u00e1o c\u00e1o.<\/p>\n

              BAP \u0111\u00e3 x\u00e2y d\u1ef1ng Maintenance AI Assistant k\u1ebft h\u1ee3p:<\/p>\n

              Speech Recognition + Vision AI + LLM<\/p>\n

              v\u1edbi c\u00e1c c\u00f4ng ngh\u1ec7 nh\u01b0 Whisper, OpenAI Vision v\u00e0 GPT.<\/p>\n

              Nh\u00e2n vi\u00ean c\u00f3 th\u1ec3 cung c\u1ea5p th\u00f4ng tin b\u1eb1ng gi\u1ecdng n\u00f3i v\u00e0 h\u00ecnh \u1ea3nh; AI h\u1ed7 tr\u1ee3 ph\u00e2n t\u00edch v\u00e0 t\u1ed5ng h\u1ee3p th\u00f4ng tin s\u1ef1 c\u1ed1.<\/p>\n

              PoC kho\u1ea3ng\u00a04 tu\u1ea7n gi\u00fap gi\u1ea3m 70% th\u1eddi gian b\u00e1o c\u00e1o s\u1ef1 c\u1ed1 m\u00e1y m\u00f3c.<\/p>\n

              \u0110\u00e2y c\u0169ng l\u00e0 v\u00ed d\u1ee5 cho th\u1ea5y Generative AI trong s\u1ea3n xu\u1ea5t kh\u00f4ng ch\u1ec9 d\u00f9ng \u0111\u1ec3 x\u00e2y chatbot m\u00e0 c\u00f2n c\u00f3 th\u1ec3 h\u1ed7 tr\u1ee3 tr\u1ef1c ti\u1ebfp ho\u1ea1t \u0111\u1ed9ng t\u1ea1i hi\u1ec7n tr\u01b0\u1eddng.<\/p>\n

              AI Agent x\u1eed l\u00fd t\u00e0i li\u1ec7u \u2013 t\u0103ng 60% t\u1ed1c \u0111\u1ed9 x\u1eed l\u00fd<\/h2>\n

              M\u1ed9t khu v\u1ef1c kh\u00e1c c\u00f3 ti\u1ec1m n\u0103ng \u1ee9ng d\u1ee5ng AI l\u1edbn l\u00e0 x\u1eed l\u00fd t\u00e0i li\u1ec7u.<\/p>\n

              Nh\u00e0 m\u00e1y th\u01b0\u1eddng t\u1ed3n t\u1ea1i nhi\u1ec1u checklist, phi\u1ebfu s\u1ea3n xu\u1ea5t, PDF, invoice v\u00e0 file Excel c\u1ea7n nh\u00e2n vi\u00ean ki\u1ec3m tra ho\u1eb7c nh\u1eadp li\u1ec7u th\u1ee7 c\u00f4ng.<\/p>\n

              BAP \u0111\u00e3 k\u1ebft h\u1ee3p\u00a0OCR + LLM\u00a0\u0111\u1ec3 t\u1ef1 \u0111\u1ed9ng nh\u1eadn di\u1ec7n, tr\u00edch xu\u1ea5t v\u00e0 x\u1eed l\u00fd th\u00f4ng tin t\u1eeb t\u00e0i li\u1ec7u.<\/p>\n

              Gi\u1ea3i ph\u00e1p s\u1eed d\u1ee5ng Azure Document Intelligence, GPT v\u00e0 LangChain, ghi nh\u1eadn\u00a0t\u1ed1c \u0111\u1ed9 x\u1eed l\u00fd t\u00e0i li\u1ec7u t\u0103ng 60% trong PoC.<\/p>\n

              \u0110\u1ed1i v\u1edbi doanh nghi\u1ec7p v\u1eabn c\u00f2n nhi\u1ec1u quy tr\u00ecnh gi\u1ea5y, PDF v\u00e0 Excel, \u0111\u00e2y c\u00f3 th\u1ec3 l\u00e0 m\u1ed9t \u0111i\u1ec3m b\u1eaft \u0111\u1ea7u AI t\u01b0\u01a1ng \u0111\u1ed1i th\u1ef1c t\u1ebf m\u00e0 kh\u00f4ng c\u1ea7n thay \u0111\u1ed5i to\u00e0n b\u1ed9 d\u00e2y chuy\u1ec1n s\u1ea3n xu\u1ea5t.<\/p>\n

              Doanh nghi\u1ec7p n\u00ean chu\u1ea9n b\u1ecb g\u00ec tr\u01b0\u1edbc khi \u1ee9ng d\u1ee5ng AI?<\/h1>\n

              Tr\u01b0\u1edbc khi \u0111\u1ea7u t\u01b0 v\u00e0o m\u1ed9t d\u1ef1 \u00e1n AI, doanh nghi\u1ec7p n\u00ean tr\u1ea3 l\u1eddi 4 c\u00e2u h\u1ecfi:<\/p>\n

                \n
              1. V\u1ea5n \u0111\u1ec1 c\u1ea7n gi\u1ea3i quy\u1ebft l\u00e0 g\u00ec?
                \nC\u1ed1 g\u1eafng chuy\u1ec3n t\u1eeb \u201cmu\u1ed1n \u1ee9ng d\u1ee5ng AI\u201d th\u00e0nh m\u1ed9t m\u1ee5c ti\u00eau c\u1ee5 th\u1ec3 nh\u01b0 \u201cgi\u1ea3m 30% th\u1eddi gian ki\u1ec3m tra\u201d.<\/li>\n
              2. C\u00f3 d\u1eef li\u1ec7u \u0111\u1ec3 gi\u1ea3i quy\u1ebft v\u1ea5n \u0111\u1ec1 \u0111\u00f3 kh\u00f4ng?
                \nKi\u1ec3m tra h\u00ecnh \u1ea3nh, sensor log, Excel, l\u1ecbch s\u1eed v\u1eadn h\u00e0nh, d\u1eef li\u1ec7u l\u1ed7i v\u00e0 t\u00e0i li\u1ec7u hi\u1ec7n c\u00f3.<\/li>\n
              3. Hi\u1ec7u qu\u1ea3 \u0111\u01b0\u1ee3c \u0111o b\u1eb1ng g\u00ec?
                \nX\u00e1c \u0111\u1ecbnh KPI nh\u01b0 th\u1eddi gian, \u0111\u1ed9 ch\u00ednh x\u00e1c, downtime, t\u1ef7 l\u1ec7 l\u1ed7i ho\u1eb7c chi ph\u00ed.<\/li>\n
              4. Sau PoC s\u1ebd l\u00e0m g\u00ec?
                \nNgay t\u1eeb \u0111\u1ea7u c\u1ea7n t\u00ednh \u0111\u1ebfn vi\u1ec7c t\u00edch h\u1ee3p h\u1ec7 th\u1ed1ng, security, v\u1eadn h\u00e0nh v\u00e0 maintenance sau khi \u0111\u01b0a AI v\u00e0o production.<\/li>\n<\/ol>\n

                K\u1ebft lu\u1eadn: H\u00e3y b\u1eaft \u0111\u1ea7u AI t\u1eeb m\u1ed9t v\u1ea5n \u0111\u1ec1 nh\u1ecf nh\u01b0ng c\u00f3 th\u1ec3 \u0111o l\u01b0\u1eddng<\/h1>\n

                Doanh nghi\u1ec7p s\u1ea3n xu\u1ea5t kh\u00f4ng nh\u1ea5t thi\u1ebft ph\u1ea3i \u0111\u1ea7u t\u01b0 ngay v\u00e0o m\u1ed9t d\u1ef1 \u00e1n Smart Factory quy m\u00f4 l\u1edbn.<\/p>\n

                H\u00e3y b\u1eaft \u0111\u1ea7u t\u1eeb nh\u1eefng c\u00e2u h\u1ecfi r\u1ea5t th\u1ef1c t\u1ebf:<\/p>\n

                C\u00f4ng vi\u1ec7c n\u00e0o \u0111ang m\u1ea5t nhi\u1ec1u th\u1eddi gian nh\u1ea5t?
                \nQuy tr\u00ecnh n\u00e0o ph\u1ee5 thu\u1ed9c qu\u00e1 nhi\u1ec1u v\u00e0o kinh nghi\u1ec7m c\u00e1 nh\u00e2n?
                \nS\u1ef1 c\u1ed1 n\u00e0o g\u00e2y thi\u1ec7t h\u1ea1i l\u1edbn n\u1ebfu ph\u00e1t hi\u1ec7n qu\u00e1 mu\u1ed9n?
                \nD\u1eef li\u1ec7u n\u00e0o doanh nghi\u1ec7p \u0111ang c\u00f3 nh\u01b0ng ch\u01b0a khai th\u00e1c?<\/p>\n

                T\u1eeb \u0111\u00f3, doanh nghi\u1ec7p c\u00f3 th\u1ec3 \u0111i theo t\u1eebng b\u01b0\u1edbc:<\/p>\n

                X\u00e1c \u0111\u1ecbnh v\u1ea5n \u0111\u1ec1 \u2192 Ki\u1ec3m tra d\u1eef li\u1ec7u \u2192 \u0110\u00e1nh gi\u00e1 kh\u1ea3 n\u0103ng \u1ee9ng d\u1ee5ng AI \u2192 PoC \u2192 \u0110o l\u01b0\u1eddng \u2192 Tri\u1ec3n khai th\u1ef1c t\u1ebf<\/p>\n

                BAP Solution Japan h\u1ed7 tr\u1ee3 doanh nghi\u1ec7p trong c\u00e1c l\u0129nh v\u1ef1c nh\u01b0\u00a0AI Vision, Predictive Maintenance, Generative AI\/LLM, RAG, AI Agent, AI-OCR, t\u1ed1i \u01b0u s\u1ea3n xu\u1ea5t v\u00e0 t\u00edch h\u1ee3p AI v\u1edbi ERP\/MES\/IoT.<\/p>\n

                Thay v\u00ec b\u1eaft \u0111\u1ea7u v\u1edbi c\u00e2u h\u1ecfi\u00a0\u201cCh\u00fang ta n\u00ean d\u00f9ng AI n\u00e0o?\u201d, h\u00e3y b\u1eaft \u0111\u1ea7u v\u1edbi c\u00e2u h\u1ecfi:<\/p>\n

                \u201cV\u1ea5n \u0111\u1ec1 n\u00e0o c\u1ee7a doanh nghi\u1ec7p \u0111\u00e1ng \u0111\u1ec3 AI gi\u1ea3i quy\u1ebft nh\u1ea5t?\u201d<\/p>\n

                \u0110\u00f3 ch\u00ednh l\u00e0 b\u01b0\u1edbc \u0111\u1ea7u ti\u00ean \u0111\u1ec3 bi\u1ebfn AI t\u1eeb m\u1ed9t c\u00f4ng ngh\u1ec7 th\u1eed nghi\u1ec7m th\u00e0nh gi\u00e1 tr\u1ecb th\u1ef1c t\u1ebf trong ho\u1ea1t \u0111\u1ed9ng s\u1ea3n xu\u1ea5t.<\/p>\n

                <\/p>","protected":false},"author":45,"featured_media":157313,"template":"","meta":{"_acf_changed":false},"tags":[],"blog-cat":[],"class_list":["post-164833","knowledge","type-knowledge","status-publish","has-post-thumbnail","hentry"],"acf":[],"yoast_head":"\n\u1ee8ng d\u1ee5ng AI trong s\u1ea3n xu\u1ea5t nh\u01b0 th\u1ebf n\u00e0o? Kinh nghi\u1ec7m v\u00e0 case study t\u1eeb BAP<\/title>\n<meta name=\"description\" content=\"\u30aa\u30d5\u30b7\u30e7\u30a2\u30b5\u30fc\u30d3\u30b9\u3001AI\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u3001\u30d6\u30ed\u30c3\u30af\u30c1\u30a7\u30fc\u30f3\u3001SAP\u3001\u30a6\u30a7\u30d6\u30fb\u30b9\u30de\u30fc\u30c8\u30d5\u30a9\u30f3\u30a2\u30d7\u30ea\u306a\u3069\u958b\u767a\u306b\u95a2\u3059\u308b\u6700\u65b0\u306e\u6280\u8853\u77e5\u8b58\u3092\u5171\u6709\u304a\u3088\u3073\u66f4\u65b0\u3059\u308b\u30b5\u30a4\u30c8\u3067\u3059\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/bap-software.net\/vi\/knowledge\/\u88fd\u9020\u696d\u306fai\u6d3b\u7528\u3092\u3069\u3053\u304b\u3089\u59cb\u3081\u308b\u3079\u304d\u304b\uff1fbap\u306eai\u5c02\u9580\/\" \/>\n<meta property=\"og:locale\" content=\"vi_VN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Doanh nghi\u1ec7p s\u1ea3n xu\u1ea5t n\u00ean \u1ee9ng d\u1ee5ng AI t\u1eeb \u0111\u00e2u? L\u1eddi khuy\u00ean t\u1eeb chuy\u00ean gia AI c\u1ee7a BAP\" \/>\n<meta property=\"og:description\" content=\"\u30aa\u30d5\u30b7\u30e7\u30a2\u30b5\u30fc\u30d3\u30b9\u3001AI\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u3001\u30d6\u30ed\u30c3\u30af\u30c1\u30a7\u30fc\u30f3\u3001SAP\u3001\u30a6\u30a7\u30d6\u30fb\u30b9\u30de\u30fc\u30c8\u30d5\u30a9\u30f3\u30a2\u30d7\u30ea\u306a\u3069\u958b\u767a\u306b\u95a2\u3059\u308b\u6700\u65b0\u306e\u6280\u8853\u77e5\u8b58\u3092\u5171\u6709\u304a\u3088\u3073\u66f4\u65b0\u3059\u308b\u30b5\u30a4\u30c8\u3067\u3059\" \/>\n<meta property=\"og:url\" content=\"https:\/\/bap-software.net\/vi\/knowledge\/\u88fd\u9020\u696d\u306fai\u6d3b\u7528\u3092\u3069\u3053\u304b\u3089\u59cb\u3081\u308b\u3079\u304d\u304b\uff1fbap\u306eai\u5c02\u9580\/\" \/>\n<meta property=\"og:site_name\" content=\"C\u00f4ng Ty C\u1ed5 Ph\u1ea7n \u0110\u1ea7u T\u01b0 V\u00e0 C\u00f4ng Ngh\u1ec7 BAP\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/bap32\" \/>\n<meta property=\"og:image\" content=\"https:\/\/cdn.bap-software.net\/2025\/12\/02102910\/ai-governance-6.webp\" \/>\n\t<meta property=\"og:image:width\" content=\"1000\" \/>\n\t<meta property=\"og:image:height\" content=\"800\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/webp\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:site\" content=\"@bapsoftware\" \/>\n<meta name=\"twitter:label1\" content=\"\u01af\u1edbc t\u00ednh th\u1eddi gian \u0111\u1ecdc\" \/>\n\t<meta name=\"twitter:data1\" content=\"20 ph\u00fat\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/bap-software.net\\\/vi\\\/knowledge\\\/%e8%a3%bd%e9%80%a0%e6%a5%ad%e3%81%afai%e6%b4%bb%e7%94%a8%e3%82%92%e3%81%a9%e3%81%93%e3%81%8b%e3%82%89%e5%a7%8b%e3%82%81%e3%82%8b%e3%81%b9%e3%81%8d%e3%81%8b%ef%bc%9fbap%e3%81%aeai%e5%b0%82%e9%96%80\\\/\",\"url\":\"https:\\\/\\\/bap-software.net\\\/vi\\\/knowledge\\\/%e8%a3%bd%e9%80%a0%e6%a5%ad%e3%81%afai%e6%b4%bb%e7%94%a8%e3%82%92%e3%81%a9%e3%81%93%e3%81%8b%e3%82%89%e5%a7%8b%e3%82%81%e3%82%8b%e3%81%b9%e3%81%8d%e3%81%8b%ef%bc%9fbap%e3%81%aeai%e5%b0%82%e9%96%80\\\/\",\"name\":\"\u1ee8ng d\u1ee5ng AI trong s\u1ea3n xu\u1ea5t nh\u01b0 th\u1ebf n\u00e0o? Kinh nghi\u1ec7m v\u00e0 case study t\u1eeb BAP\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/bap-software.net\\\/vi\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/bap-software.net\\\/vi\\\/knowledge\\\/%e8%a3%bd%e9%80%a0%e6%a5%ad%e3%81%afai%e6%b4%bb%e7%94%a8%e3%82%92%e3%81%a9%e3%81%93%e3%81%8b%e3%82%89%e5%a7%8b%e3%82%81%e3%82%8b%e3%81%b9%e3%81%8d%e3%81%8b%ef%bc%9fbap%e3%81%aeai%e5%b0%82%e9%96%80\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/bap-software.net\\\/knowledge\\\/%e8%a3%bd%e9%80%a0%e6%a5%ad%e3%81%afai%e6%b4%bb%e7%94%a8%e3%82%92%e3%81%a9%e3%81%93%e3%81%8b%e3%82%89%e5%a7%8b%e3%82%81%e3%82%8b%e3%81%b9%e3%81%8d%e3%81%8b%ef%bc%9fbap%e3%81%aeai%e5%b0%82%e9%96%80\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/cdn.bap-software.net\\\/2025\\\/12\\\/02102910\\\/ai-governance-6.webp\",\"datePublished\":\"2026-09-04T09:40:43+00:00\",\"description\":\"\u30aa\u30d5\u30b7\u30e7\u30a2\u30b5\u30fc\u30d3\u30b9\u3001AI\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u3001\u30d6\u30ed\u30c3\u30af\u30c1\u30a7\u30fc\u30f3\u3001SAP\u3001\u30a6\u30a7\u30d6\u30fb\u30b9\u30de\u30fc\u30c8\u30d5\u30a9\u30f3\u30a2\u30d7\u30ea\u306a\u3069\u958b\u767a\u306b\u95a2\u3059\u308b\u6700\u65b0\u306e\u6280\u8853\u77e5\u8b58\u3092\u5171\u6709\u304a\u3088\u3073\u66f4\u65b0\u3059\u308b\u30b5\u30a4\u30c8\u3067\u3059\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/bap-software.net\\\/vi\\\/knowledge\\\/%e8%a3%bd%e9%80%a0%e6%a5%ad%e3%81%afai%e6%b4%bb%e7%94%a8%e3%82%92%e3%81%a9%e3%81%93%e3%81%8b%e3%82%89%e5%a7%8b%e3%82%81%e3%82%8b%e3%81%b9%e3%81%8d%e3%81%8b%ef%bc%9fbap%e3%81%aeai%e5%b0%82%e9%96%80\\\/#breadcrumb\"},\"inLanguage\":\"vi\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[[\"https:\\\/\\\/bap-software.net\\\/vi\\\/knowledge\\\/%e8%a3%bd%e9%80%a0%e6%a5%ad%e3%81%afai%e6%b4%bb%e7%94%a8%e3%82%92%e3%81%a9%e3%81%93%e3%81%8b%e3%82%89%e5%a7%8b%e3%82%81%e3%82%8b%e3%81%b9%e3%81%8d%e3%81%8b%ef%bc%9fbap%e3%81%aeai%e5%b0%82%e9%96%80\\\/\"]]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"vi\",\"@id\":\"https:\\\/\\\/bap-software.net\\\/vi\\\/knowledge\\\/%e8%a3%bd%e9%80%a0%e6%a5%ad%e3%81%afai%e6%b4%bb%e7%94%a8%e3%82%92%e3%81%a9%e3%81%93%e3%81%8b%e3%82%89%e5%a7%8b%e3%82%81%e3%82%8b%e3%81%b9%e3%81%8d%e3%81%8b%ef%bc%9fbap%e3%81%aeai%e5%b0%82%e9%96%80\\\/#primaryimage\",\"url\":\"https:\\\/\\\/cdn.bap-software.net\\\/2025\\\/12\\\/02102910\\\/ai-governance-6.webp\",\"contentUrl\":\"https:\\\/\\\/cdn.bap-software.net\\\/2025\\\/12\\\/02102910\\\/ai-governance-6.webp\",\"width\":1000,\"height\":800,\"caption\":\"Nh\u1eefng l\u00fd do doanh nghi\u1ec7p n\u00ean s\u1eed d\u1ee5ng AI Governance. Ngu\u1ed3n: trendsresearch\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/bap-software.net\\\/vi\\\/knowledge\\\/%e8%a3%bd%e9%80%a0%e6%a5%ad%e3%81%afai%e6%b4%bb%e7%94%a8%e3%82%92%e3%81%a9%e3%81%93%e3%81%8b%e3%82%89%e5%a7%8b%e3%82%81%e3%82%8b%e3%81%b9%e3%81%8d%e3%81%8b%ef%bc%9fbap%e3%81%aeai%e5%b0%82%e9%96%80\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/bap-software.net\\\/vi\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Knowledge\",\"item\":\"https:\\\/\\\/bap-software.net\\\/vi\\\/knowledge\\\/\"},{\"@type\":\"ListItem\",\"position\":3,\"name\":\"\u88fd\u9020\u696d\u306fAI\u6d3b\u7528\u3092\u3069\u3053\u304b\u3089\u59cb\u3081\u308b\u3079\u304d\u304b\uff1fBAP\u306eAI\u5c02\u9580\u5bb6\u304c\u89e3\u8aac\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/bap-software.net\\\/vi\\\/#website\",\"url\":\"https:\\\/\\\/bap-software.net\\\/vi\\\/\",\"name\":\"C\u00f4ng Ty C\u1ed5 Ph\u1ea7n \u0110\u1ea7u T\u01b0 V\u00e0 C\u00f4ng Ngh\u1ec7 BAP\",\"description\":\"\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/bap-software.net\\\/vi\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"vi\"}]}<\/script>\n<!-- \/ Yoast SEO Premium plugin. -->","yoast_head_json":{"title":"\u1ee8ng d\u1ee5ng AI trong s\u1ea3n xu\u1ea5t nh\u01b0 th\u1ebf n\u00e0o? Kinh nghi\u1ec7m v\u00e0 case study t\u1eeb BAP","description":"\u30aa\u30d5\u30b7\u30e7\u30a2\u30b5\u30fc\u30d3\u30b9\u3001AI\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u3001\u30d6\u30ed\u30c3\u30af\u30c1\u30a7\u30fc\u30f3\u3001SAP\u3001\u30a6\u30a7\u30d6\u30fb\u30b9\u30de\u30fc\u30c8\u30d5\u30a9\u30f3\u30a2\u30d7\u30ea\u306a\u3069\u958b\u767a\u306b\u95a2\u3059\u308b\u6700\u65b0\u306e\u6280\u8853\u77e5\u8b58\u3092\u5171\u6709\u304a\u3088\u3073\u66f4\u65b0\u3059\u308b\u30b5\u30a4\u30c8\u3067\u3059","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/bap-software.net\/vi\/knowledge\/\u88fd\u9020\u696d\u306fai\u6d3b\u7528\u3092\u3069\u3053\u304b\u3089\u59cb\u3081\u308b\u3079\u304d\u304b\uff1fbap\u306eai\u5c02\u9580\/","og_locale":"vi_VN","og_type":"article","og_title":"Doanh nghi\u1ec7p s\u1ea3n xu\u1ea5t n\u00ean \u1ee9ng d\u1ee5ng AI t\u1eeb \u0111\u00e2u? L\u1eddi khuy\u00ean t\u1eeb chuy\u00ean gia AI c\u1ee7a BAP","og_description":"\u30aa\u30d5\u30b7\u30e7\u30a2\u30b5\u30fc\u30d3\u30b9\u3001AI\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u3001\u30d6\u30ed\u30c3\u30af\u30c1\u30a7\u30fc\u30f3\u3001SAP\u3001\u30a6\u30a7\u30d6\u30fb\u30b9\u30de\u30fc\u30c8\u30d5\u30a9\u30f3\u30a2\u30d7\u30ea\u306a\u3069\u958b\u767a\u306b\u95a2\u3059\u308b\u6700\u65b0\u306e\u6280\u8853\u77e5\u8b58\u3092\u5171\u6709\u304a\u3088\u3073\u66f4\u65b0\u3059\u308b\u30b5\u30a4\u30c8\u3067\u3059","og_url":"https:\/\/bap-software.net\/vi\/knowledge\/\u88fd\u9020\u696d\u306fai\u6d3b\u7528\u3092\u3069\u3053\u304b\u3089\u59cb\u3081\u308b\u3079\u304d\u304b\uff1fbap\u306eai\u5c02\u9580\/","og_site_name":"C\u00f4ng Ty C\u1ed5 Ph\u1ea7n \u0110\u1ea7u T\u01b0 V\u00e0 C\u00f4ng Ngh\u1ec7 BAP","article_publisher":"https:\/\/www.facebook.com\/bap32","og_image":[{"width":1000,"height":800,"url":"https:\/\/cdn.bap-software.net\/2025\/12\/02102910\/ai-governance-6.webp","type":"image\/webp"}],"twitter_card":"summary_large_image","twitter_site":"@bapsoftware","twitter_misc":{"\u01af\u1edbc t\u00ednh th\u1eddi gian \u0111\u1ecdc":"20 ph\u00fat"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/bap-software.net\/vi\/knowledge\/%e8%a3%bd%e9%80%a0%e6%a5%ad%e3%81%afai%e6%b4%bb%e7%94%a8%e3%82%92%e3%81%a9%e3%81%93%e3%81%8b%e3%82%89%e5%a7%8b%e3%82%81%e3%82%8b%e3%81%b9%e3%81%8d%e3%81%8b%ef%bc%9fbap%e3%81%aeai%e5%b0%82%e9%96%80\/","url":"https:\/\/bap-software.net\/vi\/knowledge\/%e8%a3%bd%e9%80%a0%e6%a5%ad%e3%81%afai%e6%b4%bb%e7%94%a8%e3%82%92%e3%81%a9%e3%81%93%e3%81%8b%e3%82%89%e5%a7%8b%e3%82%81%e3%82%8b%e3%81%b9%e3%81%8d%e3%81%8b%ef%bc%9fbap%e3%81%aeai%e5%b0%82%e9%96%80\/","name":"\u1ee8ng d\u1ee5ng AI trong s\u1ea3n xu\u1ea5t nh\u01b0 th\u1ebf n\u00e0o? Kinh nghi\u1ec7m v\u00e0 case study t\u1eeb BAP","isPartOf":{"@id":"https:\/\/bap-software.net\/vi\/#website"},"primaryImageOfPage":{"@id":"https:\/\/bap-software.net\/vi\/knowledge\/%e8%a3%bd%e9%80%a0%e6%a5%ad%e3%81%afai%e6%b4%bb%e7%94%a8%e3%82%92%e3%81%a9%e3%81%93%e3%81%8b%e3%82%89%e5%a7%8b%e3%82%81%e3%82%8b%e3%81%b9%e3%81%8d%e3%81%8b%ef%bc%9fbap%e3%81%aeai%e5%b0%82%e9%96%80\/#primaryimage"},"image":{"@id":"https:\/\/bap-software.net\/knowledge\/%e8%a3%bd%e9%80%a0%e6%a5%ad%e3%81%afai%e6%b4%bb%e7%94%a8%e3%82%92%e3%81%a9%e3%81%93%e3%81%8b%e3%82%89%e5%a7%8b%e3%82%81%e3%82%8b%e3%81%b9%e3%81%8d%e3%81%8b%ef%bc%9fbap%e3%81%aeai%e5%b0%82%e9%96%80\/#primaryimage"},"thumbnailUrl":"https:\/\/cdn.bap-software.net\/2025\/12\/02102910\/ai-governance-6.webp","datePublished":"2026-09-04T09:40:43+00:00","description":"\u30aa\u30d5\u30b7\u30e7\u30a2\u30b5\u30fc\u30d3\u30b9\u3001AI\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u3001\u30d6\u30ed\u30c3\u30af\u30c1\u30a7\u30fc\u30f3\u3001SAP\u3001\u30a6\u30a7\u30d6\u30fb\u30b9\u30de\u30fc\u30c8\u30d5\u30a9\u30f3\u30a2\u30d7\u30ea\u306a\u3069\u958b\u767a\u306b\u95a2\u3059\u308b\u6700\u65b0\u306e\u6280\u8853\u77e5\u8b58\u3092\u5171\u6709\u304a\u3088\u3073\u66f4\u65b0\u3059\u308b\u30b5\u30a4\u30c8\u3067\u3059","breadcrumb":{"@id":"https:\/\/bap-software.net\/vi\/knowledge\/%e8%a3%bd%e9%80%a0%e6%a5%ad%e3%81%afai%e6%b4%bb%e7%94%a8%e3%82%92%e3%81%a9%e3%81%93%e3%81%8b%e3%82%89%e5%a7%8b%e3%82%81%e3%82%8b%e3%81%b9%e3%81%8d%e3%81%8b%ef%bc%9fbap%e3%81%aeai%e5%b0%82%e9%96%80\/#breadcrumb"},"inLanguage":"vi","potentialAction":[{"@type":"ReadAction","target":[["https:\/\/bap-software.net\/vi\/knowledge\/%e8%a3%bd%e9%80%a0%e6%a5%ad%e3%81%afai%e6%b4%bb%e7%94%a8%e3%82%92%e3%81%a9%e3%81%93%e3%81%8b%e3%82%89%e5%a7%8b%e3%82%81%e3%82%8b%e3%81%b9%e3%81%8d%e3%81%8b%ef%bc%9fbap%e3%81%aeai%e5%b0%82%e9%96%80\/"]]}]},{"@type":"ImageObject","inLanguage":"vi","@id":"https:\/\/bap-software.net\/vi\/knowledge\/%e8%a3%bd%e9%80%a0%e6%a5%ad%e3%81%afai%e6%b4%bb%e7%94%a8%e3%82%92%e3%81%a9%e3%81%93%e3%81%8b%e3%82%89%e5%a7%8b%e3%82%81%e3%82%8b%e3%81%b9%e3%81%8d%e3%81%8b%ef%bc%9fbap%e3%81%aeai%e5%b0%82%e9%96%80\/#primaryimage","url":"https:\/\/cdn.bap-software.net\/2025\/12\/02102910\/ai-governance-6.webp","contentUrl":"https:\/\/cdn.bap-software.net\/2025\/12\/02102910\/ai-governance-6.webp","width":1000,"height":800,"caption":"Nh\u1eefng l\u00fd do doanh nghi\u1ec7p n\u00ean s\u1eed d\u1ee5ng AI Governance. Ngu\u1ed3n: trendsresearch"},{"@type":"BreadcrumbList","@id":"https:\/\/bap-software.net\/vi\/knowledge\/%e8%a3%bd%e9%80%a0%e6%a5%ad%e3%81%afai%e6%b4%bb%e7%94%a8%e3%82%92%e3%81%a9%e3%81%93%e3%81%8b%e3%82%89%e5%a7%8b%e3%82%81%e3%82%8b%e3%81%b9%e3%81%8d%e3%81%8b%ef%bc%9fbap%e3%81%aeai%e5%b0%82%e9%96%80\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/bap-software.net\/vi\/"},{"@type":"ListItem","position":2,"name":"Knowledge","item":"https:\/\/bap-software.net\/vi\/knowledge\/"},{"@type":"ListItem","position":3,"name":"\u88fd\u9020\u696d\u306fAI\u6d3b\u7528\u3092\u3069\u3053\u304b\u3089\u59cb\u3081\u308b\u3079\u304d\u304b\uff1fBAP\u306eAI\u5c02\u9580\u5bb6\u304c\u89e3\u8aac"}]},{"@type":"WebSite","@id":"https:\/\/bap-software.net\/vi\/#website","url":"https:\/\/bap-software.net\/vi\/","name":"C\u00f4ng Ty C\u1ed5 Ph\u1ea7n \u0110\u1ea7u T\u01b0 V\u00e0 C\u00f4ng Ngh\u1ec7 BAP","description":"","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/bap-software.net\/vi\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"vi"}]}},"_links":{"self":[{"href":"https:\/\/bap-software.net\/vi\/wp-json\/wp\/v2\/knowledge\/164833","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/bap-software.net\/vi\/wp-json\/wp\/v2\/knowledge"}],"about":[{"href":"https:\/\/bap-software.net\/vi\/wp-json\/wp\/v2\/types\/knowledge"}],"author":[{"embeddable":true,"href":"https:\/\/bap-software.net\/vi\/wp-json\/wp\/v2\/users\/45"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/bap-software.net\/vi\/wp-json\/wp\/v2\/media\/157313"}],"wp:attachment":[{"href":"https:\/\/bap-software.net\/vi\/wp-json\/wp\/v2\/media?parent=164833"}],"wp:term":[{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/bap-software.net\/vi\/wp-json\/wp\/v2\/tags?post=164833"},{"taxonomy":"blog-cat","embeddable":true,"href":"https:\/\/bap-software.net\/vi\/wp-json\/wp\/v2\/blog-cat?post=164833"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}