{"id":11870,"date":"2026-04-09T05:19:12","date_gmt":"2026-04-08T21:19:12","guid":{"rendered":"https:\/\/www.cybermedian.com\/vn\/ai-automation-reshaping-bpmn-standards\/"},"modified":"2026-04-09T05:19:12","modified_gmt":"2026-04-08T21:19:12","slug":"ai-automation-reshaping-bpmn-standards","status":"publish","type":"post","link":"https:\/\/www.cybermedian.com\/vn\/ai-automation-reshaping-bpmn-standards\/","title":{"rendered":"Tri\u1ec3n v\u1ecdng t\u01b0\u01a1ng lai: Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o v\u00e0 t\u1ef1 \u0111\u1ed9ng h\u00f3a \u0111ang \u0111\u1ecbnh h\u00ecnh l\u1ea1i c\u00e1c ti\u00eau chu\u1ea9n m\u00f4 h\u00ecnh v\u00e0 k\u00fd hi\u1ec7u quy tr\u00ecnh kinh doanh"},"content":{"rendered":"

B\u1ee9c tranh qu\u1ea3n l\u00fd quy tr\u00ecnh kinh doanh \u0111ang tr\u1ea3i qua m\u1ed9t s\u1ef1 chuy\u1ec3n bi\u1ebfn s\u00e2u s\u1eafc. Trong h\u01a1n m\u1ed9t th\u1eadp k\u1ef7 qua, M\u00f4 h\u00ecnh v\u00e0 K\u00fd hi\u1ec7u Quy tr\u00ecnh Kinh doanh (BPMN) \u0111\u00e3 \u0111\u00f3ng vai tr\u00f2 l\u00e0 ng\u00f4n ng\u1eef chung \u0111\u1ec3 m\u00f4 t\u1ea3 lu\u1ed3ng c\u00f4ng vi\u1ec7c tr\u00ean nhi\u1ec1u ng\u00e0nh ngh\u1ec1. N\u00f3 cung c\u1ea5p m\u1ed9t c\u00e1ch chu\u1ea9n h\u00f3a \u0111\u1ec3 l\u1eadp b\u1ea3n \u0111\u1ed3 c\u00e1c ho\u1ea1t \u0111\u1ed9ng ph\u1ee9c t\u1ea1p, \u0111\u1ea3m b\u1ea3o s\u1ef1 r\u00f5 r\u00e0ng gi\u1eefa c\u00e1c b\u00ean li\u00ean quan v\u1ec1 m\u1eb7t kinh doanh v\u00e0 c\u00e1c nh\u00e0 ph\u00e1t tri\u1ec3n k\u1ef9 thu\u1eadt. Tuy nhi\u00ean, vi\u1ec7c t\u00edch h\u1ee3p tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (AI) v\u00e0 c\u00e1c c\u00f4ng ngh\u1ec7 t\u1ef1 \u0111\u1ed9ng h\u00f3a ti\u00ean ti\u1ebfn \u0111ang th\u00fac \u0111\u1ea9y c\u00e1c ti\u00eau chu\u1ea9n n\u00e0y v\u01b0\u1ee3t ra ngo\u00e0i \u0111\u1ecbnh ngh\u0129a t\u0129nh ban \u0111\u1ea7u. Ch\u00fang ta \u0111ang ch\u1ee9ng ki\u1ebfn m\u1ed9t s\u1ef1 chuy\u1ec3n d\u1ecbch t\u1eeb c\u00e1c s\u01a1 \u0111\u1ed3 t\u0129nh sang c\u00e1c m\u00f4 h\u00ecnh \u0111\u1ed9ng, th\u00f4ng minh c\u00f3 kh\u1ea3 n\u0103ng h\u1ecdc h\u1ecfi v\u00e0 th\u00edch nghi.<\/p>\n

H\u01b0\u1edbng d\u1eabn n\u00e0y kh\u00e1m ph\u00e1 s\u1ef1 ph\u00e1t tri\u1ec3n k\u1ef9 thu\u1eadt c\u1ee7a c\u00e1c ti\u00eau chu\u1ea9n BPMN trong b\u1ed1i c\u1ea3nh t\u1ef1 \u0111\u1ed9ng h\u00f3a hi\u1ec7n \u0111\u1ea1i. Ch\u00fang ta s\u1ebd xem x\u00e9t c\u00e1ch h\u1ecdc m\u00e1y, khai th\u00e1c quy tr\u00ecnh v\u00e0 l\u00e0m phong ph\u00fa ng\u1eef ngh\u0129a \u0111ang thay \u0111\u1ed5i c\u00e1ch th\u1ee9c m\u00f4 h\u00ecnh h\u00f3a, th\u1ef1c thi v\u00e0 qu\u1ea3n l\u00fd quy tr\u00ecnh. M\u1ee5c ti\u00eau l\u00e0 cung c\u1ea5p s\u1ef1 hi\u1ec3u bi\u1ebft r\u00f5 r\u00e0ng v\u1ec1 v\u1ecb tr\u00ed hi\u1ec7n t\u1ea1i c\u1ee7a c\u00e1c ti\u00eau chu\u1ea9n v\u00e0 \u0111\u1ecbnh h\u01b0\u1edbng ph\u00e1t tri\u1ec3n c\u1ee7a ch\u00fang, m\u00e0 kh\u00f4ng ph\u1ee5 thu\u1ed9c v\u00e0o c\u00e1c tri\u1ec3n khai c\u1ee5 th\u1ec3 t\u1eeb nh\u00e0 cung c\u1ea5p.<\/p>\n

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\"Chalkboard-style<\/figure>\n<\/div>\n

\ud83d\udcc9 S\u1ef1 ph\u00e1t tri\u1ec3n c\u1ee7a m\u00f4 h\u00ecnh h\u00f3a quy tr\u00ecnh: T\u1eeb t\u0129nh \u0111\u1ebfn \u0111\u1ed9ng<\/h2>\n

Truy\u1ec1n th\u1ed1ng, BPMN 2.0 t\u1eadp trung v\u00e0o vi\u1ec7c bi\u1ec3u di\u1ec5n c\u00e1c quy tr\u00ecnh ch\u1ee7 y\u1ebfu mang t\u00ednh x\u00e1c \u0111\u1ecbnh. M\u1ed9t lu\u1ed3ng tr\u00ecnh t\u1ef1 ch\u1ec9 ra m\u1ed9t con \u0111\u01b0\u1eddng c\u1ee5 th\u1ec3 t\u1eeb m\u1ed9t nhi\u1ec7m v\u1ee5 sang nhi\u1ec7m v\u1ee5 kh\u00e1c, v\u00e0 c\u00e1c \u0111i\u1ec3m giao nhau qu\u1ea3n l\u00fd logic nh\u00e1nh d\u1ef1a tr\u00ean c\u00e1c \u0111i\u1ec1u ki\u1ec7n \u0111\u00e3 \u0111\u1ecbnh tr\u01b0\u1edbc. M\u1eb7c d\u00f9 hi\u1ec7u qu\u1ea3 trong m\u00f4i tr\u01b0\u1eddng \u1ed5n \u0111\u1ecbnh, c\u00e1ch ti\u1ebfp c\u1eadn n\u00e0y g\u1eb7p kh\u00f3 kh\u0103n khi \u0111\u1ed1i m\u1eb7t v\u1edbi s\u1ef1 bi\u1ebfn \u0111\u1ed9ng v\u00e0 kh\u00f4ng th\u1ec3 \u0111o\u00e1n tr\u01b0\u1edbc v\u1ed1n c\u00f3 trong c\u00e1c ho\u1ea1t \u0111\u1ed9ng kinh doanh hi\u1ec7n \u0111\u1ea1i.<\/p>\n

Vi\u1ec7c gi\u1edbi thi\u1ec7u AI \u0111\u00e3 \u0111\u01b0a s\u1ef1 bi\u1ebfn \u0111\u1ed9ng v\u00e0o ch\u00ednh t\u1ea7ng m\u00f4 h\u00ecnh h\u00f3a. Thay v\u00ec m\u00e3 h\u00f3a c\u1ee9ng t\u1ea5t c\u1ea3 c\u00e1c \u0111\u01b0\u1eddng \u0111i quy\u1ebft \u0111\u1ecbnh, c\u00e1c m\u00f4 h\u00ecnh hi\u1ec7n nay t\u00edch h\u1ee3p c\u00e1c y\u1ebfu t\u1ed1 x\u00e1c su\u1ea5t. S\u1ef1 thay \u0111\u1ed5i n\u00e0y \u0111\u00f2i h\u1ecfi c\u00e1c ti\u00eau chu\u1ea9n n\u1ec1n t\u1ea3ng ph\u1ea3i h\u1ed7 tr\u1ee3 c\u00e1c \u0111i\u1ec3m quy\u1ebft \u0111\u1ecbnh d\u1ef1a tr\u00ean d\u1eef li\u1ec7u thay v\u00ec ch\u1ec9 d\u1ef1a tr\u00ean logic thu\u1ea7n t\u00fay.<\/p>\n

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  • C\u00e1ch ti\u1ebfp c\u1eadn truy\u1ec1n th\u1ed1ng:<\/strong> C\u00e1c nh\u00e0 thi\u1ebft k\u1ebf con ng\u01b0\u1eddi x\u00e1c \u0111\u1ecbnh t\u1eebng b\u01b0\u1edbc. Logic \u0111\u01b0\u1ee3c c\u1ed1 \u0111\u1ecbnh t\u1ea1i th\u1eddi \u0111i\u1ec3m thi\u1ebft k\u1ebf.<\/li>\n
  • C\u00e1ch ti\u1ebfp c\u1eadn hi\u1ec7n \u0111\u1ea1i:<\/strong> C\u00e1c thu\u1eadt to\u00e1n AI x\u00e1c \u0111\u1ecbnh b\u01b0\u1edbc ti\u1ebfp theo t\u1ed1t nh\u1ea5t d\u1ef1a tr\u00ean d\u1eef li\u1ec7u th\u1eddi gian th\u1ef1c.<\/li>\n
  • Th\u00e1ch th\u1ee9c chu\u1ea9n h\u00f3a:<\/strong> L\u00e0m th\u1ebf n\u00e0o \u0111\u1ec3 ch\u00fang ta bi\u1ec3u di\u1ec5n m\u1ed9t lu\u1ed3ng x\u00e1c su\u1ea5t trong k\u00fd hi\u1ec7u s\u01a1 \u0111\u1ed3?<\/li>\n<\/ul>\n

    C\u00e1c \u0111\u1ecbnh ngh\u0129a quy tr\u00ecnh kh\u00f4ng c\u00f2n ch\u1ec9 l\u00e0 t\u00e0i li\u1ec7u tham kh\u1ea3o; ch\u00fang l\u00e0 c\u00e1c h\u1ee3p \u0111\u1ed3ng th\u1ef1c thi \u0111\u01b0\u1ee3c, t\u01b0\u01a1ng t\u00e1c v\u1edbi c\u00e1c ngu\u1ed3n d\u1eef li\u1ec7u b\u00ean ngo\u00e0i. \u0110i\u1ec1u n\u00e0y \u0111\u00f2i h\u1ecfi ph\u1ea3i xem x\u00e9t l\u1ea1i c\u00e1ch th\u1ee9c \u0111\u1ecbnh ngh\u0129a c\u00e1c k\u1ebft n\u1ed1i, s\u1ef1 ki\u1ec7n v\u00e0 nhi\u1ec7m v\u1ee5 trong b\u1ea3n quy chu\u1ea9n.<\/p>\n

    \u2699\ufe0f T\u00edch h\u1ee3p AI trong m\u00f4 h\u00ecnh h\u00f3a: L\u00e0m phong ph\u00fa ng\u1eef ngh\u0129a<\/h2>\n

    M\u1ed9t trong nh\u1eefng t\u00e1c \u0111\u1ed9ng quan tr\u1ecdng nh\u1ea5t c\u1ee7a AI \u0111\u1ed1i v\u1edbi BPMN l\u00e0 s\u1ef1 chuy\u1ec3n d\u1ecbch h\u01b0\u1edbng \u0111\u1ebfn vi\u1ec7c l\u00e0m phong ph\u00fa ng\u1eef ngh\u0129a. C\u00e1c k\u00fd hi\u1ec7u truy\u1ec1n th\u1ed1ng, nh\u01b0 m\u1ed9t \u201cNhi\u1ec7m v\u1ee5\u201d hay m\u1ed9t \u201c\u0110i\u1ec3m giao nhau\u201d, mang \u00fd ngh\u0129a chung chung. Trong m\u00f4i tr\u01b0\u1eddng \u0111\u01b0\u1ee3c t\u0103ng c\u01b0\u1eddng b\u1edfi AI, c\u00e1c k\u00fd hi\u1ec7u n\u00e0y mang theo d\u1eef li\u1ec7u b\u1ed5 sung (metadata) m\u00f4 t\u1ea3 h\u00e0nh vi, c\u00e1c ch\u1ec9 s\u1ed1 hi\u1ec7u su\u1ea5t v\u00e0 kh\u1ea3 n\u0103ng h\u1ecdc t\u1eadp c\u1ee7a ch\u00fang.<\/p>\n

    H\u00e3y xem x\u00e9t kh\u00e1i ni\u1ec7m v\u1ec1 m\u1ed9t \u201cNhi\u1ec7m v\u1ee5 D\u1ecbch v\u1ee5\u201d. Tr\u01b0\u1edbc \u0111\u00e2y, \u0111i\u1ec1u n\u00e0y c\u00f3 th\u1ec3 \u0111\u01a1n gi\u1ea3n ch\u1ec9 l\u00e0 m\u1ed9t l\u1eddi g\u1ecdi API. Ng\u00e0y nay, nhi\u1ec7m v\u1ee5 \u0111\u00f3 c\u00f3 th\u1ec3 \u0111\u1ea1i di\u1ec7n cho m\u1ed9t d\u1ecbch v\u1ee5 suy lu\u1eadn m\u00f4 h\u00ecnh h\u1ecdc m\u00e1y. Ti\u00eau chu\u1ea9n ph\u1ea3i h\u1ed7 tr\u1ee3 c\u00e1c thu\u1ed9c t\u00ednh m\u00f4 t\u1ea3 ki\u1ec3u d\u1eef li\u1ec7u \u0111\u1ea7u v\u00e0o, \u0111i\u1ec3m tin c\u1eady v\u00e0 c\u01a1 ch\u1ebf d\u1ef1 ph\u00f2ng n\u1ebfu m\u00f4 h\u00ecnh th\u1ea5t b\u1ea1i.<\/p>\n

    C\u00e1c l\u0129nh v\u1ef1c ch\u00ednh trong s\u1ef1 ph\u00e1t tri\u1ec3n ng\u1eef ngh\u0129a bao g\u1ed3m:<\/p>\n

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    • B\u1ed1i c\u1ea3nh d\u1eef li\u1ec7u:<\/strong>C\u00e1c nhi\u1ec7m v\u1ee5 hi\u1ec7n nay y\u00eau c\u1ea7u ph\u1ea3i \u0111\u1ecbnh ngh\u0129a r\u00f5 r\u00e0ng c\u00e1c l\u01b0\u1ee3c \u0111\u1ed3 d\u1eef li\u1ec7u m\u00e0 ch\u00fang ti\u00eau th\u1ee5 v\u00e0 t\u1ea1o ra, nh\u1eb1m h\u1ed7 tr\u1ee3 t\u1ef1 \u0111\u1ed9ng h\u00f3a \u1edf c\u00e1c b\u01b0\u1edbc ti\u1ebfp theo.<\/li>\n
    • Nh\u1eadn di\u1ec7n m\u1ee5c \u0111\u00edch:<\/strong>C\u00e1c \u0111i\u1ec3m giao nhau c\u00f3 th\u1ec3 ph\u00e1t tri\u1ec3n \u0111\u1ec3 t\u00edch h\u1ee3p kh\u1ea3 n\u0103ng x\u1eed l\u00fd ng\u00f4n ng\u1eef t\u1ef1 nhi\u00ean (NLP), cho ph\u00e9p ch\u00fang hi\u1ec3u \u0111\u01b0\u1ee3c \u0111\u1ea7u v\u00e0o v\u0103n b\u1ea3n kh\u00f4ng c\u1ea5u tr\u00fac.<\/li>\n
    • Logic th\u00edch \u1ee9ng:<\/strong>C\u00e1c \u0111i\u1ec3m quy\u1ebft \u0111\u1ecbnh c\u00f3 th\u1ec3 s\u1eed d\u1ee5ng ph\u00e2n t\u00edch d\u1ef1 \u0111o\u00e1n \u0111\u1ec3 \u0111\u1ecbnh tuy\u1ebfn quy tr\u00ecnh d\u1ef1a tr\u00ean x\u00e1c su\u1ea5t thay v\u00ec c\u00e1c \u0111i\u1ec1u ki\u1ec7n nh\u1ecb ph\u00e2n.<\/li>\n<\/ul>\n

      Vi\u1ec7c l\u00e0m phong ph\u00fa n\u00e0y cho ph\u00e9p c\u00e1c m\u00f4 h\u00ecnh quy tr\u00ecnh tr\u1edf th\u00e0nh h\u01a1n c\u1ea3 nh\u1eefng bi\u1ec3u di\u1ec5n tr\u1ef1c quan; ch\u00fang tr\u1edf th\u00e0nh c\u00e1c t\u00e0i li\u1ec7u s\u1ed1ng \u0111\u1ed9ng m\u00e0 m\u00e1y m\u00f3c c\u00f3 th\u1ec3 hi\u1ec3u tr\u1ef1c ti\u1ebfp \u0111\u1ec3 th\u1ef1c thi v\u00e0 t\u1ed1i \u01b0u h\u00f3a.<\/p>\n

      \ud83e\udd16 T\u1ef1 \u0111\u1ed9ng h\u00f3a v\u00e0 Si\u00eau t\u1ef1 \u0111\u1ed9ng h\u00f3a<\/h2>\n

      C\u00e1c c\u00f4ng ngh\u1ec7 t\u1ef1 \u0111\u1ed9ng h\u00f3a, t\u1eeb T\u1ef1 \u0111\u1ed9ng h\u00f3a Quy tr\u00ecnh Robot (RPA) \u0111\u1ebfn c\u00e1c n\u1ec1n t\u1ea3ng \u0111i\u1ec1u ph\u1ed1i th\u00f4ng minh, \u0111\u00f2i h\u1ecfi c\u00e1c m\u00f4 h\u00ecnh quy tr\u00ecnh ph\u1ea3i c\u00f3 \u0111\u1ed9 ch\u00ednh x\u00e1c cao h\u01a1n. Thu\u1eadt ng\u1eef \u201csi\u00eau t\u1ef1 \u0111\u1ed9ng h\u00f3a\u201d m\u00f4 t\u1ea3 vi\u1ec7c k\u1ebft h\u1ee3p nhi\u1ec1u c\u00f4ng ngh\u1ec7 \u0111\u1ec3 t\u1ef1 \u0111\u1ed9ng h\u00f3a c\u00e0ng nhi\u1ec1u quy tr\u00ecnh kinh doanh v\u00e0 CNTT c\u00e0ng t\u1ed1t. \u0110\u1ec3 h\u1ed7 tr\u1ee3 \u0111i\u1ec1u n\u00e0y, BPMN ph\u1ea3i l\u1ea5p \u0111\u1ea7y kho\u1ea3ng c\u00e1ch gi\u1eefa chi\u1ebfn l\u01b0\u1ee3c kinh doanh c\u1ea5p cao v\u00e0 th\u1ef1c thi k\u1ef9 thu\u1eadt c\u1ea5p th\u1ea5p.<\/p>\n

      C\u00e1c bot t\u1ef1 \u0111\u1ed9ng h\u00f3a th\u01b0\u1eddng y\u00eau c\u1ea7u c\u00e1c h\u01b0\u1edbng d\u1eabn ch\u00ednh x\u00e1c m\u00e0 BPMN cung c\u1ea5p nh\u1edd t\u00ednh ch\u1ea5t th\u1ef1c thi \u0111\u01b0\u1ee3c c\u1ee7a n\u00f3. Tuy nhi\u00ean, khi t\u1ef1 \u0111\u1ed9ng h\u00f3a tr\u1edf n\u00ean t\u1ef1 ch\u1ee7 h\u01a1n, ranh gi\u1edbi gi\u1eefa \u201cthi\u1ebft k\u1ebf\u201d v\u00e0 \u201cth\u1ef1c thi\u201d tr\u1edf n\u00ean m\u1edd nh\u1ea1t. C\u00e1c m\u00f4 h\u00ecnh ph\u1ea3i h\u1ed7 tr\u1ee3 c\u01a1 ch\u1ebf tri\u1ec3n khai li\u00ean t\u1ee5c v\u00e0 c\u01a1 ch\u1ebf t\u1ef1 ph\u1ee5c h\u1ed3i.<\/p>\n

      C\u00e1c kh\u1ea3 n\u0103ng t\u1ef1 \u0111\u1ed9ng h\u00f3a ch\u00ednh \u1ea3nh h\u01b0\u1edfng \u0111\u1ebfn ti\u00eau chu\u1ea9n:<\/p>\n

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      • Ki\u1ebfn tr\u00fac d\u1ef1a tr\u00ean s\u1ef1 ki\u1ec7n:<\/strong>C\u00e1c quy tr\u00ecnh ph\u1ea3i ph\u1ea3n \u1ee9ng v\u1edbi s\u1ef1 ki\u1ec7n theo th\u1eddi gian th\u1ef1c, \u0111\u00f2i h\u1ecfi BPMN ph\u1ea3i h\u1ed7 tr\u1ee3 t\u1ed1t h\u01a1n cho tin nh\u1eafn b\u1ea5t \u0111\u1ed3ng b\u1ed9 v\u00e0 c\u00e1c s\u1ef1 ki\u1ec7n k\u00edch ho\u1ea1t.<\/li>\n
      • Con ng\u01b0\u1eddi trong v\u00f2ng l\u1eb7p:<\/strong>T\u1ef1 \u0111\u1ed9ng h\u00f3a kh\u00f4ng thay th\u1ebf con ng\u01b0\u1eddi; n\u00f3 b\u1ed5 sung cho con ng\u01b0\u1eddi. C\u00e1c ti\u00eau chu\u1ea9n ph\u1ea3i x\u00e1c \u0111\u1ecbnh r\u00f5 khi n\u00e0o m\u1ed9t quy tr\u00ecnh c\u1ea7n can thi\u1ec7p c\u1ee7a con ng\u01b0\u1eddi v\u00e0 c\u00e1ch th\u1ee9c ghi nh\u1eadn can thi\u1ec7p \u0111\u00f3 \u0111\u1ec3 \u0111\u1ea3m b\u1ea3o t\u00ednh minh b\u1ea1ch khi ki\u1ec3m to\u00e1n.<\/li>\n
      • \u0110\u1ed9 ph\u1ee9c t\u1ea1p trong \u0111i\u1ec1u ph\u1ed1i:<\/strong>Vi\u1ec7c qu\u1ea3n l\u00fd nhi\u1ec1u d\u1ecbch v\u1ee5 vi m\u00f4 v\u00e0 c\u00e1c h\u1ec7 th\u1ed1ng c\u0169 \u0111\u00f2i h\u1ecfi m\u1ed9t k\u00fd hi\u1ec7u c\u00f3 th\u1ec3 x\u1eed l\u00fd c\u00e1c giao d\u1ecbch ph\u00e2n t\u00e1n v\u00e0 x\u1eed l\u00fd l\u1ed7i ph\u1ee9c t\u1ea1p m\u00e0 kh\u00f4ng g\u00e2y r\u1ed1i m\u1eaft v\u1ec1 m\u1eb7t th\u1ecb gi\u00e1c.<\/li>\n<\/ul>\n

        \ud83d\udcca Khai th\u00e1c quy tr\u00ecnh v\u00e0 v\u00f2ng ph\u1ea3n h\u1ed3i d\u1eef li\u1ec7u<\/h2>\n

        Khai th\u00e1c quy tr\u00ecnh tr\u00edch xu\u1ea5t ki\u1ebfn th\u1ee9c t\u1eeb nh\u1eadt k\u00fd s\u1ef1 ki\u1ec7n \u0111\u1ec3 ph\u00e1t hi\u1ec7n, gi\u00e1m s\u00e1t v\u00e0 c\u1ea3i thi\u1ec7n c\u00e1c quy tr\u00ecnh th\u1ef1c t\u1ebf. C\u00f4ng ngh\u1ec7 n\u00e0y t\u1ea1o ra m\u1ed9t v\u00f2ng ph\u1ea3n h\u1ed3i n\u01a1i d\u1eef li\u1ec7u th\u1ef1c thi th\u1ef1c t\u1ebf cung c\u1ea5p th\u00f4ng tin cho m\u00f4 h\u00ecnh. C\u00e1c ti\u00eau chu\u1ea9n BPMN ph\u1ea3i h\u1ed7 tr\u1ee3 t\u00edch h\u1ee3p c\u00e1c nh\u1eadt k\u00fd n\u00e0y \u0111\u1ec3 \u0111\u1ea3m b\u1ea3o m\u00f4 h\u00ecnh ph\u1ea3n \u00e1nh th\u1ef1c t\u1ebf, ch\u1ee9 kh\u00f4ng ch\u1ec9 l\u00e0 l\u00fd thuy\u1ebft.<\/p>\n

        Khi khai th\u00e1c quy tr\u00ecnh ph\u00e1t hi\u1ec7n ra c\u00e1c sai l\u1ec7ch, ti\u00eau chu\u1ea9n c\u1ea7n h\u1ed7 tr\u1ee3 vi\u1ec7c qu\u1ea3n l\u00fd phi\u00ean b\u1ea3n v\u00e0 c\u1eadp nh\u1eadt s\u01a1 \u0111\u1ed3 BPMN \u0111\u1ec3 ph\u1ea3n \u00e1nh nh\u1eefng ph\u00e1t hi\u1ec7n n\u00e0y. \u0110i\u1ec1u n\u00e0y t\u1ea1o ra m\u1ed9t chu k\u1ef3 c\u1ea3i ti\u1ebfn li\u00ean t\u1ee5c, n\u01a1i m\u00f4 h\u00ecnh ph\u00e1t tri\u1ec3n song h\u00e0nh c\u00f9ng doanh nghi\u1ec7p.<\/p>\n

        M\u1ed1i quan h\u1ec7 gi\u1eefa m\u00f4 h\u00ecnh v\u00e0 d\u1eef li\u1ec7u nh\u01b0 sau:<\/p>\n

          \n
        1. Ph\u00e1t hi\u1ec7n:<\/strong>C\u00e1c thu\u1eadt to\u00e1n khai th\u00e1c ph\u00e2n t\u00edch nh\u1eadt k\u00fd \u0111\u1ec3 t\u00ecm ra lu\u1ed3ng th\u1ef1c t\u1ebf.<\/li>\n
        2. Ph\u00f9 h\u1ee3p:<\/strong>Lu\u1ed3ng \u0111\u00e3 ph\u00e1t hi\u1ec7n \u0111\u01b0\u1ee3c so s\u00e1nh v\u1edbi m\u00f4 h\u00ecnh BPMN \u0111\u1ec3 t\u00ecm ra c\u00e1c sai l\u1ec7ch.<\/li>\n
        3. N\u00e2ng cao:<\/strong>Ph\u00e2n t\u00edch d\u1ef1 \u0111o\u00e1n s\u1eed d\u1ee5ng m\u00f4 h\u00ecnh \u0111\u1ec3 d\u1ef1 b\u00e1o h\u00e0nh vi quy tr\u00ecnh trong t\u01b0\u01a1ng lai.<\/li>\n
        4. T\u1ef1 \u0111\u1ed9ng h\u00f3a:<\/strong>M\u00f4 h\u00ecnh \u0111\u01b0\u1ee3c tinh ch\u1ec9nh \u0111i\u1ec1u khi\u1ec3n vi\u1ec7c th\u1ef1c thi t\u1ef1 \u0111\u1ed9ng h\u00f3a v\u1edbi c\u00e1c ki\u1ec3m so\u00e1t ch\u1eb7t ch\u1ebd h\u01a1n.<\/li>\n<\/ol>\n

          V\u00f2ng ph\u1ea3n h\u1ed3i n\u00e0y \u0111\u00f2i h\u1ecfi k\u00fd hi\u1ec7u ph\u1ea3i h\u1ed7 tr\u1ee3 metadata li\u00ean k\u1ebft c\u00e1c nhi\u1ec7m v\u1ee5 c\u1ee5 th\u1ec3 v\u1edbi c\u00e1c th\u1ef1c th\u1ec3 d\u1eef li\u1ec7u c\u1ee5 th\u1ec3 \u0111\u01b0\u1ee3c t\u00ecm th\u1ea5y trong nh\u1eadt k\u00fd. Kh\u00f4ng c\u00f3 s\u1ef1 li\u00ean k\u1ebft n\u00e0y, m\u00f4 h\u00ecnh v\u1eabn ch\u1ec9 l\u00e0 m\u1ed9t kh\u00e1i ni\u1ec7m tr\u1eebu t\u01b0\u1ee3ng t\u00e1ch r\u1eddi kh\u1ecfi th\u1ef1c t\u1ebf v\u1eadn h\u00e0nh.<\/p>\n

          \ud83e\udde0 T\u0103ng c\u01b0\u1eddng ng\u1eef ngh\u0129a v\u00e0 \u0111\u1ed3 th\u1ecb tri th\u1ee9c<\/h2>\n

          \u0110\u1ec3 h\u1ed7 tr\u1ee3 tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o ti\u00ean ti\u1ebfn, BPMN ng\u00e0y c\u00e0ng t\u01b0\u01a1ng t\u00e1c v\u1edbi c\u00e1c \u0111\u1ed3 th\u1ecb tri th\u1ee9c. Nh\u1eefng \u0111\u1ed3 th\u1ecb n\u00e0y m\u00f4 t\u1ea3 m\u1ed1i quan h\u1ec7 gi\u1eefa c\u00e1c th\u1ef1c th\u1ec3 nh\u01b0 kh\u00e1ch h\u00e0ng, \u0111\u01a1n h\u00e0ng v\u00e0 s\u1ea3n ph\u1ea9m, cung c\u1ea5p b\u1ed1i c\u1ea3nh phong ph\u00fa cho vi\u1ec7c th\u1ef1c thi quy tr\u00ecnh. Vi\u1ec7c t\u00edch h\u1ee3p \u0111\u1ed3 th\u1ecb tri th\u1ee9c v\u00e0o BPMN gi\u00fap c\u00e1c quy tr\u00ecnh hi\u1ec3u \u0111\u01b0\u1ee3c ‘v\u00ec sao’ \u0111\u1eb1ng sau m\u1ed9t quy\u1ebft \u0111\u1ecbnh, ch\u1ee9 kh\u00f4ng ch\u1ec9 l\u00e0 ‘l\u00e0m th\u1ebf n\u00e0o’.<\/p>\n

          V\u00ed d\u1ee5, m\u1ed9t quy tr\u00ecnh c\u00f3 th\u1ec3 ki\u1ec3m tra \u0111\u1ed3 th\u1ecb tri th\u1ee9c \u0111\u1ec3 x\u00e1c \u0111\u1ecbnh xem m\u1ed9t kh\u00e1ch h\u00e0ng c\u00f3 r\u1ee7i ro cao hay kh\u00f4ng tr\u01b0\u1edbc khi ph\u00ea duy\u1ec7t m\u1ed9t giao d\u1ecbch. \u0110i\u1ec1u n\u00e0y \u0111\u00f2i h\u1ecfi m\u00f4 h\u00ecnh BPMN ph\u1ea3i tham chi\u1ebfu \u0111\u1ebfn c\u00e1c n\u1ec1n t\u1ea3ng tri th\u1ee9c b\u00ean ngo\u00e0i. Ti\u00eau chu\u1ea9n ph\u1ea3i \u0111\u1ecbnh ngh\u0129a c\u00e1ch th\u1ee9c c\u1ea5u tr\u00fac v\u00e0 x\u00e1c th\u1ef1c c\u00e1c tham chi\u1ebfu n\u00e0y.<\/p>\n

          L\u1ee3i \u00edch c\u1ee7a vi\u1ec7c t\u00edch h\u1ee3p \u0111\u1ed3 th\u1ecb tri th\u1ee9c:<\/p>\n

            \n
          • Nh\u1eadn th\u1ee9c b\u1ed1i c\u1ea3nh:<\/strong>C\u00e1c quy tr\u00ecnh c\u00f3 th\u1ec3 truy c\u1eadp th\u00f4ng tin kinh doanh r\u1ed9ng h\u01a1n trong qu\u00e1 tr\u00ecnh th\u1ef1c thi.<\/li>\n
          • \u0110\u1ecbnh tuy\u1ebfn \u0111\u1ed9ng:<\/strong>C\u00e1c tuy\u1ebfn \u0111\u01b0\u1eddng c\u00f3 th\u1ec3 thay \u0111\u1ed5i d\u1ef1a tr\u00ean m\u1ed1i quan h\u1ec7 th\u1ef1c th\u1ec3 th\u1eddi gian th\u1ef1c.<\/li>\n
          • Kh\u1ea3 n\u0103ng t\u01b0\u01a1ng t\u00e1c:<\/strong>C\u00e1c n\u1ec1n t\u1ea3ng tri th\u1ee9c chu\u1ea9n h\u00f3a cho ph\u00e9p c\u00e1c h\u1ec7 th\u1ed1ng kh\u00e1c nhau hi\u1ec3u d\u1eef li\u1ec7u quy tr\u00ecnh m\u1ed9t c\u00e1ch nh\u1ea5t qu\u00e1n.<\/li>\n<\/ul>\n

            \u2696\ufe0f Th\u00e1ch th\u1ee9c v\u1ec1 qu\u1ea3n tr\u1ecb v\u00e0 chu\u1ea9n h\u00f3a<\/h2>\n

            Khi c\u00e1c ti\u00eau chu\u1ea9n ph\u00e1t tri\u1ec3n, qu\u1ea3n tr\u1ecb tr\u1edf n\u00ean quan tr\u1ecdng. Nh\u00f3m Qu\u1ea3n l\u00fd \u0110\u1ed1i t\u01b0\u1ee3ng (OMG) v\u00e0 c\u00e1c c\u01a1 quan kh\u00e1c gi\u00e1m s\u00e1t BPMN, nh\u01b0ng s\u1ef1 thay \u0111\u1ed5i c\u00f4ng ngh\u1ec7 nhanh ch\u00f3ng th\u01b0\u1eddng v\u01b0\u1ee3t xa qu\u00e1 tr\u00ecnh chu\u1ea9n h\u00f3a ch\u00ednh th\u1ee9c. C\u00e1c t\u1ed5 ch\u1ee9c ph\u1ea3i c\u00e2n b\u1eb1ng gi\u1eefa vi\u1ec7c tu\u00e2n th\u1ee7 c\u00e1c chu\u1ea9n m\u1ef1c \u0111\u00e3 thi\u1ebft l\u1eadp v\u00e0 vi\u1ec7c \u00e1p d\u1ee5ng c\u00e1c kh\u1ea3 n\u0103ng m\u1edbi.<\/p>\n

            C\u00e1c l\u0129nh v\u1ef1c qu\u1ea3n tr\u1ecb ch\u00ednh bao g\u1ed3m:<\/p>\n

              \n
            • Ki\u1ec3m so\u00e1t phi\u00ean b\u1ea3n:<\/strong>Qu\u1ea3n l\u00fd c\u00e1c thay \u0111\u1ed5i \u0111\u1ed1i v\u1edbi m\u00f4 h\u00ecnh \u1ea3nh h\u01b0\u1edfng \u0111\u1ebfn c\u00e1c h\u1ec7 th\u1ed1ng c\u0169 v\u00e0 c\u00e1c tri\u1ec3n khai m\u1edbi.<\/li>\n
            • Tu\u00e2n th\u1ee7:<\/strong>\u0110\u1ea3m b\u1ea3o c\u00e1c quy tr\u00ecnh t\u1ef1 \u0111\u1ed9ng tu\u00e2n th\u1ee7 c\u00e1c y\u00eau c\u1ea7u quy \u0111\u1ecbnh, \u0111\u1eb7c bi\u1ec7t khi AI \u0111\u01b0a ra quy\u1ebft \u0111\u1ecbnh.<\/li>\n
            • B\u1ea3o m\u1eadt:<\/strong>B\u1ea3o v\u1ec7 lu\u1ed3ng d\u1eef li\u1ec7u \u0111\u01b0\u1ee3c x\u00e1c \u0111\u1ecbnh trong m\u00f4 h\u00ecnh kh\u1ecfi truy c\u1eadp kh\u00f4ng \u0111\u01b0\u1ee3c ph\u00e9p.<\/li>\n<\/ul>\n

              C\u00e1c t\u1ed5 ch\u1ee9c c\u1ea7n m\u1ed9t khung qu\u1ea3n tr\u1ecb cho ph\u00e9p c\u1eadp nh\u1eadt linh ho\u1ea1t c\u00e1c ti\u00eau chu\u1ea9n BPMN m\u00e0 kh\u00f4ng l\u00e0m m\u1ea5t \u1ed5n \u0111\u1ecbnh. \u0110i\u1ec1u n\u00e0y th\u01b0\u1eddng bao g\u1ed3m vi\u1ec7c t\u1ea1o ra c\u00e1c m\u1edf r\u1ed9ng n\u1ed9i b\u1ed9 cho ti\u00eau chu\u1ea9n c\u01a1 b\u1ea3n, c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c ki\u1ec3m ch\u1ee9ng theo c\u00e1c quy t\u1eafc tu\u00e2n th\u1ee7 c\u1ed1t l\u00f5i.<\/p>\n

              \ud83d\udd2e C\u00e1c t\u00ecnh hu\u1ed1ng t\u01b0\u01a1ng lai cho n\u0103m 2030<\/h2>\n

              Nh\u00ecn v\u1ec1 t\u01b0\u01a1ng lai, m\u1ed9t s\u1ed1 t\u00ecnh hu\u1ed1ng l\u00e0 kh\u1ea3 thi trong th\u1eadp k\u1ef7 t\u1edbi. C\u00e1c m\u00f4 h\u00ecnh quy tr\u00ecnh c\u00f3 th\u1ec3 tr\u1edf th\u00e0nh t\u1ef1 sinh, \u0111\u01b0\u1ee3c t\u1ea1o t\u1ef1 \u0111\u1ed9ng t\u1eeb m\u00f4 t\u1ea3 b\u1eb1ng ng\u00f4n ng\u1eef t\u1ef1 nhi\u00ean. \u0110i\u1ec1u n\u00e0y s\u1ebd d\u00e2n ch\u1ee7 h\u00f3a vi\u1ec7c m\u00f4 h\u00ecnh h\u00f3a quy tr\u00ecnh, cho ph\u00e9p ng\u01b0\u1eddi d\u00f9ng kinh doanh \u0111\u1ecbnh ngh\u0129a lu\u1ed3ng c\u00f4ng vi\u1ec7c m\u00e0 kh\u00f4ng c\u1ea7n ki\u1ebfn th\u1ee9c k\u1ef9 thu\u1eadt.<\/p>\n

              M\u1ed9t t\u00ecnh hu\u1ed1ng kh\u00e1c li\u00ean quan \u0111\u1ebfn s\u1ef1 tr\u1ed7i d\u1eady c\u1ee7a \u201cBPMN nh\u1eadn th\u1ee9c\u201d. Trong m\u00f4 h\u00ecnh n\u00e0y, ch\u00ednh s\u01a1 \u0111\u1ed3 ch\u1ee9a logic hu\u1ea5n luy\u1ec7n h\u1ecdc m\u00e1y. C\u00e1c y\u1ebfu t\u1ed1 tr\u1ef1c quan kh\u00f4ng ch\u1ec9 \u0111\u1ea1i di\u1ec7n cho c\u00e1c b\u01b0\u1edbc m\u00e0 c\u00f2n \u0111\u1ea1i di\u1ec7n cho d\u1eef li\u1ec7u hu\u1ea5n luy\u1ec7n c\u1ea7n thi\u1ebft cho c\u00e1c b\u01b0\u1edbc \u0111\u00f3.<\/p>\n

              C\u00e1c ph\u00e1t tri\u1ec3n t\u01b0\u01a1ng lai ti\u1ec1m n\u0103ng:<\/p>\n

                \n
              • M\u00f4 h\u00ecnh h\u00f3a ng\u00f4n ng\u1eef t\u1ef1 nhi\u00ean:<\/strong>Ng\u01b0\u1eddi d\u00f9ng m\u00f4 t\u1ea3 m\u1ed9t quy tr\u00ecnh b\u1eb1ng v\u0103n b\u1ea3n, v\u00e0 h\u1ec7 th\u1ed1ng s\u1ebd t\u1ea1o s\u01a1 \u0111\u1ed3 BPMN.<\/li>\n
              • C\u00e1c m\u00f4 h\u00ecnh t\u1ef1 t\u1ed1i \u01b0u:<\/strong>C\u00e1c quy tr\u00ecnh t\u1ef1 \u0111\u1ed9ng \u0111i\u1ec1u ch\u1ec9nh l\u1ea1i ch\u00ednh m\u00ecnh \u0111\u1ec3 t\u1ed1i thi\u1ec3u h\u00f3a chi ph\u00ed ho\u1eb7c th\u1eddi gian d\u1ef1a tr\u00ean d\u1eef li\u1ec7u hi\u1ec7u su\u1ea5t.<\/li>\n
              • T\u00edch h\u1ee3p blockchain:<\/strong>C\u00e1c b\u1ea3n ghi b\u1ea5t bi\u1ebfn v\u1ec1 th\u1ef1c thi quy tr\u00ecnh \u0111\u01b0\u1ee3c l\u01b0u tr\u1eef tr\u00ean c\u00e1c s\u1ed5 c\u00e1i ph\u00e2n t\u00e1n \u0111\u1ec3 \u0111\u1ea3m b\u1ea3o kh\u1ea3 n\u0103ng ki\u1ec3m to\u00e1n t\u1ed1i \u0111a.<\/li>\n<\/ul>\n

                \u26a0\ufe0f C\u00e1c c\u00e2n nh\u1eafc \u0111\u1ea1o \u0111\u1ee9c trong c\u00e1c quy tr\u00ecnh t\u1ef1 \u0111\u1ed9ng<\/h2>\n

                Khi t\u1ef1 \u0111\u1ed9ng h\u00f3a tr\u1edf n\u00ean \u0111\u1ed9c l\u1eadp h\u01a1n, c\u00e1c c\u00e2n nh\u1eafc \u0111\u1ea1o \u0111\u1ee9c tr\u1edf th\u00e0nh m\u1ed9t ph\u1ea7n c\u1ee7a ti\u00eau chu\u1ea9n m\u00f4 h\u00ecnh h\u00f3a. L\u1ec7ch l\u1ea1c trong c\u00e1c thu\u1eadt to\u00e1n AI c\u00f3 th\u1ec3 d\u1eabn \u0111\u1ebfn k\u1ebft qu\u1ea3 quy tr\u00ecnh b\u1ea5t c\u00f4ng. K\u00fd hi\u1ec7u BPMN c\u00f3 th\u1ec3 c\u1ea7n bao g\u1ed3m c\u00e1c d\u1ea5u hi\u1ec7u c\u1ee5 th\u1ec3 cho c\u00e1c \u0111i\u1ec3m quy\u1ebft \u0111\u1ecbnh \u0111\u1ea1o \u0111\u1ee9c n\u01a1i c\u1ea7n s\u1ef1 gi\u00e1m s\u00e1t c\u1ee7a con ng\u01b0\u1eddi.<\/p>\n

                T\u00ednh minh b\u1ea1ch l\u00e0 ch\u00eca kh\u00f3a. C\u00e1c b\u00ean li\u00ean quan ph\u1ea3i hi\u1ec3u l\u00fd do t\u1ea1i sao m\u1ed9t quy tr\u00ecnh \u0111\u00e3 \u0111i theo m\u1ed9t h\u01b0\u1edbng nh\u1ea5t \u0111\u1ecbnh. \u0110i\u1ec1u n\u00e0y \u0111\u00f2i h\u1ecfi m\u00f4 h\u00ecnh ph\u1ea3i c\u00f3 th\u1ec3 ki\u1ec3m to\u00e1n, gi\u1ea3i th\u00edch l\u00fd do \u0111\u1eb1ng sau c\u00e1c quy\u1ebft \u0111\u1ecbnh t\u1ef1 \u0111\u1ed9ng.<\/p>\n

                C\u00e1c y\u1ebfu t\u1ed1 \u0111\u1ea1o \u0111\u1ee9c quan tr\u1ecdng:<\/p>\n

                  \n
                • Kh\u1ea3 n\u0103ng gi\u1ea3i th\u00edch:<\/strong>C\u00e1c m\u00f4 h\u00ecnh ph\u1ea3i h\u1ed7 tr\u1ee3 vi\u1ec7c t\u1ea1o ra c\u00e1c gi\u1ea3i th\u00edch cho c\u00e1c quy\u1ebft \u0111\u1ecbnh do c\u00e1c th\u00e0nh ph\u1ea7n AI \u0111\u01b0a ra.<\/li>\n
                • C\u00f4ng b\u1eb1ng:<\/strong>Vi\u1ec7c \u0111\u1ecbnh tuy\u1ebfn t\u1ef1 \u0111\u1ed9ng ph\u1ea3i \u0111\u01b0\u1ee3c ki\u1ec3m tra \u0111\u1ec3 \u0111\u1ea3m b\u1ea3o kh\u00f4ng thi\u00ean v\u1ecb \u0111\u1ed1i v\u1edbi c\u00e1c nh\u00f3m d\u00e2n c\u01b0 kh\u00e1c nhau.<\/li>\n
                • Tr\u00e1ch nhi\u1ec7m:<\/strong>C\u00e1c \u0111\u01b0\u1eddng tuy\u1ebfn tr\u00e1ch nhi\u1ec7m r\u00f5 r\u00e0ng ph\u1ea3i \u0111\u01b0\u1ee3c x\u00e1c \u0111\u1ecbnh trong m\u00f4 h\u00ecnh quy tr\u00ecnh cho c\u00e1c h\u00e0nh \u0111\u1ed9ng t\u1ef1 \u0111\u1ed9ng.<\/li>\n<\/ul>\n

                  \ud83d\udccb So s\u00e1nh: BPMN truy\u1ec1n th\u1ed1ng so v\u1edbi BPMN \u0111\u01b0\u1ee3c t\u0103ng c\u01b0\u1eddng b\u1edfi AI<\/h2>\n

                  \u0110\u1ec3 t\u00f3m t\u1eaft s\u1ef1 kh\u00e1c bi\u1ec7t gi\u1eefa c\u00e1c ti\u00eau chu\u1ea9n hi\u1ec7n t\u1ea1i v\u00e0 c\u00e1c y\u00eau c\u1ea7u t\u01b0\u01a1ng lai, ch\u00fang ta c\u00f3 th\u1ec3 xem x\u00e9t m\u1ed9t b\u1ea3ng so s\u00e1nh c\u00e1c thu\u1ed9c t\u00ednh ch\u00ednh.<\/p>\n\n\n\n\n\n\n\n\n\n
                  Thu\u1ed9c t\u00ednh<\/th>\nBPMN truy\u1ec1n th\u1ed1ng<\/th>\nBPMN \u0111\u01b0\u1ee3c t\u0103ng c\u01b0\u1eddng b\u1edfi AI<\/th>\n<\/tr>\n<\/thead>\n
                  Lo\u1ea1i logic<\/strong><\/td>\nT\u0129nh, d\u1ef1a tr\u00ean quy t\u1eafc<\/td>\n\u0110\u1ed9ng, x\u00e1c su\u1ea5t<\/td>\n<\/tr>\n
                  S\u1eed d\u1ee5ng d\u1eef li\u1ec7u<\/strong><\/td>\nD\u1eef li\u1ec7u \u0111\u1ea7u v\u00e0o c\u00f3 c\u1ea5u tr\u00fac<\/td>\nD\u1eef li\u1ec7u c\u00f3 c\u1ea5u tr\u00fac v\u00e0 kh\u00f4ng c\u00f3 c\u1ea5u tr\u00fac<\/td>\n<\/tr>\n
                  Th\u1ef1c thi<\/strong><\/td>\nQuy tr\u00ecnh v\u1eadn h\u00e0nh do con ng\u01b0\u1eddi \u0111i\u1ec1u khi\u1ec3n<\/td>\n\u0110i\u1ec1u ph\u1ed1i t\u1ef1 \u0111\u1ed9ng<\/td>\n<\/tr>\n
                  T\u1ed1i \u01b0u h\u00f3a<\/strong><\/td>\n\u0110\u00e1nh gi\u00e1 \u0111\u1ecbnh k\u1ef3<\/td>\nTh\u00edch \u1ee9ng th\u1eddi gian th\u1ef1c<\/td>\n<\/tr>\n
                  \u0110\u1ed9 ph\u1ee9c t\u1ea1p<\/strong><\/td>\n\u0110\u1ed9 r\u00f5 r\u00e0ng v\u1ec1 h\u00ecnh \u1ea3nh<\/td>\n\u0110\u1ed9 s\u00e2u ng\u1eef ngh\u0129a<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

                  B\u1ea3ng n\u00e0y nh\u1ea5n m\u1ea1nh s\u1ef1 chuy\u1ec3n d\u1ecbch t\u1eeb m\u1ed9t c\u00f4ng c\u1ee5 t\u00e0i li\u1ec7u h\u00f3a tr\u1ef1c quan sang m\u1ed9t \u0111\u1ed9ng c\u01a1 ch\u1ee9c n\u0103ng, th\u00f4ng minh. K\u00fd hi\u1ec7u \u0111ang tr\u1edf n\u00ean tr\u1eebu t\u01b0\u1ee3ng h\u01a1n v\u1ec1 h\u00ecnh th\u1ee9c nh\u01b0ng phong ph\u00fa h\u01a1n v\u1ec1 kh\u1ea3 n\u0103ng.<\/p>\n

                  \ud83d\udee0\ufe0f Chi\u1ebfn l\u01b0\u1ee3c tri\u1ec3n khai cho c\u00e1c t\u1ed5 ch\u1ee9c<\/h2>\n

                  C\u00e1c t\u1ed5 ch\u1ee9c mu\u1ed1n \u00e1p d\u1ee5ng nh\u1eefng thay \u0111\u1ed5i n\u00e0y kh\u00f4ng n\u00ean c\u1ed1 g\u1eafng thay \u0111\u1ed5i to\u00e0n b\u1ed9 ki\u1ebfn tr\u00fac quy tr\u00ecnh c\u1ee7a m\u00ecnh trong m\u1ed9t \u0111\u00eam. C\u1ea7n c\u00f3 c\u00e1ch ti\u1ebfp c\u1eadn t\u1eebng b\u01b0\u1edbc \u0111\u1ec3 \u0111\u1ea3m b\u1ea3o s\u1ef1 \u1ed5n \u0111\u1ecbnh.<\/p>\n

                    \n
                  • \u0110\u00e1nh gi\u00e1 m\u1ee9c \u0111\u1ed9 ch\u00edn mu\u1ed3i hi\u1ec7n t\u1ea1i:<\/strong> X\u00e1c \u0111\u1ecbnh xem c\u00e1c quy tr\u00ecnh hi\u1ec7n t\u1ea1i c\u00f3 \u1ed5n \u0111\u1ecbnh \u0111\u1ee7 \u0111\u1ec3 t\u1ef1 \u0111\u1ed9ng h\u00f3a hay kh\u00f4ng. N\u1ebfu quy tr\u00ecnh thay \u0111\u1ed5i m\u1ed7i ng\u00e0y, t\u1ef1 \u0111\u1ed9ng h\u00f3a s\u1ebd g\u1eb7p kh\u00f3 kh\u0103n.<\/li>\n
                  • B\u1eaft \u0111\u1ea7u v\u1edbi c\u00e1c m\u00f4 h\u00ecnh lai:<\/strong> K\u1ebft h\u1ee3p BPMN t\u0129nh v\u1edbi c\u00e1c th\u00e0nh ph\u1ea7n AI t\u1ea1i c\u00e1c \u0111i\u1ec3m ra quy\u1ebft \u0111\u1ecbnh c\u1ee5 th\u1ec3 thay v\u00ec thay th\u1ebf to\u00e0n b\u1ed9 m\u00f4 h\u00ecnh.<\/li>\n
                  • \u0110\u1ea7u t\u01b0 v\u00e0o ch\u1ea5t l\u01b0\u1ee3ng d\u1eef li\u1ec7u:<\/strong> C\u00e1c m\u00f4 h\u00ecnh AI ch\u1ec9 t\u1ed1t b\u1eb1ng d\u1eef li\u1ec7u ch\u00fang \u0111\u01b0\u1ee3c hu\u1ea5n luy\u1ec7n. \u0110\u1ea3m b\u1ea3o nh\u1eadt k\u00fd s\u1ef1 ki\u1ec7n s\u1ea1ch s\u1ebd v\u00e0 nh\u1ea5t qu\u00e1n.<\/li>\n
                  • \u0110\u00e0o t\u1ea1o \u0111\u1ed9i ng\u0169:<\/strong> C\u00e1c nh\u00e0 ph\u00e2n t\u00edch quy tr\u00ecnh c\u1ea7n c\u00f3 k\u1ef9 n\u0103ng v\u1ec1 khoa h\u1ecdc d\u1eef li\u1ec7u v\u00e0 AI, ch\u1ee9 kh\u00f4ng ch\u1ec9 l\u00e0 m\u00f4 h\u00ecnh h\u00f3a. C\u00e1c \u0111\u1ed9i ng\u0169 li\u00ean ch\u1ee9c n\u0103ng ho\u1ea1t \u0111\u1ed9ng t\u1ed1t nh\u1ea5t.<\/li>\n<\/ul>\n

                    \ud83d\udd17 Nh\u1eefng suy ngh\u0129 cu\u1ed1i c\u00f9ng v\u1ec1 xu h\u01b0\u1edbng c\u1ee7a c\u00e1c ti\u00eau chu\u1ea9n<\/h2>\n

                    T\u01b0\u01a1ng lai c\u1ee7a BPMN l\u00e0 s\u1ef1 t\u00edch h\u1ee3p v\u00e0 tr\u00ed tu\u1ec7. N\u00f3 s\u1ebd kh\u00f4ng bi\u1ebfn m\u1ea5t m\u00e0 s\u1ebd ph\u00e1t tri\u1ec3n \u0111\u1ec3 h\u1ed7 tr\u1ee3 c\u00e1c m\u00f4i tr\u01b0\u1eddng ph\u1ee9c t\u1ea1p, d\u1ef1a tr\u00ean d\u1eef li\u1ec7u c\u1ee7a doanh nghi\u1ec7p hi\u1ec7n \u0111\u1ea1i. B\u1eb1ng c\u00e1ch \u0111\u00f3n nh\u1eadn vi\u1ec7c l\u00e0m phong ph\u00fa ng\u1eef ngh\u0129a, khai th\u00e1c quy tr\u00ecnh v\u00e0 qu\u1ea3n tr\u1ecb \u0111\u1ea1o \u0111\u1ee9c, ti\u00eau chu\u1ea9n n\u00e0y s\u1ebd v\u1eabn gi\u1eef \u0111\u01b0\u1ee3c t\u00ednh ph\u00f9 h\u1ee3p v\u00e0 s\u1ee9c m\u1ea1nh.<\/p>\n

                    C\u00e1c b\u00ean li\u00ean quan c\u1ea7n duy tr\u00ec s\u1ef1 c\u1ea3nh gi\u00e1c. Khi c\u00f4ng ngh\u1ec7 ph\u00e1t tri\u1ec3n, \u0111\u1ecbnh ngh\u0129a v\u1ec1 m\u1ed9t “quy tr\u00ecnh” thay \u0111\u1ed5i. N\u00f3 kh\u00f4ng c\u00f2n ch\u1ec9 l\u00e0 m\u1ed9t chu\u1ed7i c\u00e1c nhi\u1ec7m v\u1ee5 m\u00e0 l\u00e0 m\u1ed9t lu\u1ed3ng li\u00ean t\u1ee5c t\u1ea1o ra gi\u00e1 tr\u1ecb \u0111\u01b0\u1ee3c th\u00fac \u0111\u1ea9y b\u1edfi d\u1eef li\u1ec7u v\u00e0 tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o. \u0110\u1ec3 theo k\u1ecbp nh\u1eefng thay \u0111\u1ed5i n\u00e0y \u0111\u00f2i h\u1ecfi cam k\u1ebft h\u1ecdc t\u1eadp v\u00e0 th\u00edch nghi li\u00ean t\u1ee5c.<\/p>\n

                    \u0110\u1ed1i v\u1edbi c\u00e1c t\u1ed5 ch\u1ee9c, c\u01a1 h\u1ed9i n\u1eb1m \u1edf vi\u1ec7c t\u1eadn d\u1ee5ng nh\u1eefng kh\u1ea3 n\u0103ng m\u1edbi n\u00e0y \u0111\u1ec3 t\u1ea1o ra c\u00e1c ho\u1ea1t \u0111\u1ed9ng linh ho\u1ea1t v\u00e0 ph\u1ea3n \u1ee9ng nhanh h\u01a1n. C\u00e1c ti\u00eau chu\u1ea9n s\u1ebd cung c\u1ea5p khung n\u1ec1n t\u1ea3ng, nh\u01b0ng th\u00e0nh c\u00f4ng ph\u1ee5 thu\u1ed9c v\u00e0o c\u00e1ch th\u1ee9c \u00e1p d\u1ee5ng ch\u00fang hi\u1ec7u qu\u1ea3 v\u00e0o c\u00e1c th\u00e1ch th\u1ee9c th\u1ef1c t\u1ebf.<\/p>\n","protected":false},"excerpt":{"rendered":"

                    B\u1ee9c tranh qu\u1ea3n l\u00fd quy tr\u00ecnh kinh doanh \u0111ang tr\u1ea3i qua m\u1ed9t s\u1ef1 chuy\u1ec3n bi\u1ebfn s\u00e2u s\u1eafc. Trong h\u01a1n m\u1ed9t<\/p>\n","protected":false},"author":1,"featured_media":11871,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_yoast_wpseo_title":"AI & T\u1ef1 \u0111\u1ed9ng h\u00f3a \u0111ang \u0111\u1ecbnh h\u00ecnh l\u1ea1i c\u00e1c ti\u00eau chu\u1ea9n BPMN | Tri\u1ec3n v\u1ecdng t\u01b0\u01a1ng lai","_yoast_wpseo_metadesc":"Kh\u00e1m ph\u00e1 c\u00e1ch tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o v\u00e0 t\u1ef1 \u0111\u1ed9ng h\u00f3a \u0111ang thay \u0111\u1ed5i c\u00e1c ti\u00eau chu\u1ea9n M\u00f4 h\u00ecnh v\u00e0 K\u00fd hi\u1ec7u Quy tr\u00ecnh Kinh doanh (BPMN). M\u1ed9t ph\u00e2n t\u00edch chuy\u00ean s\u00e2u v\u1ec1 c\u00e1c xu h\u01b0\u1edbng m\u00f4 h\u00ecnh h\u00f3a t\u01b0\u01a1ng lai.","footnotes":""},"categories":[9],"tags":[111,113],"class_list":["post-11870","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-bpmn","tag-academic","tag-bpmn"],"yoast_head":"\nAI & T\u1ef1 \u0111\u1ed9ng h\u00f3a \u0111ang \u0111\u1ecbnh h\u00ecnh l\u1ea1i c\u00e1c ti\u00eau chu\u1ea9n BPMN | Tri\u1ec3n v\u1ecdng t\u01b0\u01a1ng lai<\/title>\n<meta name=\"description\" content=\"Kh\u00e1m ph\u00e1 c\u00e1ch tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o v\u00e0 t\u1ef1 \u0111\u1ed9ng h\u00f3a \u0111ang thay \u0111\u1ed5i c\u00e1c ti\u00eau chu\u1ea9n M\u00f4 h\u00ecnh v\u00e0 K\u00fd hi\u1ec7u Quy tr\u00ecnh Kinh doanh (BPMN). M\u1ed9t ph\u00e2n t\u00edch chuy\u00ean s\u00e2u v\u1ec1 c\u00e1c xu h\u01b0\u1edbng m\u00f4 h\u00ecnh h\u00f3a t\u01b0\u01a1ng lai.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.cybermedian.com\/vn\/ai-automation-reshaping-bpmn-standards\/\" \/>\n<meta property=\"og:locale\" content=\"vi_VN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"AI & T\u1ef1 \u0111\u1ed9ng h\u00f3a \u0111ang \u0111\u1ecbnh h\u00ecnh l\u1ea1i c\u00e1c ti\u00eau chu\u1ea9n BPMN | Tri\u1ec3n v\u1ecdng t\u01b0\u01a1ng lai\" \/>\n<meta property=\"og:description\" content=\"Kh\u00e1m ph\u00e1 c\u00e1ch tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o v\u00e0 t\u1ef1 \u0111\u1ed9ng h\u00f3a \u0111ang thay \u0111\u1ed5i c\u00e1c ti\u00eau chu\u1ea9n M\u00f4 h\u00ecnh v\u00e0 K\u00fd hi\u1ec7u Quy tr\u00ecnh Kinh doanh (BPMN). 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