{"id":25217,"date":"2025-06-16T10:21:59","date_gmt":"2025-06-16T03:21:59","guid":{"rendered":"https:\/\/histaff.vn\/?p=25217"},"modified":"2025-06-16T10:22:37","modified_gmt":"2025-06-16T03:22:37","slug":"ly-do-80-du-an-ai-khong-the-trien-khai-thanh-cong-va-cach-giai-quyet","status":"publish","type":"post","link":"https:\/\/histaff.vn\/en_uk\/ly-do-80-du-an-ai-khong-the-trien-khai-thanh-cong-va-cach-giai-quyet\/","title":{"rendered":"L\u00fd do 80% d\u1ef1 \u00e1n AI kh\u00f4ng th\u1ec3 tri\u1ec3n khai th\u00e0nh c\u00f4ng v\u00e0 c\u00e1ch gi\u1ea3i quy\u1ebft\u00a0"},"content":{"rendered":"<p style=\"font-size:50px\">L\u00fd do 80% d\u1ef1 \u00e1n AI kh\u00f4ng th\u1ec3 tri\u1ec3n khai th\u00e0nh c\u00f4ng v\u00e0 c\u00e1ch gi\u1ea3i quy\u1ebft\u00a0<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img fetchpriority=\"high\" decoding=\"async\" width=\"1000\" height=\"667\" src=\"https:\/\/histaff.vn\/wp-content\/uploads\/2025\/06\/image-17.jpeg\" alt=\"\" class=\"wp-image-25218\" srcset=\"https:\/\/histaff.vn\/wp-content\/uploads\/2025\/06\/image-17.jpeg 1000w, https:\/\/histaff.vn\/wp-content\/uploads\/2025\/06\/image-17-433x289.jpeg 433w, https:\/\/histaff.vn\/wp-content\/uploads\/2025\/06\/image-17-768x512.jpeg 768w, https:\/\/histaff.vn\/wp-content\/uploads\/2025\/06\/image-17-18x12.jpeg 18w\" sizes=\"(max-width: 1000px) 100vw, 1000px\" \/><\/figure>\n\n\n\n<p><br>Vi\u1ec7c \u0111\u1ea7u t\u01b0 v\u00e0o tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (AI) trong c\u00e1c doanh nghi\u1ec7p \u0111ang \u1edf m\u1ee9c cao ch\u01b0a t\u1eebng c\u00f3, v\u1edbi d\u1ef1 \u0111o\u00e1n chi ti\u00eau to\u00e0n c\u1ea7u cho AI v\u00e0 GenAI s\u1ebd \u0111\u1ea1t 631 t\u1ef7 USD v\u00e0o n\u0103m 2028, theo IDC. Tuy nhi\u00ean, d\u00f9 ng\u00e2n s\u00e1ch v\u00e0 s\u1ef1 h\u00e0o h\u1ee9ng t\u1eeb ban l\u00e3nh \u0111\u1ea1o l\u00e0 r\u1ea5t l\u1edbn, th\u1ef1c t\u1ebf v\u1eabn c\u00f3 m\u1ed9t s\u1ef1 m\u1ea5t k\u1ebft n\u1ed1i r\u00f5 r\u1ec7t gi\u1eefa m\u1ee5c ti\u00eau v\u00e0 k\u1ebft qu\u1ea3 th\u1ef1c t\u1ebf. H\u1ea7u h\u1ebft c\u00e1c t\u1ed5 ch\u1ee9c g\u1eb7p kh\u00f3 kh\u0103n trong vi\u1ec7c chuy\u1ec3n t\u1eeb nh\u1eefng k\u1ef3 v\u1ecdng v\u1ec1 AI sang vi\u1ec7c \u1ee9ng d\u1ee5ng th\u1ef1c t\u1ebf, v\u1edbi s\u1ed1 li\u1ec7u \u0111\u00e1ng bu\u1ed3n cho th\u1ea5y ch\u1ec9 18% trong s\u1ed1 c\u00e1c d\u1ef1 \u00e1n AI \u0111\u01b0\u1ee3c tri\u1ec3n khai th\u00e0nh c\u00f4ng.<\/p>\n\n\n\n<p>B\u00e1o c\u00e1o &#8220;AI Governance Benchmark 2025&#8221; c\u1ee7a ModelOp, d\u1ef1a tr\u00ean \u00fd ki\u1ebfn c\u1ee7a 100 l\u00e3nh \u0111\u1ea1o AI v\u00e0 d\u1eef li\u1ec7u t\u1eeb c\u00e1c doanh nghi\u1ec7p Fortune 500, ch\u1ec9 ra r\u1eb1ng trong khi 80% doanh nghi\u1ec7p c\u00f3 h\u01a1n 51 d\u1ef1 \u00e1n AI \u0111ang trong giai \u0111o\u1ea1n \u0111\u1ec1 xu\u1ea5t, ch\u1ec9 18% \u0111\u00e3 tri\u1ec3n khai th\u00e0nh c\u00f4ng h\u01a1n 20 m\u00f4 h\u00ecnh v\u00e0o s\u1ea3n xu\u1ea5t. C\u00e1c con s\u1ed1 n\u00e0y l\u00e0m n\u1ed5i b\u1eadt m\u1ed9t s\u1ef1 th\u1eadt kh\u00f3 ch\u1ecbu: kho\u1ea3ng c\u00e1ch gi\u1eefa tham v\u1ecdng v\u00e0 kh\u1ea3 n\u0103ng th\u1ef1c thi trong AI l\u00e0 m\u1ed9t trong nh\u1eefng th\u00e1ch th\u1ee9c l\u1edbn nh\u1ea5t \u0111\u1ed1i v\u1edbi c\u00e1c doanh nghi\u1ec7p hi\u1ec7n nay.<\/p>\n\n\n\n<p>Ph\u1ea7n l\u1edbn c\u00e1c d\u1ef1 \u00e1n AI hi\u1ec7n nay m\u1ea5t t\u1eeb 6 \u0111\u1ebfn 18 th\u00e1ng \u0111\u1ec3 \u0111i v\u00e0o ho\u1ea1t \u0111\u1ed9ng, v\u00e0 nhi\u1ec1u d\u1ef1 \u00e1n kh\u00f4ng bao gi\u1edd \u0111\u1ea1t \u0111\u01b0\u1ee3c s\u1ea3n ph\u1ea9m cu\u1ed1i c\u00f9ng. \u0110i\u1ec1u n\u00e0y d\u1eabn \u0111\u1ebfn s\u1ef1 th\u1ea5t v\u1ecdng c\u1ee7a c\u00e1c b\u00ean li\u00ean quan v\u00e0 gi\u1ea3m s\u00fat ni\u1ec1m tin v\u00e0o c\u00e1c s\u00e1ng ki\u1ebfn AI trong t\u1ed5 ch\u1ee9c.<\/p>\n\n\n\n<p>Theo b\u00e1o c\u00e1o t\u1eeb ModelOp, nh\u1eefng r\u00e0o c\u1ea3n ch\u00ednh trong vi\u1ec7c tri\u1ec3n khai AI kh\u00f4ng ph\u1ea3i l\u00e0 nh\u1eefng h\u1ea1n ch\u1ebf v\u1ec1 m\u1eb7t k\u1ef9 thu\u1eadt m\u00e0 ch\u1ee7 y\u1ebfu l\u00e0 c\u00e1c v\u1ea5n \u0111\u1ec1 v\u1ec1 c\u1ea5u tr\u00fac t\u1ed5 ch\u1ee9c. M\u1ed9t s\u1ed1 v\u1ea5n \u0111\u1ec1 n\u1ed5i b\u1eadt g\u1ed3m:<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>H\u1ec7 th\u1ed1ng ph\u00e2n m\u1ea3nh: 58% c\u00e1c t\u1ed5 ch\u1ee9c cho r\u1eb1ng h\u1ec7 th\u1ed1ng ph\u00e2n m\u1ea3nh l\u00e0 y\u1ebfu t\u1ed1 c\u1ea3n tr\u1edf l\u1edbn nh\u1ea5t trong vi\u1ec7c \u00e1p d\u1ee5ng c\u00e1c n\u1ec1n t\u1ea3ng qu\u1ea3n l\u00fd AI. S\u1ef1 ph\u00e2n m\u1ea3nh n\u00e0y t\u1ea1o ra c\u00e1c silo trong t\u1ed5 ch\u1ee9c, khi c\u00e1c ph\u00f2ng ban s\u1eed d\u1ee5ng c\u00e1c c\u00f4ng c\u1ee5 v\u00e0 quy tr\u00ecnh kh\u00f4ng t\u01b0\u01a1ng th\u00edch, khi\u1ebfn vi\u1ec7c gi\u00e1m s\u00e1t c\u00e1c s\u00e1ng ki\u1ebfn AI tr\u1edf n\u00ean kh\u00f3 kh\u0103n.<br><\/li>\n\n\n\n<li>Quy tr\u00ecnh th\u1ee7 c\u00f4ng v\u1eabn chi\u1ebfm \u01b0u th\u1ebf: 55% c\u00e1c doanh nghi\u1ec7p v\u1eabn s\u1eed d\u1ee5ng c\u00e1c quy tr\u00ecnh th\u1ee7 c\u00f4ng, ch\u1eb3ng h\u1ea1n nh\u01b0 b\u1ea3ng t\u00ednh v\u00e0 email, \u0111\u1ec3 qu\u1ea3n l\u00fd vi\u1ec7c ti\u1ebfp nh\u1eadn c\u00e1c tr\u01b0\u1eddng h\u1ee3p s\u1eed d\u1ee5ng AI. \u0110i\u1ec1u n\u00e0y d\u1eabn \u0111\u1ebfn t\u1eafc ngh\u1ebdn, t\u0103ng kh\u1ea3 n\u0103ng sai s\u00f3t v\u00e0 l\u00e0m ch\u1eadm qu\u00e1 tr\u00ecnh m\u1edf r\u1ed9ng c\u00e1c ho\u1ea1t \u0111\u1ed9ng AI.<br><\/li>\n\n\n\n<li>Thi\u1ebfu chu\u1ea9n h\u00f3a: Ch\u1ec9 c\u00f3 23% c\u00e1c doanh nghi\u1ec7p th\u1ef1c hi\u1ec7n quy tr\u00ecnh ti\u1ebfp nh\u1eadn, ph\u00e1t tri\u1ec3n v\u00e0 qu\u1ea3n l\u00fd m\u00f4 h\u00ecnh chu\u1ea9n h\u00f3a. Khi kh\u00f4ng c\u00f3 c\u00e1c y\u1ebfu t\u1ed1 chu\u1ea9n h\u00f3a n\u00e0y, m\u1ed7i d\u1ef1 \u00e1n AI tr\u1edf th\u00e0nh m\u1ed9t th\u00e1ch th\u1ee9c \u0111\u1ed9c \u0111\u00e1o, y\u00eau c\u1ea7u gi\u1ea3i ph\u00e1p t\u00f9y ch\u1ec9nh v\u00e0 s\u1ef1 ph\u1ed1i h\u1ee3p gi\u1eefa nhi\u1ec1u \u0111\u1ed9i ng\u0169.<br><\/li>\n\n\n\n<li>Gi\u00e1m s\u00e1t kh\u00f4ng \u0111\u1ed3ng b\u1ed9: Ch\u1ec9 14% c\u00e1c c\u00f4ng ty th\u1ef1c hi\u1ec7n \u0111\u1ea3m b\u1ea3o AI \u1edf c\u1ea5p \u0111\u1ed9 doanh nghi\u1ec7p, \u0111i\u1ec1u n\u00e0y d\u1eabn \u0111\u1ebfn r\u1ee7i ro tr\u00f9ng l\u1eb7p c\u00f4ng vi\u1ec7c v\u00e0 thi\u1ebfu gi\u00e1m s\u00e1t nh\u1ea5t qu\u00e1n. Thi\u1ebfu s\u1ef1 qu\u1ea3n l\u00fd t\u1eadp trung khi\u1ebfn c\u00e1c t\u1ed5 ch\u1ee9c th\u01b0\u1eddng ph\u00e1t hi\u1ec7n ra r\u1eb1ng h\u1ecd \u0111ang gi\u1ea3i quy\u1ebft c\u00f9ng m\u1ed9t v\u1ea5n \u0111\u1ec1 nhi\u1ec1u l\u1ea7n \u1edf c\u00e1c b\u1ed9 ph\u1eadn kh\u00e1c nhau.<br><\/li>\n<\/ol>\n\n\n\n<p>M\u1ed9t thay \u0111\u1ed5i l\u1edbn \u0111ang di\u1ec5n ra trong c\u00e1ch c\u00e1c t\u1ed5 ch\u1ee9c nh\u00ecn nh\u1eadn qu\u1ea3n tr\u1ecb AI. Thay v\u00ec coi \u0111\u00f3 l\u00e0 m\u1ed9t g\u00e1nh n\u1eb7ng tu\u00e2n th\u1ee7, c\u00e1c t\u1ed5 ch\u1ee9c ti\u00ean ti\u1ebfn \u0111\u00e3 nh\u1eadn th\u1ee9c \u0111\u01b0\u1ee3c r\u1eb1ng qu\u1ea3n tr\u1ecb AI l\u00e0 m\u1ed9t y\u1ebfu t\u1ed1 quan tr\u1ecdng gi\u00fap m\u1edf r\u1ed9ng v\u00e0 t\u0103ng t\u1ed1c s\u1ef1 \u0111\u1ed5i m\u1edbi. Theo d\u1eef li\u1ec7u t\u1eeb ModelOp, 46% c\u00e1c c\u00f4ng ty hi\u1ec7n giao tr\u00e1ch nhi\u1ec7m qu\u1ea3n l\u00fd AI cho Gi\u00e1m \u0111\u1ed1c S\u00e1ng t\u1ea1o (CIO), g\u1ea5p h\u01a1n b\u1ed1n l\u1ea7n so v\u1edbi vi\u1ec7c \u0111\u1eb7t tr\u00e1ch nhi\u1ec7m n\u00e0y d\u01b0\u1edbi s\u1ef1 gi\u00e1m s\u00e1t c\u1ee7a b\u1ed9 ph\u1eadn Ph\u00e1p l\u00fd ho\u1eb7c Tu\u00e2n th\u1ee7.<\/p>\n\n\n\n<p>Nh\u1eefng doanh nghi\u1ec7p th\u00e0nh c\u00f4ng trong vi\u1ec7c thu h\u1eb9p kho\u1ea3ng c\u00e1ch gi\u1eefa m\u1ee5c ti\u00eau v\u00e0 th\u1ef1c thi trong AI c\u00f3 m\u1ed9t s\u1ed1 \u0111\u1eb7c \u0111i\u1ec3m chung trong c\u00e1ch ti\u1ebfp c\u1eadn tri\u1ec3n khai AI:<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>Quy tr\u00ecnh chu\u1ea9n h\u00f3a ngay t\u1eeb \u0111\u1ea7u: C\u00e1c doanh nghi\u1ec7p d\u1eabn \u0111\u1ea7u tri\u1ec3n khai c\u00e1c quy tr\u00ecnh chu\u1ea9n h\u00f3a trong vi\u1ec7c ti\u1ebfp nh\u1eadn, ph\u00e1t tri\u1ec3n v\u00e0 \u0111\u00e1nh gi\u00e1 m\u00f4 h\u00ecnh AI t\u1eeb khi b\u1eaft \u0111\u1ea7u. S\u1ef1 nh\u1ea5t qu\u00e1n gi\u00fap c\u00e1c b\u00ean li\u00ean quan hi\u1ec3u r\u00f5 tr\u00e1ch nhi\u1ec7m v\u00e0 gi\u1ea3m thi\u1ec3u c\u00f4ng vi\u1ec7c ph\u1ea3i l\u00e0m l\u1ea1i.<br><\/li>\n\n\n\n<li>L\u01b0u tr\u1eef t\u00e0i li\u1ec7u v\u00e0 th\u00f4ng tin t\u1eadp trung: C\u00e1c doanh nghi\u1ec7p th\u00e0nh c\u00f4ng duy tr\u00ec m\u1ed9t h\u1ec7 th\u1ed1ng l\u01b0u tr\u1eef t\u00e0i li\u1ec7u t\u1eadp trung, gi\u00fap d\u1ec5 d\u00e0ng theo d\u00f5i t\u00ecnh tr\u1ea1ng, hi\u1ec7u su\u1ea5t v\u00e0 t\u00ednh tu\u00e2n th\u1ee7 c\u1ee7a t\u1eebng m\u00f4 h\u00ecnh AI.<br><\/li>\n\n\n\n<li>\u0110i\u1ec3m ki\u1ec3m tra t\u1ef1 \u0111\u1ed9ng trong qu\u1ea3n tr\u1ecb: C\u00e1c t\u1ed5 ch\u1ee9c hi\u1ec7u su\u1ea5t cao t\u00edch h\u1ee3p c\u00e1c \u0111i\u1ec3m ki\u1ec3m tra t\u1ef1 \u0111\u1ed9ng trong su\u1ed1t v\u00f2ng \u0111\u1eddi c\u1ee7a m\u00f4 h\u00ecnh AI, \u0111\u1ea3m b\u1ea3o tu\u00e2n th\u1ee7 c\u00e1c y\u00eau c\u1ea7u v\u00e0 \u0111\u00e1nh gi\u00e1 r\u1ee7i ro m\u1ed9t c\u00e1ch h\u1ec7 th\u1ed1ng.<br><\/li>\n\n\n\n<li>Theo d\u00f5i to\u00e0n di\u1ec7n: C\u00e1c doanh nghi\u1ec7p n\u00e0y duy tr\u00ec kh\u1ea3 n\u0103ng theo d\u00f5i \u0111\u1ea7y \u0111\u1ee7 t\u1eeb d\u1eef li\u1ec7u ngu\u1ed3n, ph\u01b0\u01a1ng ph\u00e1p hu\u1ea5n luy\u1ec7n, k\u1ebft qu\u1ea3 x\u00e1c minh cho \u0111\u1ebfn c\u00e1c ch\u1ec9 s\u1ed1 hi\u1ec7u su\u1ea5t.<br><\/li>\n<\/ol>\n\n\n\n<p>C\u00e1c t\u1ed5 ch\u1ee9c \u00e1p d\u1ee5ng c\u00e1c n\u1ec1n t\u1ea3ng t\u1ef1 \u0111\u1ed9ng h\u00f3a v\u00f2ng \u0111\u1eddi qu\u1ea3n tr\u1ecb AI \u0111\u00e3 ghi nh\u1eadn nh\u1eefng c\u1ea3i thi\u1ec7n r\u00f5 r\u1ec7t trong hi\u1ec7u qu\u1ea3 v\u1eadn h\u00e0nh v\u00e0 k\u1ebft qu\u1ea3 kinh doanh. M\u1ed9t c\u00f4ng ty t\u00e0i ch\u00ednh trong b\u00e1o c\u00e1o c\u1ee7a ModelOp \u0111\u00e3 gi\u1ea3m th\u1eddi gian \u0111\u01b0a s\u1ea3n ph\u1ea9m v\u00e0o s\u1ea3n xu\u1ea5t m\u1ed9t n\u1eeda v\u00e0 gi\u1ea3m 80% th\u1eddi gian gi\u1ea3i quy\u1ebft s\u1ef1 c\u1ed1 sau khi tri\u1ec3n khai quy tr\u00ecnh qu\u1ea3n tr\u1ecb t\u1ef1 \u0111\u1ed9ng.<\/p>\n\n\n\n<p>C\u00e1c t\u1ed5 ch\u1ee9c c\u00f3 khung qu\u1ea3n tr\u1ecb v\u1eefng ch\u1eafc c\u00f3 th\u1ec3 tri\u1ec3n khai nhi\u1ec1u m\u00f4 h\u00ecnh AI \u0111\u1ed3ng th\u1eddi trong khi duy tr\u00ec gi\u00e1m s\u00e1t v\u00e0 ki\u1ec3m so\u00e1t. \u0110i\u1ec1u n\u00e0y cho ph\u00e9p h\u1ecd m\u1edf r\u1ed9ng c\u00e1c s\u00e1ng ki\u1ebfn AI trong nhi\u1ec1u \u0111\u01a1n v\u1ecb kinh doanh m\u00e0 kh\u00f4ng l\u00e0m qu\u00e1 t\u1ea3i c\u00e1c n\u0103ng l\u1ef1c v\u1eadn h\u00e0nh.<\/p>\n\n\n\n<p>Th\u00f4ng \u0111i\u1ec7p t\u1eeb c\u00e1c nh\u00e0 l\u00e3nh \u0111\u1ea1o trong ng\u00e0nh l\u00e0 kho\u1ea3ng c\u00e1ch gi\u1eefa tham v\u1ecdng v\u00e0 th\u1ef1c thi AI c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c gi\u1ea3i quy\u1ebft, nh\u01b0ng c\u1ea7n thay \u0111\u1ed5i c\u00e1ch ti\u1ebfp c\u1eadn. Doanh nghi\u1ec7p kh\u00f4ng ch\u1ec9 c\u1ea7n qu\u1ea3n tr\u1ecb AI nh\u01b0 m\u1ed9t nhi\u1ec7m v\u1ee5 b\u1eaft bu\u1ed9c, m\u00e0 ph\u1ea3i nh\u1eadn ra r\u1eb1ng n\u00f3 l\u00e0 y\u1ebfu t\u1ed1 ch\u1ee7 ch\u1ed1t gi\u00fap t\u0103ng tr\u01b0\u1edfng v\u00e0 \u0111\u1ed5i m\u1edbi.<\/p>\n\n\n\n<p>C\u00e1c t\u1ed5 ch\u1ee9c c\u1ea7n \u01b0u ti\u00ean chu\u1ea9n h\u00f3a quy tr\u00ecnh, \u0111\u1ea7u t\u01b0 v\u00e0o c\u00e1c n\u1ec1n t\u1ea3ng qu\u1ea3n tr\u1ecb t\u00edch h\u1ee3p v\u00e0 t\u1ea1o ra kh\u1ea3 n\u0103ng gi\u00e1m s\u00e1t t\u1eadp trung \u0111\u1ec3 \u0111\u1ea1t \u0111\u01b0\u1ee3c l\u1ee3i \u00edch t\u1eeb AI nhanh ch\u00f3ng v\u00e0 b\u1ec1n v\u1eefng. 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