{"id":25206,"date":"2026-06-22T13:34:25","date_gmt":"2026-06-22T08:04:25","guid":{"rendered":"https:\/\/lollypop.design\/?p=25206"},"modified":"2026-06-22T14:17:18","modified_gmt":"2026-06-22T08:47:18","slug":"ai-readiness-score-la-gi-doanh-nghiep-viet-do-luong","status":"publish","type":"post","link":"https:\/\/lollypop.design\/blog\/2026\/june\/ai-readiness-score-la-gi-doanh-nghiep-viet-do-luong\/","title":{"rendered":"AI Readiness L\u00e0 G\u00ec? \u0110\u00e1nh Gi\u00e1 M\u1ee9c \u0110\u1ed9 S\u1eb5n S\u00e0ng AI 2026"},"content":{"rendered":"<p>Theo b\u00e1o c\u00e1o <a href=\"https:\/\/www.mckinsey.com\/capabilities\/quantumblack\/our-insights\/the-state-of-ai-how-organizations-are-rewiring-to-capture-value\" target=\"_blank\" rel=\"noopener nofollow\"><em>The State of AI<\/em><\/a> c\u1ee7a McKinsey &amp; Company, 78% t\u1ed5 ch\u1ee9c \u0111\u00e3 \u00e1p d\u1ee5ng AI trong \u00edt nh\u1ea5t m\u1ed9t ch\u1ee9c n\u0103ng kinh doanh v\u00e0o n\u0103m 2024. Tuy nhi\u00ean, ph\u1ea7n l\u1edbn doanh nghi\u1ec7p m\u1edbi ch\u1ec9 tri\u1ec3n khai AI \u1edf m\u1ed9t s\u1ed1 b\u1ed9 ph\u1eadn ho\u1eb7c quy tr\u00ecnh nh\u1ea5t \u0111\u1ecbnh, thay v\u00ec t\u00edch h\u1ee3p AI xuy\u00ean su\u1ed1t to\u00e0n b\u1ed9 t\u1ed5 ch\u1ee9c.<\/p>\n<p>\u0110i\u1ec1u n\u00e0y cho th\u1ea5y th\u00e0nh c\u00f4ng c\u1ee7a AI kh\u00f4ng ch\u1ec9 ph\u1ee5 thu\u1ed9c v\u00e0o m\u00f4 h\u00ecnh, c\u00f4ng c\u1ee5 hay c\u00f4ng ngh\u1ec7. Quan tr\u1ecdng h\u01a1n, n\u00f3 ph\u1ee5 thu\u1ed9c v\u00e0o m\u1ee9c \u0111\u1ed9 s\u1eb5n s\u00e0ng c\u1ee7a ch\u00ednh doanh nghi\u1ec7p.<\/p>\n<p>\u0110\u00f3 l\u00e0 l\u00fd do kh\u00e1i ni\u1ec7m <a href=\"https:\/\/lollypop.design\/blog\/2026\/june\/ai-readiness-score-la-gi-doanh-nghiep-viet-do-luong\/\">AI Readiness<\/a> ng\u00e0y c\u00e0ng \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng nh\u01b0 m\u1ed9t c\u00f4ng c\u1ee5 \u0111\u00e1nh gi\u00e1 chi\u1ebfn l\u01b0\u1ee3c tr\u01b0\u1edbc khi \u0111\u1ea7u t\u01b0 ho\u1eb7c m\u1edf r\u1ed9ng c\u00e1c s\u00e1ng ki\u1ebfn AI. Thay v\u00ec \u0111\u1eb7t c\u00e2u h\u1ecfi \u201cDoanh nghi\u1ec7p n\u00ean s\u1eed d\u1ee5ng AI n\u00e0o?\u201d, c\u00e1c t\u1ed5 ch\u1ee9c ti\u00ean phong \u0111ang b\u1eaft \u0111\u1ea7u t\u1eeb m\u1ed9t c\u00e2u h\u1ecfi quan tr\u1ecdng h\u01a1n:<\/p>\n<p>Li\u1ec7u ch\u00fang ta \u0111\u00e3 th\u1ef1c s\u1ef1 s\u1eb5n s\u00e0ng \u0111\u1ec3 tri\u1ec3n khai AI m\u1ed9t c\u00e1ch hi\u1ec7u qu\u1ea3, an to\u00e0n v\u00e0 c\u00f3 th\u1ec3 m\u1edf r\u1ed9ng hay ch\u01b0a?<\/p>\n<p>Nhi\u1ec1u t\u1ed5 ch\u1ee9c \u0111\u00e3 tri\u1ec3n khai chatbot, AI assistant ho\u1eb7c c\u00e1c d\u1ef1 \u00e1n th\u1eed nghi\u1ec7m (pilot) trong t\u1eebng ph\u00f2ng ban ri\u00eang l\u1ebb. Nh\u01b0ng khi b\u01b0\u1edbc sang giai \u0111o\u1ea1n m\u1edf r\u1ed9ng tr\u00ean quy m\u00f4 to\u00e0n doanh nghi\u1ec7p, h\u1ecd th\u01b0\u1eddng \u0111\u1ed1i m\u1eb7t v\u1edbi nh\u1eefng th\u00e1ch th\u1ee9c quen thu\u1ed9c nh\u01b0 d\u1eef li\u1ec7u ph\u00e2n t\u00e1n, thi\u1ebfu n\u0103ng l\u1ef1c n\u1ed9i b\u1ed9, kh\u00f3 t\u00edch h\u1ee3p v\u1edbi h\u1ec7 th\u1ed1ng hi\u1ec7n h\u1eefu ho\u1eb7c kh\u00f4ng c\u00f3 c\u01a1 ch\u1ebf qu\u1ea3n tr\u1ecb ph\u00f9 h\u1ee3p \u0111\u1ec3 ki\u1ec3m so\u00e1t r\u1ee7i ro.<\/p>\n<p>M\u1eb7c d\u00f9 m\u1ee9c \u0111\u1ed9 \u1ee9ng d\u1ee5ng AI \u0111ang t\u0103ng tr\u01b0\u1edfng nhanh, vi\u1ec7c m\u1edf r\u1ed9ng AI t\u1eeb c\u00e1c d\u1ef1 \u00e1n th\u1eed nghi\u1ec7m sang n\u0103ng l\u1ef1c v\u1eadn h\u00e0nh \u1edf quy m\u00f4 doanh nghi\u1ec7p v\u1eabn l\u00e0 m\u1ed9t th\u00e1ch th\u1ee9c l\u1edbn.<\/p>\n<p>Trong b\u00e0i vi\u1ebft n\u00e0y, ch\u00fang ta s\u1ebd c\u00f9ng t\u00ecm hi\u1ec3u AI Readiness l\u00e0 g\u00ec, nh\u1eefng y\u1ebfu t\u1ed1 n\u00e0o quy\u1ebft \u0111\u1ecbnh m\u1ee9c \u0111\u1ed9 s\u1eb5n s\u00e0ng AI c\u1ee7a doanh nghi\u1ec7p, c\u00e1ch t\u1ef1 \u0111\u00e1nh gi\u00e1 hi\u1ec7n tr\u1ea1ng v\u00e0 l\u1ed9 tr\u00ecnh x\u00e2y d\u1ef1ng n\u0103ng l\u1ef1c AI b\u1ec1n v\u1eefng trong b\u1ed1i c\u1ea3nh n\u0103m 2026.<\/p>\n<h2><strong>\u0110\u1ecbnh ngh\u0129a AI Readiness v\u00e0 s\u1ef1 kh\u00e1c bi\u1ec7t v\u1edbi AI Maturity<\/strong><\/h2>\n<p>AI Readiness l\u00e0 m\u1ee9c \u0111\u1ed9 s\u1eb5n s\u00e0ng c\u1ee7a m\u1ed9t t\u1ed5 ch\u1ee9c v\u1ec1 chi\u1ebfn l\u01b0\u1ee3c, d\u1eef li\u1ec7u, h\u1ea1 t\u1ea7ng, nh\u00e2n s\u1ef1, quy tr\u00ecnh v\u00e0 qu\u1ea3n tr\u1ecb nh\u1eb1m tri\u1ec3n khai, qu\u1ea3n l\u00fd v\u00e0 m\u1edf r\u1ed9ng c\u00e1c s\u00e1ng ki\u1ebfn AI th\u00e0nh m\u1ed9t n\u0103ng l\u1ef1c duy tr\u00ec l\u00e2u d\u00e0i, thay v\u00ec ch\u1ec9 \u0111o l\u01b0\u1eddng s\u1ed1 l\u01b0\u1ee3ng c\u00f4ng c\u1ee5 AI \u0111ang s\u1eed d\u1ee5ng. D\u00f9 th\u01b0\u1eddng b\u1ecb nh\u1ea7m l\u1eabn v\u1edbi AI Maturity, hai kh\u00e1i ni\u1ec7m n\u00e0y th\u1ef1c ch\u1ea5t ph\u1ea3n \u00e1nh hai giai \u0111o\u1ea1n kh\u00e1c nhau trong h\u00e0nh tr\u00ecnh c\u00f4ng ngh\u1ec7: n\u1ebfu AI Readiness t\u1eadp trung v\u00e0o \u0111i\u1ec1u ki\u1ec7n \u0111\u1ea7u v\u00e0o v\u00e0 \u201ckh\u1ea3 n\u0103ng xu\u1ea5t ph\u00e1t\u201d \u0111\u1ec3 xem doanh nghi\u1ec7p \u0111\u00e3 s\u1eb5n s\u00e0ng b\u1eaft \u0111\u1ea7u hay ch\u01b0a, th\u00ec AI Maturity l\u1ea1i ph\u1ea3n \u00e1nh k\u1ebft qu\u1ea3 ph\u00e1t tri\u1ec3n theo th\u1eddi gian, cho th\u1ea5y m\u1ee9c \u0111\u1ed9 t\u00edch h\u1ee3p s\u00e2u c\u1ee7a AI v\u00e0o ho\u1ea1t \u0111\u1ed9ng kinh doanh. Hi\u1ec3u m\u1ed9t c\u00e1ch \u0111\u01a1n gi\u1ea3n, AI Readiness ch\u00ednh l\u00e0 b\u1ec7 ph\u00f3ng \u0111\u1ea7u ti\u00ean, c\u00f2n AI Maturity l\u00e0 qu\u1ea3 ng\u1ecdt \u0111\u1ea1t \u0111\u01b0\u1ee3c sau qu\u00e1 tr\u00ecnh tri\u1ec3n khai d\u00e0i h\u1ea1n.<\/p>\n<h2><strong>V\u00ec sao AI Readiness tr\u1edf th\u00e0nh \u01b0u ti\u00ean chi\u1ebfn l\u01b0\u1ee3c?<\/strong><\/h2>\n<p>Trong giai \u0111o\u1ea1n \u0111\u1ea7u c\u1ee7a l\u00e0n s\u00f3ng AI, nhi\u1ec1u doanh nghi\u1ec7p t\u1eadp trung v\u00e0o vi\u1ec7c th\u1eed nghi\u1ec7m c\u00f4ng ngh\u1ec7. Tuy nhi\u00ean, khi AI b\u1eaft \u0111\u1ea7u \u0111\u01b0\u1ee3c \u1ee9ng d\u1ee5ng s\u00e2u h\u01a1n v\u00e0o c\u00e1c ho\u1ea1t \u0111\u1ed9ng c\u1ed1t l\u00f5i nh\u01b0 v\u1eadn h\u00e0nh, ch\u0103m s\u00f3c kh\u00e1ch h\u00e0ng, marketing, b\u00e1n h\u00e0ng v\u00e0 ph\u00e1t tri\u1ec3n s\u1ea3n ph\u1ea9m, y\u00eau c\u1ea7u v\u1ec1 kh\u1ea3 n\u0103ng s\u1eb5n s\u00e0ng c\u1ee7a t\u1ed5 ch\u1ee9c ng\u00e0y c\u00e0ng tr\u1edf n\u00ean quan tr\u1ecdng.<\/p>\n<p>Th\u1ef1c t\u1ebf cho th\u1ea5y ph\u1ea7n l\u1edbn th\u1ea5t b\u1ea1i trong c\u00e1c d\u1ef1 \u00e1n AI kh\u00f4ng xu\u1ea5t ph\u00e1t t\u1eeb m\u00f4 h\u00ecnh hay thu\u1eadt to\u00e1n. Nh\u1eefng r\u00e0o c\u1ea3n ph\u1ed5 bi\u1ebfn h\u01a1n th\u01b0\u1eddng n\u1eb1m \u1edf d\u1eef li\u1ec7u thi\u1ebfu nh\u1ea5t qu\u00e1n, quy tr\u00ecnh v\u1eadn h\u00e0nh ch\u01b0a \u0111\u01b0\u1ee3c chu\u1ea9n h\u00f3a, thi\u1ebfu k\u1ef9 n\u0103ng n\u1ed9i b\u1ed9 ho\u1eb7c kh\u00f4ng c\u00f3 c\u01a1 ch\u1ebf qu\u1ea3n tr\u1ecb ph\u00f9 h\u1ee3p.<\/p>\n<p>V\u00ec v\u1eady, tr\u01b0\u1edbc khi \u0111\u1ea7u t\u01b0 v\u00e0o c\u00e1c c\u00f4ng ngh\u1ec7 AI m\u1edbi, doanh nghi\u1ec7p c\u1ea7n hi\u1ec3u r\u00f5 m\u1ee9c \u0111\u1ed9 s\u1eb5n s\u00e0ng hi\u1ec7n t\u1ea1i c\u1ee7a m\u00ecnh. M\u1ed9t \u0111\u00e1nh gi\u00e1 AI Readiness hi\u1ec7u qu\u1ea3 s\u1ebd gi\u00fap x\u00e1c \u0111\u1ecbnh kho\u1ea3ng c\u00e1ch gi\u1eefa hi\u1ec7n tr\u1ea1ng v\u00e0 m\u1ee5c ti\u00eau, t\u1eeb \u0111\u00f3 x\u00e2y d\u1ef1ng l\u1ed9 tr\u00ecnh \u0111\u1ea7u t\u01b0 ph\u00f9 h\u1ee3p, gi\u1ea3m thi\u1ec3u r\u1ee7i ro v\u00e0 t\u0103ng kh\u1ea3 n\u0103ng th\u00e0nh c\u00f4ng trong d\u00e0i h\u1ea1n.<\/p>\n<h2><strong>Nh\u1eefng Y\u1ebfu T\u1ed1 C\u1ed1t L\u00f5i \u0110\u1ec3 \u0110\u00e1nh Gi\u00e1 AI Readiness<\/strong><\/h2>\n<p><img loading=\"lazy\" decoding=\"async\" class=\" wp-image-25208 aligncenter\" src=\"https:\/\/storage.googleapis.com\/websiteasset\/uploads\/367f73ca-nhung-yeu-to-cot-loi-de-danh-gia-ai-readiness.webp\" alt=\"Nh\u1eefng Y\u1ebfu T\u1ed1 C\u1ed1t L\u00f5i \u0110\u1ec3 \u0110\u00e1nh Gi\u00e1 AI Readiness\" width=\"1890\" height=\"1503\" srcset=\"https:\/\/storage.googleapis.com\/websiteasset\/uploads\/367f73ca-nhung-yeu-to-cot-loi-de-danh-gia-ai-readiness.webp 1440w, https:\/\/storage.googleapis.com\/websiteasset\/uploads\/367f73ca-nhung-yeu-to-cot-loi-de-danh-gia-ai-readiness.webp 300w, https:\/\/storage.googleapis.com\/websiteasset\/uploads\/367f73ca-nhung-yeu-to-cot-loi-de-danh-gia-ai-readiness.webp 1024w, https:\/\/storage.googleapis.com\/websiteasset\/uploads\/367f73ca-nhung-yeu-to-cot-loi-de-danh-gia-ai-readiness.webp 768w\" sizes=\"auto, (max-width: 1890px) 100vw, 1890px\"><\/p>\n<p>M\u1eb7c d\u00f9 m\u1ed7i t\u1ed5 ch\u1ee9c nghi\u00ean c\u1ee9u v\u00e0 t\u01b0 v\u1ea5n c\u00f3 th\u1ec3 s\u1eed d\u1ee5ng c\u00e1c m\u00f4 h\u00ecnh \u0111\u00e1nh gi\u00e1 kh\u00e1c nhau, ph\u1ea7n l\u1edbn c\u00e1c framework AI Readiness t\u1eeb Cisco, Microsoft, Deloitte hay Gartner \u0111\u1ec1u xoay quanh m\u1ed9t nguy\u00ean t\u1eafc chung: AI kh\u00f4ng ph\u1ea3i l\u00e0 m\u1ed9t d\u1ef1 \u00e1n c\u00f4ng ngh\u1ec7 \u0111\u01a1n l\u1ebb m\u00e0 l\u00e0 m\u1ed9t n\u0103ng l\u1ef1c t\u1ed5 ch\u1ee9c.<\/p>\n<p>\u0110i\u1ec1u \u0111\u00f3 c\u00f3 ngh\u0129a l\u00e0 m\u1ee9c \u0111\u1ed9 s\u1eb5n s\u00e0ng AI kh\u00f4ng th\u1ec3 \u0111\u01b0\u1ee3c \u0111\u00e1nh gi\u00e1 ch\u1ec9 d\u1ef1a tr\u00ean vi\u1ec7c doanh nghi\u1ec7p s\u1edf h\u1eefu bao nhi\u00eau c\u00f4ng c\u1ee5 AI ho\u1eb7c \u0111\u00e3 tri\u1ec3n khai bao nhi\u00eau chatbot. Thay v\u00e0o \u0111\u00f3, AI Readiness ph\u1ea3n \u00e1nh kh\u1ea3 n\u0103ng c\u1ee7a to\u00e0n b\u1ed9 t\u1ed5 ch\u1ee9c trong vi\u1ec7c \u0111\u01b0a AI v\u00e0o ho\u1ea1t \u0111\u1ed9ng m\u1ed9t c\u00e1ch hi\u1ec7u qu\u1ea3, c\u00f3 ki\u1ec3m so\u00e1t v\u00e0 c\u00f3 th\u1ec3 m\u1edf r\u1ed9ng theo th\u1eddi gian.<\/p>\n<p>D\u01b0\u1edbi \u0111\u00e2y l\u00e0 6 th\u00e0nh ph\u1ea7n c\u1ed1t l\u00f5i th\u01b0\u1eddng xu\u1ea5t hi\u1ec7n trong h\u1ea7u h\u1ebft c\u00e1c framework \u0111\u00e1nh gi\u00e1 AI Readiness hi\u1ec7n nay.<\/p>\n<h3><strong>1. L\u00e3nh \u0111\u1ea1o &amp; Chi\u1ebfn l\u01b0\u1ee3c<\/strong><\/h3>\n<p>Nhi\u1ec1u doanh nghi\u1ec7p b\u1eaft \u0111\u1ea7u h\u00e0nh tr\u00ecnh AI b\u1eb1ng vi\u1ec7c t\u00ecm ki\u1ebfm c\u00f4ng c\u1ee5 ho\u1eb7c n\u1ec1n t\u1ea3ng ph\u00f9 h\u1ee3p. Tuy nhi\u00ean, nh\u1eefng t\u1ed5 ch\u1ee9c tri\u1ec3n khai AI th\u00e0nh c\u00f4ng th\u01b0\u1eddng b\u1eaft \u0111\u1ea7u t\u1eeb chi\u1ebfn l\u01b0\u1ee3c thay v\u00ec c\u00f4ng ngh\u1ec7.<\/p>\n<p>AI ch\u1ec9 t\u1ea1o ra gi\u00e1 tr\u1ecb khi \u0111\u01b0\u1ee3c li\u00ean k\u1ebft v\u1edbi c\u00e1c m\u1ee5c ti\u00eau kinh doanh c\u1ee5 th\u1ec3. N\u1ebfu kh\u00f4ng c\u00f3 \u0111\u1ecbnh h\u01b0\u1edbng r\u00f5 r\u00e0ng t\u1eeb l\u00e3nh \u0111\u1ea1o, c\u00e1c s\u00e1ng ki\u1ebfn AI d\u1ec5 tr\u1edf th\u00e0nh nh\u1eefng d\u1ef1 \u00e1n th\u1eed nghi\u1ec7m r\u1eddi r\u1ea1c, kh\u00f3 m\u1edf r\u1ed9ng v\u00e0 kh\u00f3 ch\u1ee9ng minh hi\u1ec7u qu\u1ea3 \u0111\u1ea7u t\u01b0.<\/p>\n<p>Khi \u0111\u00e1nh gi\u00e1 m\u1ee9c \u0111\u1ed9 s\u1eb5n s\u00e0ng v\u1ec1 chi\u1ebfn l\u01b0\u1ee3c, doanh nghi\u1ec7p c\u1ea7n tr\u1ea3 l\u1eddi c\u00e1c c\u00e2u h\u1ecfi:<\/p>\n<ul>\n<li>AI s\u1ebd gi\u1ea3i quy\u1ebft v\u1ea5n \u0111\u1ec1 kinh doanh n\u00e0o?<\/li>\n<li>AI h\u1ed7 tr\u1ee3 m\u1ee5c ti\u00eau t\u0103ng tr\u01b0\u1edfng ra sao?<\/li>\n<li>L\u00e3nh \u0111\u1ea1o c\u00f3 cam k\u1ebft \u0111\u1ea7u t\u01b0 d\u00e0i h\u1ea1n hay kh\u00f4ng?<\/li>\n<li>Doanh nghi\u1ec7p \u0111\u00e3 c\u00f3 roadmap AI r\u00f5 r\u00e0ng ch\u01b0a?<\/li>\n<\/ul>\n<p>M\u1ed9t d\u1ea5u hi\u1ec7u ph\u1ed5 bi\u1ebfn c\u1ee7a m\u1ee9c \u0111\u1ed9 s\u1eb5n s\u00e0ng th\u1ea5p l\u00e0 c\u00e1c ph\u00f2ng ban t\u1ef1 tri\u1ec3n khai AI theo c\u00e1ch ri\u00eang m\u00e0 kh\u00f4ng c\u00f3 \u0111\u1ecbnh h\u01b0\u1edbng th\u1ed1ng nh\u1ea5t t\u1eeb c\u1ea5p l\u00e3nh \u0111\u1ea1o.<\/p>\n<p>Ng\u01b0\u1ee3c l\u1ea1i, c\u00e1c t\u1ed5 ch\u1ee9c c\u00f3 AI Readiness cao th\u01b0\u1eddng xem AI l\u00e0 m\u1ed9t ph\u1ea7n trong chi\u1ebfn l\u01b0\u1ee3c chuy\u1ec3n \u0111\u1ed5i doanh nghi\u1ec7p thay v\u00ec ch\u1ec9 l\u00e0 m\u1ed9t s\u00e1ng ki\u1ebfn c\u00f4ng ngh\u1ec7.<\/p>\n<h3><strong>2. M\u1ee9c \u0111\u1ed9 s\u1eb5n s\u00e0ng c\u1ee7a d\u1eef li\u1ec7u<\/strong><\/h3>\n<p>D\u1eef li\u1ec7u \u0111\u01b0\u1ee3c xem l\u00e0 n\u1ec1n t\u1ea3ng c\u1ee7a m\u1ecdi h\u1ec7 th\u1ed1ng AI.<\/p>\n<p>M\u1ed9t m\u00f4 h\u00ecnh AI d\u00f9 ti\u00ean ti\u1ebfn \u0111\u1ebfn \u0111\u00e2u c\u0169ng kh\u00f4ng th\u1ec3 t\u1ea1o ra k\u1ebft qu\u1ea3 \u0111\u00e1ng tin c\u1eady n\u1ebfu d\u1eef li\u1ec7u \u0111\u1ea7u v\u00e0o thi\u1ebfu ch\u00ednh x\u00e1c, kh\u00f4ng \u0111\u1ea7y \u0111\u1ee7 ho\u1eb7c kh\u00f4ng \u0111\u01b0\u1ee3c qu\u1ea3n l\u00fd hi\u1ec7u qu\u1ea3.<\/p>\n<p>Trong th\u1ef1c t\u1ebf, nhi\u1ec1u doanh nghi\u1ec7p g\u1eb7p kh\u00f3 kh\u0103n khi m\u1edf r\u1ed9ng AI kh\u00f4ng ph\u1ea3i v\u00ec thi\u1ebfu c\u00f4ng ngh\u1ec7 m\u00e0 v\u00ec d\u1eef li\u1ec7u \u0111ang n\u1eb1m r\u1ea3i r\u00e1c \u1edf nhi\u1ec1u h\u1ec7 th\u1ed1ng kh\u00e1c nhau.<\/p>\n<p>\u0110\u00e1nh gi\u00e1 M\u1ee9c \u0111\u1ed9 s\u1eb5n s\u00e0ng c\u1ee7a d\u1eef li\u1ec7u c\u1ea7n xem x\u00e9t nhi\u1ec1u kh\u00eda c\u1ea1nh:<\/p>\n<ul>\n<li>Ch\u1ea5t l\u01b0\u1ee3ng d\u1eef li\u1ec7u<\/li>\n<li>T\u00ednh nh\u1ea5t qu\u00e1n gi\u1eefa c\u00e1c h\u1ec7 th\u1ed1ng<\/li>\n<li>Kh\u1ea3 n\u0103ng truy c\u1eadp d\u1eef li\u1ec7u<\/li>\n<li>Qu\u1ea3n tr\u1ecb d\u1eef li\u1ec7u<\/li>\n<li>Quy\u1ec1n s\u1edf h\u1eefu d\u1eef li\u1ec7u<\/li>\n<li>Quy tr\u00ecnh qu\u1ea3n l\u00fd d\u1eef li\u1ec7u<\/li>\n<\/ul>\n<p>V\u00ed d\u1ee5, n\u1ebfu b\u1ed9 ph\u1eadn Marketing, Sales v\u00e0 Customer Service s\u1eed d\u1ee5ng c\u00e1c ngu\u1ed3n d\u1eef li\u1ec7u t\u00e1ch bi\u1ec7t, doanh nghi\u1ec7p s\u1ebd g\u1eb7p kh\u00f3 kh\u0103n trong vi\u1ec7c x\u00e2y d\u1ef1ng c\u00e1c \u1ee9ng d\u1ee5ng AI c\u00f3 kh\u1ea3 n\u0103ng t\u1ea1o ra g\u00f3c nh\u00ecn to\u00e0n di\u1ec7n v\u1ec1 kh\u00e1ch h\u00e0ng.<\/p>\n<p>Tr\u01b0\u1edbc khi ngh\u0129 \u0111\u1ebfn c\u00e1c m\u00f4 h\u00ecnh AI ph\u1ee9c t\u1ea1p, doanh nghi\u1ec7p c\u1ea7n \u0111\u1ea3m b\u1ea3o d\u1eef li\u1ec7u \u0111\u00e3 s\u1eb5n s\u00e0ng \u0111\u1ec3 \u0111\u01b0\u1ee3c khai th\u00e1c \u1edf quy m\u00f4 l\u1edbn.<\/p>\n<h3><strong>3. C\u00f4ng ngh\u1ec7 &amp; C\u01a1 s\u1edf h\u1ea1 t\u1ea7ng<\/strong><\/h3>\n<p>AI c\u1ea7n m\u1ed9t n\u1ec1n t\u1ea3ng c\u00f4ng ngh\u1ec7 \u0111\u1ee7 m\u1ea1nh \u0111\u1ec3 v\u1eadn h\u00e0nh \u1ed5n \u0111\u1ecbnh v\u00e0 m\u1edf r\u1ed9ng theo nhu c\u1ea7u kinh doanh.<\/p>\n<p>Tuy nhi\u00ean, h\u1ea1 t\u1ea7ng AI kh\u00f4ng ch\u1ec9 bao g\u1ed3m n\u0103ng l\u1ef1c t\u00ednh to\u00e1n hay m\u00e1y ch\u1ee7 GPU. N\u00f3 c\u00f2n li\u00ean quan \u0111\u1ebfn kh\u1ea3 n\u0103ng t\u00edch h\u1ee3p AI v\u1edbi h\u1ec7 sinh th\u00e1i c\u00f4ng ngh\u1ec7 hi\u1ec7n c\u00f3.<\/p>\n<p>Khi \u0111\u00e1nh gi\u00e1 C\u00f4ng ngh\u1ec7 &amp; C\u01a1 s\u1edf h\u1ea1 t\u1ea7ng, doanh nghi\u1ec7p n\u00ean xem x\u00e9t:<\/p>\n<ul>\n<li>H\u1ea1 t\u1ea7ng \u0111\u00e1m m\u00e2y<\/li>\n<li>N\u1ec1n t\u1ea3ng d\u1eef li\u1ec7u<\/li>\n<li>Ki\u1ebfn tr\u00fac b\u1ea3o m\u1eadt<\/li>\n<li>H\u1ec7 sinh th\u00e1i API<\/li>\n<li>Kh\u1ea3 n\u0103ng t\u00edch h\u1ee3p<\/li>\n<li>Kh\u1ea3 n\u0103ng gi\u00e1m s\u00e1t<\/li>\n<\/ul>\n<p>M\u1ed9t trong nh\u1eefng sai l\u1ea7m ph\u1ed5 bi\u1ebfn l\u00e0 tri\u1ec3n khai AI tr\u00ean m\u1ed9t h\u1ec7 th\u1ed1ng c\u00f4ng ngh\u1ec7 ch\u01b0a \u0111\u01b0\u1ee3c chu\u1ea9n h\u00f3a. Khi \u0111\u00f3, doanh nghi\u1ec7p c\u00f3 th\u1ec3 x\u00e2y d\u1ef1ng \u0111\u01b0\u1ee3c c\u00e1c th\u1eed nghi\u1ec7m ban \u0111\u1ea7u nh\u01b0ng s\u1ebd g\u1eb7p kh\u00f3 kh\u0103n trong vi\u1ec7c m\u1edf r\u1ed9ng sang c\u00e1c quy tr\u00ecnh ho\u1eb7c ph\u00f2ng ban kh\u00e1c. H\u1ea1 t\u1ea7ng c\u00f4ng ngh\u1ec7 c\u00e0ng linh ho\u1ea1t, kh\u1ea3 n\u0103ng m\u1edf r\u1ed9ng AI c\u00e0ng cao.<\/p>\n<h3><strong>4. N\u0103ng l\u1ef1c nh\u00e2n s\u1ef1 v\u00e0 v\u0103n h\u00f3a t\u1ed5 ch\u1ee9c<\/strong><\/h3>\n<p>C\u00f4ng ngh\u1ec7 c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c mua. N\u1ec1n t\u1ea3ng d\u1eef li\u1ec7u c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c x\u00e2y d\u1ef1ng. Nh\u01b0ng n\u0103ng l\u1ef1c con ng\u01b0\u1eddi l\u00e0 y\u1ebfu t\u1ed1 kh\u00f3 thay \u0111\u1ed5i nh\u1ea5t.<\/p>\n<p>M\u1ed9t trong nh\u1eefng nguy\u00ean nh\u00e2n khi\u1ebfn c\u00e1c s\u00e1ng ki\u1ebfn AI th\u1ea5t b\u1ea1i l\u00e0 nh\u00e2n vi\u00ean kh\u00f4ng hi\u1ec3u c\u00e1ch s\u1eed d\u1ee5ng AI ho\u1eb7c kh\u00f4ng nh\u00ecn th\u1ea5y gi\u00e1 tr\u1ecb c\u1ee7a s\u1ef1 thay \u0111\u1ed5i.<\/p>\n<p>Do \u0111\u00f3, Talent Readiness kh\u00f4ng ch\u1ec9 \u0111\u01a1n thu\u1ea7n l\u00e0 s\u1ed1 l\u01b0\u1ee3ng k\u1ef9 s\u01b0 AI m\u00e0 c\u00f2n ph\u1ea3n \u00e1nh m\u1ee9c \u0111\u1ed9 s\u1eb5n s\u00e0ng c\u1ee7a to\u00e0n b\u1ed9 l\u1ef1c l\u01b0\u1ee3ng lao \u0111\u1ed9ng.<\/p>\n<p>M\u1ed9t s\u1ed1 y\u1ebfu t\u1ed1 c\u1ea7n \u0111\u00e1nh gi\u00e1 bao g\u1ed3m:<\/p>\n<ul>\n<li>N\u0103ng l\u1ef1c hi\u1ec3u bi\u1ebft v\u1ec1 Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o<\/li>\n<li>Kh\u1ea3 n\u0103ng h\u1ecdc h\u1ecfi c\u00f4ng ngh\u1ec7 m\u1edbi<\/li>\n<li>Ch\u01b0\u01a1ng tr\u00ecnh \u0111\u00e0o t\u1ea1o n\u1ed9i b\u1ed9<\/li>\n<li>V\u0103n h\u00f3a \u0111\u1ed5i m\u1edbi<\/li>\n<\/ul>\n<p>C\u00e1c doanh nghi\u1ec7p c\u00f3 m\u1ee9c \u0111\u1ed9 AI Readiness cao th\u01b0\u1eddng \u0111\u1ea7u t\u01b0 \u0111\u1ed3ng th\u1eddi v\u00e0o c\u00f4ng ngh\u1ec7 v\u00e0 ph\u00e1t tri\u1ec3n n\u0103ng l\u1ef1c nh\u00e2n s\u1ef1.<\/p>\n<p>H\u1ecd kh\u00f4ng xem AI l\u00e0 c\u00f4ng c\u1ee5 thay th\u1ebf con ng\u01b0\u1eddi m\u00e0 l\u00e0 c\u00f4ng c\u1ee5 gi\u00fap n\u00e2ng cao hi\u1ec7u qu\u1ea3 l\u00e0m vi\u1ec7c.<\/p>\n<h3><strong>5. Qu\u1ea3n tr\u1ecb &amp; Qu\u1ea3n l\u00fd r\u1ee7i ro<\/strong><\/h3>\n<p>Khi AI \u0111\u01b0\u1ee3c tri\u1ec3n khai s\u00e2u h\u01a1n trong doanh nghi\u1ec7p, c\u00e1c v\u1ea5n \u0111\u1ec1 li\u00ean quan \u0111\u1ebfn qu\u1ea3n tr\u1ecb v\u00e0 r\u1ee7i ro tr\u1edf n\u00ean quan tr\u1ecdng h\u01a1n bao gi\u1edd h\u1ebft. Nh\u1eefng c\u00e2u h\u1ecfi thu\u1ed9c ph\u1ea1m vi c\u1ee7a AI Governance nh\u01b0:<\/p>\n<ul>\n<li>AI \u0111\u01b0a ra quy\u1ebft \u0111\u1ecbnh d\u1ef1a tr\u00ean d\u1eef li\u1ec7u n\u00e0o?<\/li>\n<li>Ai ch\u1ecbu tr\u00e1ch nhi\u1ec7m v\u1ec1 k\u1ebft qu\u1ea3 c\u1ee7a AI?<\/li>\n<li>D\u1eef li\u1ec7u kh\u00e1ch h\u00e0ng \u0111\u01b0\u1ee3c b\u1ea3o v\u1ec7 ra sao?<\/li>\n<li>L\u00e0m th\u1ebf n\u00e0o \u0111\u1ec3 ki\u1ec3m so\u00e1t s\u1ef1 thi\u00ean l\u1ec7ch c\u1ee7a m\u00f4 h\u00ecnh?<\/li>\n<\/ul>\n<p>M\u1ed9t framework qu\u1ea3n tr\u1ecb AI hi\u1ec7u qu\u1ea3 th\u01b0\u1eddng bao g\u1ed3m:<\/p>\n<ul>\n<li>Ch\u00ednh s\u00e1ch s\u1eed d\u1ee5ng AI<\/li>\n<li>C\u00e1c nguy\u00ean t\u1eafc AI c\u00f3 tr\u00e1ch nhi\u1ec7m<\/li>\n<li>Ki\u1ec3m so\u00e1t quy\u1ec1n ri\u00eang t\u01b0 d\u1eef li\u1ec7u<\/li>\n<li>Ki\u1ec3m so\u00e1t b\u1ea3o m\u1eadt<\/li>\n<li>Quy tr\u00ecnh ki\u1ec3m to\u00e1n<\/li>\n<li>Khung qu\u1ea3n l\u00fd r\u1ee7i ro<\/li>\n<\/ul>\n<p>Qu\u1ea3n tr\u1ecb kh\u00f4ng l\u00e0m ch\u1eadm \u0111\u1ed5i m\u1edbi. Ng\u01b0\u1ee3c l\u1ea1i, n\u00f3 t\u1ea1o ra n\u1ec1n t\u1ea3ng gi\u00fap doanh nghi\u1ec7p m\u1edf r\u1ed9ng AI m\u1ed9t c\u00e1ch an to\u00e0n v\u00e0 b\u1ec1n v\u1eefng.<\/p>\n<h3><strong>6. \u1ee8ng d\u1ee5ng &amp; Gi\u00e1 tr\u1ecb th\u1ef1c t\u1ebf<\/strong><\/h3>\n<p>Cu\u1ed1i c\u00f9ng, AI ch\u1ec9 c\u00f3 \u00fd ngh\u0129a khi t\u1ea1o ra gi\u00e1 tr\u1ecb kinh doanh th\u1ef1c t\u1ebf. M\u1ed9t doanh nghi\u1ec7p c\u00f3 th\u1ec3 s\u1edf h\u1eefu d\u1eef li\u1ec7u t\u1ed1t, h\u1ea1 t\u1ea7ng m\u1ea1nh v\u00e0 \u0111\u1ed9i ng\u0169 nh\u00e2n s\u1ef1 ch\u1ea5t l\u01b0\u1ee3ng cao. Tuy nhi\u00ean, n\u1ebfu kh\u00f4ng x\u00e1c \u0111\u1ecbnh \u0111\u01b0\u1ee3c c\u00e1c use case ph\u00f9 h\u1ee3p, AI v\u1eabn kh\u00f3 t\u1ea1o ra t\u00e1c \u0111\u1ed9ng \u0111\u00e1ng k\u1ec3. Do \u0111\u00f3, doanh nghi\u1ec7p c\u1ea7n \u0111\u00e1nh gi\u00e1 kh\u1ea3 n\u0103ng:<\/p>\n<ul>\n<li>X\u00e1c \u0111\u1ecbnh b\u00e0i to\u00e1n ph\u00f9 h\u1ee3p v\u1edbi AI<\/li>\n<li>\u01afu ti\u00ean use case c\u00f3 gi\u00e1 tr\u1ecb cao<\/li>\n<li>\u0110o l\u01b0\u1eddng ROI<\/li>\n<li>Ch\u1ee9ng minh hi\u1ec7u qu\u1ea3 \u0111\u1ea7u t\u01b0<\/li>\n<li>M\u1edf r\u1ed9ng c\u00e1c use case th\u00e0nh c\u00f4ng<\/li>\n<\/ul>\n<p>Nh\u1eefng t\u1ed5 ch\u1ee9c \u0111\u1ea1t m\u1ee9c AI Readiness cao th\u01b0\u1eddng kh\u00f4ng tri\u1ec3n khai AI v\u00ec c\u00f4ng ngh\u1ec7 h\u1ea5p d\u1eabn. H\u1ecd tri\u1ec3n khai AI v\u00ec c\u00f3 m\u1ed9t v\u1ea5n \u0111\u1ec1 kinh doanh c\u1ee5 th\u1ec3 c\u1ea7n gi\u1ea3i quy\u1ebft v\u00e0 c\u00f3 kh\u1ea3 n\u0103ng \u0111o l\u01b0\u1eddng k\u1ebft qu\u1ea3 \u0111\u1ea1t \u0111\u01b0\u1ee3c.<\/p>\n<p>\u0110\u00f3 c\u0169ng l\u00e0 kh\u00e1c bi\u1ec7t l\u1edbn nh\u1ea5t gi\u1eefa vi\u1ec7c \u201c\u1ee9ng d\u1ee5ng AI\u201d v\u00e0 vi\u1ec7c \u201ct\u1ea1o ra gi\u00e1 tr\u1ecb t\u1eeb AI\u201d.<\/p>\n<h2><strong>M\u00f4 H\u00ecnh 5 C\u1ea5p \u0110\u1ed9 AI Maturity<\/strong><\/h2>\n<p><img loading=\"lazy\" decoding=\"async\" class=\" wp-image-25209 aligncenter\" src=\"https:\/\/storage.googleapis.com\/websiteasset\/uploads\/4f3b1beb-mo-hinh-5-cap-do-ai-maturity.webp\" alt=\"M\u00f4 H\u00ecnh 5 C\u1ea5p \u0110\u1ed9 AI Maturity\" width=\"1883\" height=\"1595\" srcset=\"https:\/\/storage.googleapis.com\/websiteasset\/uploads\/4f3b1beb-mo-hinh-5-cap-do-ai-maturity.webp 1440w, https:\/\/storage.googleapis.com\/websiteasset\/uploads\/4f3b1beb-mo-hinh-5-cap-do-ai-maturity.webp 300w, https:\/\/storage.googleapis.com\/websiteasset\/uploads\/4f3b1beb-mo-hinh-5-cap-do-ai-maturity.webp 1024w, https:\/\/storage.googleapis.com\/websiteasset\/uploads\/4f3b1beb-mo-hinh-5-cap-do-ai-maturity.webp 768w\" sizes=\"auto, (max-width: 1883px) 100vw, 1883px\"><\/p>\n<p>Kh\u00f4ng ph\u1ea3i t\u1ea5t c\u1ea3 doanh nghi\u1ec7p \u0111\u1ec1u b\u1eaft \u0111\u1ea7u h\u00e0nh tr\u00ecnh AI t\u1eeb c\u00f9ng m\u1ed9t \u0111i\u1ec3m xu\u1ea5t ph\u00e1t. M\u1ed9t s\u1ed1 t\u1ed5 ch\u1ee9c m\u1edbi \u0111ang t\u00ecm hi\u1ec3u c\u00e1ch AI ho\u1ea1t \u0111\u1ed9ng, trong khi nh\u1eefng doanh nghi\u1ec7p kh\u00e1c \u0111\u00e3 t\u00edch h\u1ee3p AI v\u00e0o v\u1eadn h\u00e0nh h\u00e0ng ng\u00e0y v\u00e0 xem \u0111\u00e2y l\u00e0 m\u1ed9t n\u0103ng l\u1ef1c c\u1ea1nh tranh c\u1ed1t l\u00f5i.<\/p>\n<p>\u0110\u00f3 l\u00e0 l\u00fd do nhi\u1ec1u t\u1ed5 ch\u1ee9c t\u01b0 v\u1ea5n v\u00e0 nghi\u00ean c\u1ee9u s\u1eed d\u1ee5ng c\u00e1c m\u00f4 h\u00ecnh AI Maturity \u0111\u1ec3 \u0111\u00e1nh gi\u00e1 m\u1ee9c \u0111\u1ed9 \u201ctr\u01b0\u1edfng th\u00e0nh\u201d c\u1ee7a doanh nghi\u1ec7p tr\u00ean h\u00e0nh tr\u00ecnh \u1ee9ng d\u1ee5ng AI.<\/p>\n<p>M\u1eb7c d\u00f9 t\u00ean g\u1ecdi v\u00e0 s\u1ed1 l\u01b0\u1ee3ng c\u1ea5p \u0111\u1ed9 c\u00f3 th\u1ec3 kh\u00e1c nhau gi\u1eefa c\u00e1c framework, ph\u1ea7n l\u1edbn \u0111\u1ec1u ph\u1ea3n \u00e1nh m\u1ed9t ti\u1ebfn tr\u00ecnh ph\u00e1t tri\u1ec3n t\u01b0\u01a1ng t\u1ef1: t\u1eeb nh\u1eadn th\u1ee9c ban \u0111\u1ea7u \u0111\u1ebfn chuy\u1ec3n \u0111\u1ed5i to\u00e0n di\u1ec7n b\u1eb1ng AI.<\/p>\n<h3><strong>1. C\u1ea5p \u0111\u1ed9 1 \u2014 Nh\u1eadn bi\u1ebft\u00a0<\/strong><\/h3>\n<p>\u0110\u00e2y l\u00e0 giai \u0111o\u1ea1n doanh nghi\u1ec7p b\u1eaft \u0111\u1ea7u nh\u1eadn th\u1ee9c \u0111\u01b0\u1ee3c ti\u1ec1m n\u0103ng c\u1ee7a AI nh\u01b0ng ch\u01b0a c\u00f3 chi\u1ebfn l\u01b0\u1ee3c ho\u1eb7c k\u1ebf ho\u1ea1ch tri\u1ec3n khai c\u1ee5 th\u1ec3.<\/p>\n<p>\u1ede c\u1ea5p \u0111\u1ed9 n\u00e0y, AI th\u01b0\u1eddng xu\u1ea5t hi\u1ec7n trong c\u00e1c cu\u1ed9c th\u1ea3o lu\u1eadn n\u1ed9i b\u1ed9, c\u00e1c bu\u1ed5i \u0111\u00e0o t\u1ea1o ho\u1eb7c c\u00e1c ho\u1ea1t \u0111\u1ed9ng nghi\u00ean c\u1ee9u th\u1ecb tr\u01b0\u1eddng. Doanh nghi\u1ec7p c\u00f3 th\u1ec3 \u0111\u00e3 th\u1eed nghi\u1ec7m m\u1ed9t s\u1ed1 c\u00f4ng c\u1ee5 AI ph\u1ed5 bi\u1ebfn nh\u01b0ng ch\u01b0a c\u00f3 \u0111\u1ecbnh h\u01b0\u1edbng r\u00f5 r\u00e0ng v\u1ec1 c\u00e1ch \u1ee9ng d\u1ee5ng AI v\u00e0o ho\u1ea1t \u0111\u1ed9ng kinh doanh.<\/p>\n<h4><strong>1.1 D\u1ea5u hi\u1ec7u nh\u1eadn bi\u1ebft<\/strong><\/h4>\n<ul>\n<li>Ch\u01b0a c\u00f3 chi\u1ebfn l\u01b0\u1ee3c AI ch\u00ednh th\u1ee9c.<\/li>\n<li>Ch\u01b0a x\u00e1c \u0111\u1ecbnh \u0111\u01b0\u1ee3c use case \u01b0u ti\u00ean.<\/li>\n<li>Thi\u1ebfu \u0111\u1ed9i ng\u0169 ho\u1eb7c ng\u01b0\u1eddi ch\u1ecbu tr\u00e1ch nhi\u1ec7m v\u1ec1 AI.<\/li>\n<li>AI ch\u1ee7 y\u1ebfu \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng mang t\u00ednh c\u00e1 nh\u00e2n.<\/li>\n<\/ul>\n<h4><strong>1.2 Th\u00e1ch th\u1ee9c ch\u00ednh<\/strong><\/h4>\n<p>Kho\u1ea3ng c\u00e1ch gi\u1eefa nh\u1eadn th\u1ee9c v\u00e0 h\u00e0nh \u0111\u1ed9ng. Doanh nghi\u1ec7p hi\u1ec3u r\u1eb1ng AI quan tr\u1ecdng nh\u01b0ng ch\u01b0a bi\u1ebft b\u1eaft \u0111\u1ea7u t\u1eeb \u0111\u00e2u.<\/p>\n<h4><strong>1.3 M\u1ee5c ti\u00eau ti\u1ebfp theo<\/strong><\/h4>\n<p>X\u00e2y d\u1ef1ng hi\u1ec3u bi\u1ebft chung v\u1ec1 AI v\u00e0 x\u00e1c \u0111\u1ecbnh c\u00e1c c\u01a1 h\u1ed9i \u1ee9ng d\u1ee5ng ph\u00f9 h\u1ee3p v\u1edbi m\u1ee5c ti\u00eau kinh doanh.<\/p>\n<h3><strong>2. C\u1ea5p \u0111\u1ed9 2 \u2014 Th\u1eed nghi\u1ec7m\u00a0<\/strong><\/h3>\n<p>\u0110\u00e2y l\u00e0 giai \u0111o\u1ea1n doanh nghi\u1ec7p b\u1eaft \u0111\u1ea7u th\u1eed nghi\u1ec7m AI th\u00f4ng qua c\u00e1c d\u1ef1 \u00e1n th\u00ed \u0111i\u1ec3m ho\u1eb7c d\u1ef1 \u00e1n th\u1eed nghi\u1ec7m kh\u1ea3 thi.<\/p>\n<p>C\u00e1c nh\u00f3m nh\u1ecf trong t\u1ed5 ch\u1ee9c c\u00f3 th\u1ec3 tri\u1ec3n khai chatbot, c\u00f4ng c\u1ee5 t\u1ea1o n\u1ed9i dung, ph\u00e2n t\u00edch d\u1eef li\u1ec7u ho\u1eb7c t\u1ef1 \u0111\u1ed9ng h\u00f3a quy tr\u00ecnh nh\u1eb1m \u0111\u00e1nh gi\u00e1 t\u00ednh kh\u1ea3 thi tr\u01b0\u1edbc khi \u0111\u1ea7u t\u01b0 l\u1edbn h\u01a1n.<\/p>\n<h4><strong>2.1 D\u1ea5u hi\u1ec7u nh\u1eadn bi\u1ebft<\/strong><\/h4>\n<ul>\n<li>C\u00f3 m\u1ed9t s\u1ed1 d\u1ef1 \u00e1n AI th\u1eed nghi\u1ec7m.<\/li>\n<li>AI \u0111\u01b0\u1ee3c tri\u1ec3n khai trong ph\u1ea1m vi h\u1eb9p.<\/li>\n<li>Ch\u01b0a c\u00f3 c\u01a1 ch\u1ebf \u0111o l\u01b0\u1eddng t\u1ef7 su\u1ea5t ho\u00e0n v\u1ed1n (ROI) th\u1ed1ng nh\u1ea5t.<\/li>\n<li>Ch\u01b0a c\u00f3 khung qu\u1ea3n tr\u1ecb r\u00f5 r\u00e0ng.<\/li>\n<\/ul>\n<h4><strong>2.2 Th\u00e1ch th\u1ee9c ch\u00ednh<\/strong><\/h4>\n<p>Nhi\u1ec1u doanh nghi\u1ec7p b\u1ecb m\u1eafc k\u1eb9t \u1edf giai \u0111o\u1ea1n n\u00e0y v\u00ec c\u00e1c d\u1ef1 \u00e1n th\u1eed nghi\u1ec7m kh\u00f4ng th\u1ec3 m\u1edf r\u1ed9ng sang quy m\u00f4 l\u1edbn h\u01a1n.<\/p>\n<h4><strong>2.3 M\u1ee5c ti\u00eau ti\u1ebfp theo<\/strong><\/h4>\n<p>Ch\u1ee9ng minh gi\u00e1 tr\u1ecb kinh doanh c\u1ee7a AI v\u00e0 x\u00e2y d\u1ef1ng n\u1ec1n t\u1ea3ng d\u1eef li\u1ec7u, c\u00f4ng ngh\u1ec7 \u0111\u1ec3 h\u1ed7 tr\u1ee3 m\u1edf r\u1ed9ng.<\/p>\n<h3><strong>3. C\u1ea5p \u0111\u1ed9 3 \u2014 V\u1eadn h\u00e0nh\u00a0<\/strong><\/h3>\n<p>\u1ede c\u1ea5p \u0111\u1ed9 n\u00e0y, AI \u0111\u00e3 v\u01b0\u1ee3t qua giai \u0111o\u1ea1n th\u1eed nghi\u1ec7m v\u00e0 b\u1eaft \u0111\u1ea7u t\u1ea1o ra gi\u00e1 tr\u1ecb trong ho\u1ea1t \u0111\u1ed9ng v\u1eadn h\u00e0nh th\u1ef1c t\u1ebf.<\/p>\n<p>AI c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng trong nhi\u1ec1u b\u1ed9 ph\u1eadn nh\u01b0 marketing, ch\u0103m s\u00f3c kh\u00e1ch h\u00e0ng, b\u00e1n h\u00e0ng ho\u1eb7c ph\u00e2n t\u00edch d\u1eef li\u1ec7u.<\/p>\n<p>Doanh nghi\u1ec7p b\u1eaft \u0111\u1ea7u c\u00f3 c\u00e1c quy tr\u00ecnh v\u1eadn h\u00e0nh li\u00ean quan \u0111\u1ebfn AI thay v\u00ec ch\u1ec9 d\u1ef1a v\u00e0o nh\u1eefng d\u1ef1 \u00e1n \u0111\u01a1n l\u1ebb.<\/p>\n<h4><strong>3.1 D\u1ea5u hi\u1ec7u nh\u1eadn bi\u1ebft<\/strong><\/h4>\n<ul>\n<li>C\u00f3 nhi\u1ec1u use case AI \u0111ang ho\u1ea1t \u0111\u1ed9ng.<\/li>\n<li>AI t\u1ea1o ra gi\u00e1 tr\u1ecb kinh doanh c\u00f3 th\u1ec3 \u0111o l\u01b0\u1eddng.<\/li>\n<li>B\u1eaft \u0111\u1ea7u xu\u1ea5t hi\u1ec7n c\u00e1c ti\u00eau chu\u1ea9n qu\u1ea3n tr\u1ecb AI.<\/li>\n<li>D\u1eef li\u1ec7u \u0111\u01b0\u1ee3c qu\u1ea3n l\u00fd t\u1ed1t h\u01a1n.<\/li>\n<\/ul>\n<h4><strong>3.2 Th\u00e1ch th\u1ee9c ch\u00ednh<\/strong><\/h4>\n<p>T\u00edch h\u1ee3p AI v\u00e0o c\u00e1c quy tr\u00ecnh c\u1ed1t l\u00f5i v\u00e0 duy tr\u00ec t\u00ednh nh\u1ea5t qu\u00e1n tr\u00ean to\u00e0n t\u1ed5 ch\u1ee9c.<\/p>\n<h4><strong>3.3 M\u1ee5c ti\u00eau ti\u1ebfp theo<\/strong><\/h4>\n<p>M\u1edf r\u1ed9ng AI sang nhi\u1ec1u \u0111\u01a1n v\u1ecb kinh doanh v\u00e0 t\u0103ng kh\u1ea3 n\u0103ng t\u00e1i s\u1eed d\u1ee5ng c\u00e1c m\u00f4 h\u00ecnh, d\u1eef li\u1ec7u v\u00e0 quy tr\u00ecnh.<\/p>\n<h3><strong>4. C\u1ea5p \u0111\u1ed9 4 \u2014 M\u1edf r\u1ed9ng\u00a0<\/strong><\/h3>\n<p>\u0110\u00e2y l\u00e0 giai \u0111o\u1ea1n AI \u0111\u01b0\u1ee3c tri\u1ec3n khai tr\u00ean quy m\u00f4 doanh nghi\u1ec7p thay v\u00ec ch\u1ec9 trong c\u00e1c b\u1ed9 ph\u1eadn ri\u00eang l\u1ebb.<\/p>\n<p>Doanh nghi\u1ec7p \u0111\u00e3 x\u00e2y d\u1ef1ng \u0111\u01b0\u1ee3c n\u1ec1n t\u1ea3ng d\u1eef li\u1ec7u, h\u1ea1 t\u1ea7ng c\u00f4ng ngh\u1ec7 v\u00e0 c\u01a1 ch\u1ebf qu\u1ea3n tr\u1ecb \u0111\u1ee7 m\u1ea1nh \u0111\u1ec3 h\u1ed7 tr\u1ee3 vi\u1ec7c m\u1edf r\u1ed9ng AI.<\/p>\n<p>C\u00e1c nh\u00f3m ch\u1ee9c n\u0103ng kh\u00e1c nhau c\u00f3 th\u1ec3 chia s\u1ebb d\u1eef li\u1ec7u, m\u00f4 h\u00ecnh v\u00e0 ngu\u1ed3n l\u1ef1c nh\u1eb1m t\u1ed1i \u01b0u hi\u1ec7u qu\u1ea3 \u0111\u1ea7u t\u01b0.<\/p>\n<h4><strong>4.1 D\u1ea5u hi\u1ec7u nh\u1eadn bi\u1ebft<\/strong><\/h4>\n<ul>\n<li>Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (AI) \u0111\u01b0\u1ee3c t\u00edch h\u1ee3p v\u00e0o nhi\u1ec1u quy tr\u00ecnh tr\u1ecdng y\u1ebfu.<\/li>\n<li>C\u00f3 khung qu\u1ea3n tr\u1ecb AI ho\u00e0n ch\u1ec9nh.<\/li>\n<li>C\u00f3 trung t\u00e2m chuy\u00ean xu\u1ea5t s\u1eafc v\u1ec1 AI (ho\u1eb7c trung t\u00e2m n\u0103ng l\u1ef1c AI) ho\u1eb7c nh\u00f3m chuy\u00ean tr\u00e1ch.<\/li>\n<li>T\u1ef7 su\u1ea5t ho\u00e0n v\u1ed1n (ROI) \u0111\u01b0\u1ee3c theo d\u00f5i \u1edf c\u1ea5p doanh nghi\u1ec7p.<\/li>\n<\/ul>\n<h4><strong>4.2 Th\u00e1ch th\u1ee9c ch\u00ednh<\/strong><\/h4>\n<p>Qu\u1ea3n l\u00fd s\u1ef1 ph\u1ee9c t\u1ea1p ng\u00e0y c\u00e0ng t\u0103ng khi s\u1ed1 l\u01b0\u1ee3ng m\u00f4 h\u00ecnh, d\u1eef li\u1ec7u v\u00e0 use case li\u00ean t\u1ee5c m\u1edf r\u1ed9ng.<\/p>\n<h4><strong>4.3 M\u1ee5c ti\u00eau ti\u1ebfp theo<\/strong><\/h4>\n<p>Bi\u1ebfn AI th\u00e0nh m\u1ed9t n\u0103ng l\u1ef1c v\u1eadn h\u00e0nh c\u00f3 th\u1ec3 m\u1edf r\u1ed9ng v\u00e0 duy tr\u00ec l\u00e2u d\u00e0i.<\/p>\n<h3><strong>5. C\u1ea5p \u0111\u1ed9 5 \u2014 Chuy\u1ec3n \u0111\u1ed5i\u00a0<\/strong><\/h3>\n<p>\u0110\u00e2y l\u00e0 c\u1ea5p \u0111\u1ed9 cao nh\u1ea5t c\u1ee7a AI Maturity. \u1ede giai \u0111o\u1ea1n n\u00e0y, AI kh\u00f4ng c\u00f2n l\u00e0 m\u1ed9t s\u00e1ng ki\u1ebfn ri\u00eang l\u1ebb m\u00e0 tr\u1edf th\u00e0nh m\u1ed9t ph\u1ea7n trong chi\u1ebfn l\u01b0\u1ee3c c\u1ea1nh tranh c\u1ee7a doanh nghi\u1ec7p.<\/p>\n<p>AI tham gia v\u00e0o vi\u1ec7c t\u1ed1i \u01b0u v\u1eadn h\u00e0nh, h\u1ed7 tr\u1ee3 ra quy\u1ebft \u0111\u1ecbnh, ph\u00e1t tri\u1ec3n s\u1ea3n ph\u1ea9m m\u1edbi v\u00e0 t\u1ea1o ra c\u00e1c m\u00f4 h\u00ecnh kinh doanh kh\u00e1c bi\u1ec7t.<\/p>\n<p>Thay v\u00ec h\u1ecfi \u201cch\u00fang ta c\u00f3 n\u00ean d\u00f9ng AI hay kh\u00f4ng?\u201d, doanh nghi\u1ec7p b\u1eaft \u0111\u1ea7u \u0111\u1eb7t c\u00e2u h\u1ecfi: L\u00e0m th\u1ebf n\u00e0o \u0111\u1ec3 t\u00e1i thi\u1ebft k\u1ebf ho\u1ea1t \u0111\u1ed9ng kinh doanh d\u1ef1a tr\u00ean AI?<\/p>\n<h4><strong>5.1 D\u1ea5u hi\u1ec7u nh\u1eadn bi\u1ebft<\/strong><\/h4>\n<ul>\n<li>AI \u0111\u01b0\u1ee3c t\u00edch h\u1ee3p s\u00e2u v\u00e0o chi\u1ebfn l\u01b0\u1ee3c doanh nghi\u1ec7p.<\/li>\n<li>H\u1ea7u h\u1ebft c\u00e1c quy\u1ebft \u0111\u1ecbnh v\u1eadn h\u00e0nh \u0111\u01b0\u1ee3c h\u1ed7 tr\u1ee3 b\u1edfi d\u1eef li\u1ec7u v\u00e0 AI.<\/li>\n<li>C\u00f3 kh\u1ea3 n\u0103ng tri\u1ec3n khai AI tr\u00ean quy m\u00f4 l\u1edbn m\u1ed9t c\u00e1ch nh\u1ea5t qu\u00e1n.<\/li>\n<li>AI t\u1ea1o ra l\u1ee3i th\u1ebf c\u1ea1nh tranh d\u00e0i h\u1ea1n.<\/li>\n<\/ul>\n<h4><strong>5.2 Th\u00e1ch th\u1ee9c ch\u00ednh<\/strong><\/h4>\n<p>Duy tr\u00ec t\u1ed1c \u0111\u1ed9 \u0111\u1ed5i m\u1edbi v\u00e0 li\u00ean t\u1ee5c th\u00edch nghi v\u1edbi nh\u1eefng thay \u0111\u1ed5i c\u1ee7a c\u00f4ng ngh\u1ec7 AI.<\/p>\n<h4><strong>5.3 M\u1ee5c ti\u00eau ti\u1ebfp theo<\/strong><\/h4>\n<p>T\u1ed1i \u01b0u h\u00f3a to\u00e0n b\u1ed9 h\u1ec7 sinh th\u00e1i AI v\u00e0 kh\u00e1m ph\u00e1 c\u00e1c c\u01a1 h\u1ed9i t\u0103ng tr\u01b0\u1edfng m\u1edbi d\u1ef1a tr\u00ean n\u0103ng l\u1ef1c AI s\u1eb5n c\u00f3.<\/p>\n<h2><strong>V\u00ec sao AI Maturity quan tr\u1ecdng?<\/strong><\/h2>\n<p>Vi\u1ec7c hi\u1ec3u r\u00f5 doanh nghi\u1ec7p \u0111ang \u1edf c\u1ea5p \u0111\u1ed9 n\u00e0o gi\u00fap l\u00e3nh \u0111\u1ea1o tr\u00e1nh hai sai l\u1ea7m ph\u1ed5 bi\u1ebfn.<\/p>\n<p>Th\u1ee9 nh\u1ea5t, \u0111\u1ea7u t\u01b0 v\u00e0o c\u00e1c c\u00f4ng ngh\u1ec7 AI qu\u00e1 ph\u1ee9c t\u1ea1p khi n\u1ec1n t\u1ea3ng d\u1eef li\u1ec7u v\u00e0 v\u1eadn h\u00e0nh ch\u01b0a s\u1eb5n s\u00e0ng.<\/p>\n<p>Th\u1ee9 hai, \u0111\u00e1nh gi\u00e1 th\u1ea5p n\u0103ng l\u1ef1c hi\u1ec7n c\u00f3 v\u00e0 b\u1ecf l\u1ee1 c\u01a1 h\u1ed9i m\u1edf r\u1ed9ng c\u00e1c s\u00e1ng ki\u1ebfn AI \u0111ang mang l\u1ea1i gi\u00e1 tr\u1ecb.<\/p>\n<p>AI Maturity kh\u00f4ng ph\u1ea3i l\u00e0 m\u1ed9t cu\u1ed9c \u0111ua \u0111\u1ec3 \u0111\u1ea1t \u0111\u1ebfn c\u1ea5p \u0111\u1ed9 cao nh\u1ea5t. Gi\u00e1 tr\u1ecb th\u1ef1c s\u1ef1 n\u1eb1m \u1edf vi\u1ec7c x\u00e1c \u0111\u1ecbnh ch\u00ednh x\u00e1c v\u1ecb tr\u00ed hi\u1ec7n t\u1ea1i c\u1ee7a doanh nghi\u1ec7p v\u00e0 x\u00e2y d\u1ef1ng l\u1ed9 tr\u00ecnh ph\u00e1t tri\u1ec3n ph\u00f9 h\u1ee3p v\u1edbi m\u1ee5c ti\u00eau kinh doanh.<\/p>\n<h2><strong>Vi\u1ec7t Nam Tr\u00ean C\u00e1c B\u1ea3ng X\u1ebfp H\u1ea1ng AI Qu\u1ed1c T\u1ebf<\/strong><\/h2>\n<p>Trong nh\u1eefng n\u0103m g\u1ea7n \u0111\u00e2y, Vi\u1ec7t Nam li\u00ean t\u1ee5c c\u1ea3i thi\u1ec7n v\u1ecb tr\u00ed tr\u00ean c\u00e1c b\u1ea3ng x\u1ebfp h\u1ea1ng \u0111\u00e1nh gi\u00e1 n\u0103ng l\u1ef1c chuy\u1ec3n \u0111\u1ed5i s\u1ed1 v\u00e0 m\u1ee9c \u0111\u1ed9 s\u1eb5n s\u00e0ng \u1ee9ng d\u1ee5ng AI.<\/p>\n<p>Theo <a href=\"https:\/\/oxfordinsights.com\/ai-readiness\/government-ai-readiness-index-2025\/\">Government AI Readiness Index<\/a> c\u1ee7a Oxford Insights, Vi\u1ec7t Nam \u0111\u00e3 c\u00f3 nh\u1eefng b\u01b0\u1edbc ti\u1ebfn \u0111\u00e1ng k\u1ec3 trong vi\u1ec7c x\u00e2y d\u1ef1ng h\u1ec7 sinh th\u00e1i AI th\u00f4ng qua c\u00e1c ch\u01b0\u01a1ng tr\u00ecnh ph\u00e1t tri\u1ec3n c\u00f4ng ngh\u1ec7, chi\u1ebfn l\u01b0\u1ee3c qu\u1ed1c gia v\u1ec1 AI v\u00e0 c\u00e1c s\u00e1ng ki\u1ebfn chuy\u1ec3n \u0111\u1ed5i s\u1ed1 \u1edf c\u1ea5p ch\u00ednh ph\u1ee7.<\/p>\n<p>S\u1ef1 ph\u00e1t tri\u1ec3n n\u00e0y cho th\u1ea5y Vi\u1ec7t Nam \u0111ang t\u1eebng b\u01b0\u1edbc x\u00e2y d\u1ef1ng nh\u1eefng \u0111i\u1ec1u ki\u1ec7n n\u1ec1n t\u1ea3ng c\u1ea7n thi\u1ebft \u0111\u1ec3 th\u00fac \u0111\u1ea9y \u1ee9ng d\u1ee5ng AI tr\u00ean quy m\u00f4 r\u1ed9ng h\u01a1n.<\/p>\n<p>Tuy nhi\u00ean, kho\u1ea3ng c\u00e1ch gi\u1eefa m\u1ee9c \u0111\u1ed9 s\u1eb5n s\u00e0ng \u1edf c\u1ea5p qu\u1ed1c gia v\u00e0 kh\u1ea3 n\u0103ng tri\u1ec3n khai AI t\u1ea1i t\u1eebng doanh nghi\u1ec7p v\u1eabn l\u00e0 m\u1ed9t th\u00e1ch th\u1ee9c \u0111\u00e1ng ch\u00fa \u00fd.<\/p>\n<p>Vi\u1ec7c s\u1edf h\u1eefu m\u1ed9t h\u1ec7 sinh th\u00e1i AI \u0111ang ph\u00e1t tri\u1ec3n kh\u00f4ng \u0111\u1ed3ng ngh\u0129a v\u1edbi vi\u1ec7c m\u1ecdi doanh nghi\u1ec7p \u0111\u1ec1u c\u00f3 \u0111\u1ee7 d\u1eef li\u1ec7u, h\u1ea1 t\u1ea7ng v\u00e0 n\u0103ng l\u1ef1c t\u1ed5 ch\u1ee9c \u0111\u1ec3 t\u1eadn d\u1ee5ng hi\u1ec7u qu\u1ea3 c\u00f4ng ngh\u1ec7 n\u00e0y.<\/p>\n<h2><strong>C\u01a1 H\u1ed9i Th\u00fac \u0110\u1ea9y AI Readiness t\u1ea1i Vi\u1ec7t Nam<\/strong><\/h2>\n<p>M\u1eb7c d\u00f9 c\u00f2n nhi\u1ec1u th\u00e1ch th\u1ee9c, th\u1ecb tr\u01b0\u1eddng Vi\u1ec7t Nam \u0111ang s\u1edf h\u1eefu m\u1ed9t s\u1ed1 \u0111i\u1ec1u ki\u1ec7n thu\u1eadn l\u1ee3i \u0111\u1ec3 th\u00fac \u0111\u1ea9y \u1ee9ng d\u1ee5ng AI trong giai \u0111o\u1ea1n t\u1edbi.<\/p>\n<h3><strong>1. Chuy\u1ec3n \u0110\u1ed5i S\u1ed1 \u0110ang Di\u1ec5n Ra M\u1ea1nh M\u1ebd<\/strong><\/h3>\n<p>Trong nhi\u1ec1u n\u0103m qua, c\u00e1c doanh nghi\u1ec7p Vi\u1ec7t Nam \u0111\u00e3 \u0111\u1ea7u t\u01b0 \u0111\u00e1ng k\u1ec3 v\u00e0o h\u1ec7 th\u1ed1ng ERP, CRM, n\u1ec1n t\u1ea3ng d\u1eef li\u1ec7u v\u00e0 c\u00e1c gi\u1ea3i ph\u00e1p s\u1ed1 h\u00f3a quy tr\u00ecnh.<\/p>\n<p>Nh\u1eefng kho\u1ea3n \u0111\u1ea7u t\u01b0 n\u00e0y t\u1ea1o ra n\u1ec1n t\u1ea3ng d\u1eef li\u1ec7u quan tr\u1ecdng cho vi\u1ec7c tri\u1ec3n khai AI trong t\u01b0\u01a1ng lai.<\/p>\n<p>Khi d\u1eef li\u1ec7u ng\u00e0y c\u00e0ng \u0111\u01b0\u1ee3c s\u1ed1 h\u00f3a, kh\u1ea3 n\u0103ng \u1ee9ng d\u1ee5ng AI \u0111\u1ec3 ph\u00e2n t\u00edch, d\u1ef1 b\u00e1o v\u00e0 t\u1ef1 \u0111\u1ed9ng h\u00f3a c\u0169ng tr\u1edf n\u00ean kh\u1ea3 thi h\u01a1n.<\/p>\n<h3><strong>2. S\u1ef1 B\u00f9ng N\u1ed5 C\u1ee7a Generative AI<\/strong><\/h3>\n<p>C\u00e1c c\u00f4ng c\u1ee5 nh\u01b0 ChatGPT, Copilot hay Gemini \u0111\u00e3 gi\u00fap AI tr\u1edf n\u00ean d\u1ec5 ti\u1ebfp c\u1eadn h\u01a1n bao gi\u1edd h\u1ebft.<\/p>\n<p>Kh\u00f4ng gi\u1ed1ng c\u00e1c th\u1ebf h\u1ec7 AI tr\u01b0\u1edbc \u0111\u00e2y \u0111\u00f2i h\u1ecfi \u0111\u1ed9i ng\u0169 k\u1ef9 thu\u1eadt chuy\u00ean s\u00e2u, nhi\u1ec1u c\u00f4ng c\u1ee5 Generative AI hi\u1ec7n nay c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng b\u1edfi nh\u00e2n vi\u00ean v\u0103n ph\u00f2ng, marketer, nh\u00e2n vi\u00ean ch\u0103m s\u00f3c kh\u00e1ch h\u00e0ng ho\u1eb7c \u0111\u1ed9i ng\u0169 b\u00e1n h\u00e0ng.<\/p>\n<p>\u0110i\u1ec1u n\u00e0y l\u00e0m gi\u1ea3m \u0111\u00e1ng k\u1ec3 r\u00e0o c\u1ea3n ti\u1ebfp c\u1eadn AI \u0111\u1ed1i v\u1edbi doanh nghi\u1ec7p v\u1eeba v\u00e0 nh\u1ecf.<\/p>\n<h3><strong>3. Ngu\u1ed3n Nh\u00e2n L\u1ef1c C\u00f4ng Ngh\u1ec7 \u0110ang Ph\u00e1t Tri\u1ec3n<\/strong><\/h3>\n<p>Vi\u1ec7t Nam ti\u1ebfp t\u1ee5c \u0111\u01b0\u1ee3c \u0111\u00e1nh gi\u00e1 l\u00e0 m\u1ed9t trong nh\u1eefng th\u1ecb tr\u01b0\u1eddng c\u00f3 ngu\u1ed3n nh\u00e2n l\u1ef1c c\u00f4ng ngh\u1ec7 c\u1ea1nh tranh trong khu v\u1ef1c.<\/p>\n<p>S\u1ef1 gia t\u0103ng c\u1ee7a c\u00e1c ch\u01b0\u01a1ng tr\u00ecnh \u0111\u00e0o t\u1ea1o AI, khoa h\u1ecdc d\u1eef li\u1ec7u v\u00e0 k\u1ef9 n\u0103ng s\u1ed1 \u0111ang g\u00f3p ph\u1ea7n t\u1ea1o ra l\u1ef1c l\u01b0\u1ee3ng lao \u0111\u1ed9ng ph\u00f9 h\u1ee3p h\u01a1n v\u1edbi nhu c\u1ea7u tri\u1ec3n khai AI trong t\u01b0\u01a1ng lai.<\/p>\n<h2><strong>Th\u00e1ch Th\u1ee9c Ph\u1ed5 Bi\u1ebfn C\u1ee7a Doanh Nghi\u1ec7p Vi\u1ec7t<\/strong><\/h2>\n<p>M\u1eb7c d\u00f9 c\u01a1 h\u1ed9i r\u1ea5t l\u1edbn, ph\u1ea7n l\u1edbn doanh nghi\u1ec7p v\u1eabn ph\u1ea3i \u0111\u1ed1i m\u1eb7t v\u1edbi nhi\u1ec1u r\u00e0o c\u1ea3n khi tri\u1ec3n khai AI.<\/p>\n<h3><strong>1. Ph\u00e2n m\u1ea3nh d\u1eef li\u1ec7u<\/strong><\/h3>\n<p>\u0110\u00e2y l\u00e0 m\u1ed9t trong nh\u1eefng v\u1ea5n \u0111\u1ec1 ph\u1ed5 bi\u1ebfn nh\u1ea5t. D\u1eef li\u1ec7u th\u01b0\u1eddng n\u1eb1m \u1edf nhi\u1ec1u h\u1ec7 th\u1ed1ng kh\u00e1c nhau nh\u01b0 CRM, ERP, website, \u1ee9ng d\u1ee5ng di \u0111\u1ed9ng ho\u1eb7c c\u00e1c c\u00f4ng c\u1ee5 qu\u1ea3n l\u00fd n\u1ed9i b\u1ed9.<\/p>\n<p>S\u1ef1 ph\u00e2n m\u1ea3nh n\u00e0y khi\u1ebfn doanh nghi\u1ec7p g\u1eb7p kh\u00f3 kh\u0103n trong vi\u1ec7c x\u00e2y d\u1ef1ng m\u1ed9t ngu\u1ed3n d\u1eef li\u1ec7u th\u1ed1ng nh\u1ea5t ph\u1ee5c v\u1ee5 cho AI. Ngay c\u1ea3 khi doanh nghi\u1ec7p s\u1edf h\u1eefu l\u01b0\u1ee3ng d\u1eef li\u1ec7u l\u1edbn, d\u1eef li\u1ec7u \u0111\u00f3 ch\u01b0a ch\u1eafc \u0111\u00e3 s\u1eb5n s\u00e0ng \u0111\u1ec3 khai th\u00e1c.<\/p>\n<h3><strong>2. Thi\u1ebfu h\u1ee5t nh\u00e2n t\u00e0i \u2018hi\u1ec3u\u2019 AI\u00a0<\/strong><\/h3>\n<p>Nhu c\u1ea7u v\u1ec1 nh\u00e2n s\u1ef1 c\u00f3 kh\u1ea3 n\u0103ng tri\u1ec3n khai v\u00e0 qu\u1ea3n l\u00fd AI \u0111ang t\u0103ng nhanh h\u01a1n ngu\u1ed3n cung.<\/p>\n<p>Tuy nhi\u00ean, kho\u1ea3ng c\u00e1ch k\u1ef9 n\u0103ng kh\u00f4ng ch\u1ec9 xu\u1ea5t hi\u1ec7n \u1edf \u0111\u1ed9i ng\u0169 k\u1ef9 thu\u1eadt. Nhi\u1ec1u doanh nghi\u1ec7p c\u00f2n thi\u1ebfu nh\u1eefng nh\u00e0 qu\u1ea3n l\u00fd c\u00f3 kh\u1ea3 n\u0103ng x\u00e1c \u0111\u1ecbnh use case ph\u00f9 h\u1ee3p, \u0111o l\u01b0\u1eddng gi\u00e1 tr\u1ecb kinh doanh ho\u1eb7c d\u1eabn d\u1eaft qu\u00e1 tr\u00ecnh chuy\u1ec3n \u0111\u1ed5i li\u00ean quan \u0111\u1ebfn AI.<\/p>\n<h3><strong>3. Qu\u1ea3n tr\u1ecb ch\u01b0a ho\u00e0n thi\u1ec7n<\/strong><\/h3>\n<p>Kh\u00f4ng \u00edt t\u1ed5 ch\u1ee9c \u0111ang tri\u1ec3n khai AI theo h\u01b0\u1edbng t\u1ef1 ph\u00e1t. C\u00e1c ph\u00f2ng ban c\u00f3 th\u1ec3 s\u1eed d\u1ee5ng nhi\u1ec1u c\u00f4ng c\u1ee5 AI kh\u00e1c nhau m\u00e0 ch\u01b0a c\u00f3 ch\u00ednh s\u00e1ch chung v\u1ec1 d\u1eef li\u1ec7u, b\u1ea3o m\u1eadt ho\u1eb7c quy\u1ec1n ri\u00eang t\u01b0.<\/p>\n<p>\u0110i\u1ec1u n\u00e0y t\u1ea1o ra r\u1ee7i ro li\u00ean quan \u0111\u1ebfn tu\u00e2n th\u1ee7, an to\u00e0n th\u00f4ng tin v\u00e0 ch\u1ea5t l\u01b0\u1ee3ng \u0111\u1ea7u ra.<\/p>\n<h3><strong>4. T\u1ef7 l\u1ec7 chuy\u1ec3n \u0111\u1ed5i ch\u01b0a r\u00f5 r\u00e0ng<\/strong><\/h3>\n<p>M\u1ed9t trong nh\u1eefng c\u00e2u h\u1ecfi ph\u1ed5 bi\u1ebfn nh\u1ea5t t\u1eeb l\u00e3nh \u0111\u1ea1o doanh nghi\u1ec7p l\u00e0: \u201cAI s\u1ebd mang l\u1ea1i gi\u00e1 tr\u1ecb g\u00ec v\u00e0 khi n\u00e0o c\u00f3 th\u1ec3 nh\u00ecn th\u1ea5y k\u1ebft qu\u1ea3?\u201d<\/p>\n<p>Nhi\u1ec1u s\u00e1ng ki\u1ebfn AI \u0111\u01b0\u1ee3c tri\u1ec3n khai v\u00ec \u00e1p l\u1ef1c th\u1ecb tr\u01b0\u1eddng ho\u1eb7c xu h\u01b0\u1edbng c\u00f4ng ngh\u1ec7 thay v\u00ec xu\u1ea5t ph\u00e1t t\u1eeb nhu c\u1ea7u kinh doanh th\u1ef1c t\u1ebf.<\/p>\n<p>Khi thi\u1ebfu KPI r\u00f5 r\u00e0ng, doanh nghi\u1ec7p r\u1ea5t kh\u00f3 ch\u1ee9ng minh hi\u1ec7u qu\u1ea3 \u0111\u1ea7u t\u01b0 v\u00e0 duy tr\u00ec s\u1ef1 cam k\u1ebft t\u1eeb c\u00e1c b\u00ean li\u00ean quan.<\/p>\n<h2><strong>AI Readiness S\u1ebd L\u00e0 L\u1ee3i Th\u1ebf C\u1ea1nh Tranh M\u1edbi<\/strong><\/h2>\n<p>Trong giai \u0111o\u1ea1n \u0111\u1ea7u c\u1ee7a l\u00e0n s\u00f3ng AI, l\u1ee3i th\u1ebf th\u01b0\u1eddng thu\u1ed9c v\u1ec1 nh\u1eefng doanh nghi\u1ec7p tri\u1ec3n khai AI s\u1edbm.<\/p>\n<p>Tuy nhi\u00ean, khi AI d\u1ea7n tr\u1edf n\u00ean ph\u1ed5 bi\u1ebfn, l\u1ee3i th\u1ebf c\u1ea1nh tranh s\u1ebd kh\u00f4ng c\u00f2n \u0111\u1ebfn t\u1eeb vi\u1ec7c doanh nghi\u1ec7p c\u00f3 s\u1eed d\u1ee5ng AI hay kh\u00f4ng. Thay v\u00e0o \u0111\u00f3, l\u1ee3i th\u1ebf s\u1ebd thu\u1ed9c v\u1ec1 nh\u1eefng t\u1ed5 ch\u1ee9c c\u00f3 kh\u1ea3 n\u0103ng tri\u1ec3n khai AI m\u1ed9t c\u00e1ch c\u00f3 h\u1ec7 th\u1ed1ng, c\u00f3 ki\u1ec3m so\u00e1t v\u00e0 c\u00f3 th\u1ec3 m\u1edf r\u1ed9ng.<\/p>\n<p>\u0110\u00f3 ch\u00ednh l\u00e0 b\u1ea3n ch\u1ea5t c\u1ee7a AI Readiness.<\/p>\n<p>Doanh nghi\u1ec7p n\u00e0o x\u00e2y d\u1ef1ng \u0111\u01b0\u1ee3c n\u1ec1n t\u1ea3ng d\u1eef li\u1ec7u, c\u00f4ng ngh\u1ec7, con ng\u01b0\u1eddi v\u00e0 qu\u1ea3n tr\u1ecb v\u1eefng ch\u1eafc t\u1eeb s\u1edbm s\u1ebd c\u00f3 nhi\u1ec1u c\u01a1 h\u1ed9i chuy\u1ec3n h\u00f3a AI th\u00e0nh gi\u00e1 tr\u1ecb kinh doanh b\u1ec1n v\u1eefng trong nh\u1eefng n\u0103m t\u1edbi.<\/p>\n<h2><strong>C\u00e1ch T\u1ef1 \u0110\u00e1nh Gi\u00e1 AI Readiness Cho Doanh Nghi\u1ec7p<\/strong><\/h2>\n<p>Sau khi hi\u1ec3u c\u00e1c th\u00e0nh ph\u1ea7n c\u1ed1t l\u00f5i c\u1ee7a AI Readiness, c\u00e2u h\u1ecfi ti\u1ebfp theo m\u00e0 h\u1ea7u h\u1ebft c\u00e1c nh\u00e0 l\u00e3nh \u0111\u1ea1o \u0111\u1eb7t ra l\u00e0: Doanh nghi\u1ec7p c\u1ee7a ch\u00fang ta \u0111ang \u1edf \u0111\u00e2u tr\u00ean h\u00e0nh tr\u00ecnh AI?<\/p>\n<p>\u0110\u00e2y c\u0169ng l\u00e0 l\u00fac vi\u1ec7c \u0111\u00e1nh gi\u00e1 AI Readiness tr\u1edf n\u00ean c\u1ea7n thi\u1ebft. M\u1ed9t sai l\u1ea7m ph\u1ed5 bi\u1ebfn l\u00e0 doanh nghi\u1ec7p ch\u1ec9 \u0111\u00e1nh gi\u00e1 m\u1ee9c \u0111\u1ed9 s\u1eb5n s\u00e0ng d\u1ef1a tr\u00ean c\u00f4ng ngh\u1ec7. Th\u1ef1c t\u1ebf, AI Readiness l\u00e0 s\u1ef1 k\u1ebft h\u1ee3p c\u1ee7a nhi\u1ec1u y\u1ebfu t\u1ed1 kh\u00e1c nhau, bao g\u1ed3m chi\u1ebfn l\u01b0\u1ee3c, d\u1eef li\u1ec7u, con ng\u01b0\u1eddi, quy tr\u00ecnh v\u1eadn h\u00e0nh v\u00e0 qu\u1ea3n tr\u1ecb.<\/p>\n<p>M\u1ed9t \u0111\u00e1nh gi\u00e1 hi\u1ec7u qu\u1ea3 kh\u00f4ng nh\u1eb1m m\u1ee5c \u0111\u00edch t\u00ecm ra \u0111i\u1ec3m s\u1ed1 ho\u00e0n h\u1ea3o. Thay v\u00e0o \u0111\u00f3, n\u00f3 gi\u00fap doanh nghi\u1ec7p x\u00e1c \u0111\u1ecbnh kho\u1ea3ng c\u00e1ch gi\u1eefa hi\u1ec7n tr\u1ea1ng v\u00e0 m\u1ee5c ti\u00eau mong mu\u1ed1n, t\u1eeb \u0111\u00f3 x\u00e2y d\u1ef1ng l\u1ed9 tr\u00ecnh \u0111\u1ea7u t\u01b0 ph\u00f9 h\u1ee3p.<\/p>\n<h3><strong>1. B\u01b0\u1edbc 1: X\u00e1c \u0110\u1ecbnh M\u1ee5c Ti\u00eau Kinh Doanh Tr\u01b0\u1edbc Khi N\u00f3i V\u1ec1 AI<\/strong><\/h3>\n<p>Nhi\u1ec1u doanh nghi\u1ec7p b\u1eaft \u0111\u1ea7u b\u1eb1ng c\u00e2u h\u1ecfi: Ch\u00fang ta n\u00ean tri\u1ec3n khai AI n\u00e0o?<\/p>\n<p>Tuy nhi\u00ean, c\u00e2u h\u1ecfi \u0111\u00fang n\u00ean l\u00e0: Ch\u00fang ta \u0111ang mu\u1ed1n gi\u1ea3i quy\u1ebft v\u1ea5n \u0111\u1ec1 kinh doanh n\u00e0o?<\/p>\n<p>AI kh\u00f4ng ph\u1ea3i m\u1ee5c ti\u00eau. AI l\u00e0 c\u00f4ng c\u1ee5. Tr\u01b0\u1edbc khi \u0111\u1ea7u t\u01b0 v\u00e0o b\u1ea5t k\u1ef3 n\u1ec1n t\u1ea3ng ho\u1eb7c gi\u1ea3i ph\u00e1p AI n\u00e0o, doanh nghi\u1ec7p c\u1ea7n x\u00e1c \u0111\u1ecbnh r\u00f5:<\/p>\n<ul>\n<li>M\u1ee5c ti\u00eau t\u0103ng tr\u01b0\u1edfng l\u00e0 g\u00ec?<\/li>\n<li>Nh\u1eefng quy tr\u00ecnh n\u00e0o \u0111ang g\u00e2y l\u00e3ng ph\u00ed th\u1eddi gian ho\u1eb7c ngu\u1ed3n l\u1ef1c?<\/li>\n<li>Nh\u1eefng tr\u1ea3i nghi\u1ec7m kh\u00e1ch h\u00e0ng n\u00e0o c\u1ea7n \u0111\u01b0\u1ee3c c\u1ea3i thi\u1ec7n?<\/li>\n<li>Nh\u1eefng quy\u1ebft \u0111\u1ecbnh n\u00e0o c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c h\u1ed7 tr\u1ee3 b\u1edfi d\u1eef li\u1ec7u?<\/li>\n<\/ul>\n<p>Khi AI \u0111\u01b0\u1ee3c g\u1eafn v\u1edbi m\u1ee5c ti\u00eau kinh doanh c\u1ee5 th\u1ec3, doanh nghi\u1ec7p s\u1ebd d\u1ec5 d\u00e0ng x\u00e1c \u0111\u1ecbnh \u01b0u ti\u00ean \u0111\u1ea7u t\u01b0 v\u00e0 \u0111o l\u01b0\u1eddng k\u1ebft qu\u1ea3 h\u01a1n.<\/p>\n<h3><strong>2. B\u01b0\u1edbc 2: X\u00e1c \u0110\u1ecbnh C\u00e1c Tr\u01b0\u1eddng h\u1ee3p S\u1eed D\u1ee5ng AI C\u00f3 Ti\u1ec1m N\u0103ng T\u1ea1o Gi\u00e1 Tr\u1ecb<\/strong><\/h3>\n<p>Kh\u00f4ng ph\u1ea3i m\u1ecdi b\u00e0i to\u00e1n \u0111\u1ec1u c\u1ea7n AI. M\u1ed9t trong nh\u1eefng nguy\u00ean nh\u00e2n khi\u1ebfn c\u00e1c d\u1ef1 \u00e1n AI th\u1ea5t b\u1ea1i l\u00e0 doanh nghi\u1ec7p c\u1ed1 g\u1eafng \u00e1p d\u1ee5ng AI cho m\u1ecdi th\u1ee9 m\u00e0 kh\u00f4ng \u0111\u00e1nh gi\u00e1 \u0111\u00fang gi\u00e1 tr\u1ecb mang l\u1ea1i.<\/p>\n<p>Thay v\u00e0o \u0111\u00f3, h\u00e3y b\u1eaft \u0111\u1ea7u b\u1eb1ng vi\u1ec7c l\u1eadp danh s\u00e1ch c\u00e1c tr\u01b0\u1eddng h\u1ee3p c\u00f3 th\u1ec3 \u1ee9ng d\u1ee5ng AI cho t\u1eebng ph\u00f2ng ban. V\u00ed d\u1ee5:<\/p>\n<ul>\n<li>Marketing: T\u1ea1o n\u1ed9i dung, ph\u00e2n t\u00edch insight kh\u00e1ch h\u00e0ng<\/li>\n<li>Sales: \u0110\u00e1nh gi\u00e1 kh\u00e1ch h\u00e0ng ti\u1ec1m n\u0103ng, d\u1ef1 b\u00e1o doanh thu<\/li>\n<li>Customer Service: Chatbot, h\u1ed7 tr\u1ee3 kh\u00e1ch h\u00e0ng t\u1ef1 \u0111\u1ed9ng<\/li>\n<li>Operations: T\u1ef1 \u0111\u1ed9ng h\u00f3a quy tr\u00ecnh<\/li>\n<li>HR: S\u00e0ng l\u1ecdc CV, h\u1ed7 tr\u1ee3 tuy\u1ec3n d\u1ee5ng<\/li>\n<li>Product Development: Ph\u00e2n t\u00edch h\u00e0nh vi ng\u01b0\u1eddi d\u00f9ng<\/li>\n<\/ul>\n<p>Sau \u0111\u00f3 \u0111\u00e1nh gi\u00e1 t\u1eebng tr\u01b0\u1eddng h\u1ee3p theo ba ti\u00eau ch\u00ed:<\/p>\n<ul>\n<li>Gi\u00e1 tr\u1ecb kinh doanh<\/li>\n<li>M\u1ee9c \u0111\u1ed9 kh\u1ea3 thi<\/li>\n<li>Kh\u1ea3 n\u0103ng m\u1edf r\u1ed9ng<\/li>\n<\/ul>\n<p>Nh\u1eefng tr\u01b0\u1eddng h\u1ee3p c\u00f3 t\u00e1c \u0111\u1ed9ng cao v\u00e0 tri\u1ec3n khai \u0111\u01a1n gi\u1ea3n th\u01b0\u1eddng n\u00ean \u0111\u01b0\u1ee3c \u01b0u ti\u00ean tr\u01b0\u1edbc.<\/p>\n<h3><strong>3. B\u01b0\u1edbc 3: \u0110\u00e1nh Gi\u00e1 6 Tr\u1ee5 C\u1ed9t AI Readiness<\/strong><\/h3>\n<p>Sau khi x\u00e1c \u0111\u1ecbnh m\u1ee5c ti\u00eau kinh doanh v\u00e0 c\u00e1c tr\u01b0\u1eddng h\u1ee3p \u1ee9ng d\u1ee5ng AI \u01b0u ti\u00ean, doanh nghi\u1ec7p c\u1ea7n \u0111\u00e1nh gi\u00e1 hi\u1ec7n tr\u1ea1ng d\u1ef1a tr\u00ean 6 tr\u1ee5 c\u1ed9t c\u1ed1t l\u00f5i c\u1ee7a AI Readiness:<\/p>\n<ul>\n<li><strong>Chi\u1ebfn l\u01b0\u1ee3c v\u00e0 \u0111\u1ecbnh h\u01b0\u1edbng l\u00e3nh \u0111\u1ea1o:<\/strong> Doanh nghi\u1ec7p \u0111\u00e3 c\u00f3 chi\u1ebfn l\u01b0\u1ee3c AI r\u00f5 r\u00e0ng v\u00e0 s\u1ef1 cam k\u1ebft t\u1eeb ban l\u00e3nh \u0111\u1ea1o hay ch\u01b0a?<\/li>\n<li><strong>M\u1ee9c \u0111\u1ed9 s\u1eb5n s\u00e0ng v\u1ec1 d\u1eef li\u1ec7u:<\/strong> D\u1eef li\u1ec7u c\u00f3 \u0111\u1ea7y \u0111\u1ee7, ch\u00ednh x\u00e1c, nh\u1ea5t qu\u00e1n v\u00e0 d\u1ec5 d\u00e0ng khai th\u00e1c hay kh\u00f4ng?<\/li>\n<li><strong>H\u1ea1 t\u1ea7ng c\u00f4ng ngh\u1ec7 v\u00e0 h\u1ec7 th\u1ed1ng:<\/strong> N\u1ec1n t\u1ea3ng c\u00f4ng ngh\u1ec7 hi\u1ec7n t\u1ea1i c\u00f3 \u0111\u1ee7 kh\u1ea3 n\u0103ng tri\u1ec3n khai, t\u00edch h\u1ee3p v\u00e0 m\u1edf r\u1ed9ng c\u00e1c gi\u1ea3i ph\u00e1p AI kh\u00f4ng?<\/li>\n<li><strong>N\u0103ng l\u1ef1c nh\u00e2n s\u1ef1 v\u00e0 v\u0103n h\u00f3a t\u1ed5 ch\u1ee9c:<\/strong> \u0110\u1ed9i ng\u0169 nh\u00e2n s\u1ef1 c\u00f3 \u0111\u1ee7 ki\u1ebfn th\u1ee9c, k\u1ef9 n\u0103ng v\u00e0 s\u1eb5n s\u00e0ng th\u00edch \u1ee9ng v\u1edbi s\u1ef1 thay \u0111\u1ed5i do AI mang l\u1ea1i kh\u00f4ng?<\/li>\n<li><strong>Qu\u1ea3n tr\u1ecb v\u00e0 ki\u1ec3m so\u00e1t r\u1ee7i ro:<\/strong> Doanh nghi\u1ec7p \u0111\u00e3 c\u00f3 ch\u00ednh s\u00e1ch, quy tr\u00ecnh qu\u1ea3n tr\u1ecb, b\u1ea3o m\u1eadt d\u1eef li\u1ec7u v\u00e0 ki\u1ec3m so\u00e1t r\u1ee7i ro li\u00ean quan \u0111\u1ebfn AI ch\u01b0a?<\/li>\n<li><strong>Kh\u1ea3 n\u0103ng t\u1ea1o ra gi\u00e1 tr\u1ecb t\u1eeb c\u00e1c \u1ee9ng d\u1ee5ng AI:<\/strong> Doanh nghi\u1ec7p \u0111\u00e3 x\u00e1c \u0111\u1ecbnh \u0111\u01b0\u1ee3c nh\u1eefng b\u00e0i to\u00e1n ph\u00f9 h\u1ee3p \u0111\u1ec3 \u1ee9ng d\u1ee5ng AI v\u00e0 c\u00f3 th\u1ec3 \u0111o l\u01b0\u1eddng hi\u1ec7u qu\u1ea3 \u0111\u1ea7u t\u01b0 (ROI) hay ch\u01b0a?<\/li>\n<\/ul>\n<p>Doanh nghi\u1ec7p c\u00f3 th\u1ec3 ch\u1ea5m \u0111i\u1ec3m t\u1eebng tr\u1ee5 c\u1ed9t theo thang \u0111i\u1ec3m t\u1eeb 1\u20135 \u0111\u1ec3 x\u00e1c \u0111\u1ecbnh \u0111i\u1ec3m m\u1ea1nh, \u0111i\u1ec3m y\u1ebfu v\u00e0 nh\u1eefng kho\u1ea3ng tr\u1ed1ng c\u1ea7n \u01b0u ti\u00ean c\u1ea3i thi\u1ec7n tr\u01b0\u1edbc khi m\u1edf r\u1ed9ng AI \u1edf quy m\u00f4 l\u1edbn.<\/p>\n<h3><strong>4. B\u01b0\u1edbc 4: X\u00e1c \u0110\u1ecbnh Nh\u1eefng Kho\u1ea3ng Tr\u1ed1ng C\u1ea7n \u01afu Ti\u00ean C\u1ea3i Thi\u1ec7n<\/strong><\/h3>\n<p>\u0110i\u1ec3m s\u1ed1 ch\u1ec9 l\u00e0 b\u01b0\u1edbc kh\u1edfi \u0111\u1ea7u c\u1ee7a qu\u00e1 tr\u00ecnh \u0111\u00e1nh gi\u00e1 AI Readiness. \u0110i\u1ec1u quan tr\u1ecdng h\u01a1n l\u00e0 x\u00e1c \u0111\u1ecbnh doanh nghi\u1ec7p \u0111ang thi\u1ebfu nh\u1eefng n\u0103ng l\u1ef1c n\u00e0o \u0111\u1ec3 c\u00f3 th\u1ec3 tri\u1ec3n khai v\u00e0 m\u1edf r\u1ed9ng AI hi\u1ec7u qu\u1ea3.<\/p>\n<p>V\u00ed d\u1ee5:<\/p>\n<ul>\n<li>Chi\u1ebfn l\u01b0\u1ee3c r\u00f5 r\u00e0ng nh\u01b0ng d\u1eef li\u1ec7u ch\u01b0a s\u1eb5n s\u00e0ng \u2192 c\u1ea7n \u01b0u ti\u00ean x\u00e2y d\u1ef1ng n\u1ec1n t\u1ea3ng d\u1eef li\u1ec7u v\u00e0 quy tr\u00ecnh qu\u1ea3n tr\u1ecb d\u1eef li\u1ec7u.<\/li>\n<li>H\u1ea1 t\u1ea7ng c\u00f4ng ngh\u1ec7 t\u1ed1t nh\u01b0ng nh\u00e2n s\u1ef1 ch\u01b0a \u0111\u1ee7 k\u1ef9 n\u0103ng \u2192 c\u1ea7n \u0111\u1ea7u t\u01b0 v\u00e0o \u0111\u00e0o t\u1ea1o v\u00e0 n\u00e2ng cao n\u0103ng l\u1ef1c s\u1eed d\u1ee5ng AI.<\/li>\n<li>D\u1eef li\u1ec7u v\u00e0 c\u00f4ng ngh\u1ec7 \u0111\u00e3 \u0111\u00e1p \u1ee9ng y\u00eau c\u1ea7u nh\u01b0ng thi\u1ebfu c\u01a1 ch\u1ebf qu\u1ea3n tr\u1ecb \u2192 c\u1ea7n x\u00e2y d\u1ef1ng ch\u00ednh s\u00e1ch, quy tr\u00ecnh ki\u1ec3m so\u00e1t v\u00e0 qu\u1ea3n l\u00fd r\u1ee7i ro li\u00ean quan \u0111\u1ebfn AI.<\/li>\n<\/ul>\n<p>Trong th\u1ef1c t\u1ebf, c\u00e1c d\u1ef1 \u00e1n AI th\u01b0\u1eddng g\u1eb7p kh\u00f3 kh\u0103n kh\u00f4ng ph\u1ea3i v\u00ec thi\u1ebfu c\u00f4ng ngh\u1ec7 m\u00e0 do s\u1ef1 m\u1ea5t c\u00e2n b\u1eb1ng gi\u1eefa c\u00e1c tr\u1ee5 c\u1ed9t. M\u1ed9t doanh nghi\u1ec7p ch\u1ec9 m\u1ea1nh \u1edf m\u1ed9t ho\u1eb7c hai y\u1ebfu t\u1ed1 v\u1eabn ch\u01b0a \u0111\u1ee7 \u0111i\u1ec1u ki\u1ec7n \u0111\u1ec3 tri\u1ec3n khai AI \u1edf quy m\u00f4 l\u1edbn v\u00e0 t\u1ea1o ra gi\u00e1 tr\u1ecb b\u1ec1n v\u1eefng.<\/p>\n<h3><strong>5. B\u01b0\u1edbc 5: X\u00e2y D\u1ef1ng L\u1ed9 Tr\u00ecnh Ph\u00e1t Tri\u1ec3n AI Trong 12\u201324 Th\u00e1ng<\/strong><\/h3>\n<p>Sau khi x\u00e1c \u0111\u1ecbnh \u0111\u01b0\u1ee3c hi\u1ec7n tr\u1ea1ng v\u00e0 c\u00e1c kho\u1ea3ng tr\u1ed1ng c\u1ea7n c\u1ea3i thi\u1ec7n, doanh nghi\u1ec7p c\u1ea7n chuy\u1ec3n k\u1ebft qu\u1ea3 \u0111\u00e1nh gi\u00e1 th\u00e0nh m\u1ed9t k\u1ebf ho\u1ea1ch h\u00e0nh \u0111\u1ed9ng c\u1ee5 th\u1ec3.<\/p>\n<p>Th\u00f4ng th\u01b0\u1eddng, l\u1ed9 tr\u00ecnh ph\u00e1t tri\u1ec3n AI c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c chia th\u00e0nh ba giai \u0111o\u1ea1n ch\u00ednh:<\/p>\n<h4><strong>5.1 Giai \u0111o\u1ea1n 1: X\u00e2y D\u1ef1ng N\u1ec1n T\u1ea3ng<\/strong><\/h4>\n<p>M\u1ee5c ti\u00eau c\u1ee7a giai \u0111o\u1ea1n n\u00e0y l\u00e0 chu\u1ea9n b\u1ecb nh\u1eefng \u0111i\u1ec1u ki\u1ec7n c\u1ea7n thi\u1ebft tr\u01b0\u1edbc khi tri\u1ec3n khai AI tr\u00ean di\u1ec7n r\u1ed9ng.<\/p>\n<p>\u01afu ti\u00ean t\u1eadp trung v\u00e0o:<\/p>\n<ul>\n<li>Ho\u00e0n thi\u1ec7n quy tr\u00ecnh qu\u1ea3n tr\u1ecb d\u1eef li\u1ec7u<\/li>\n<li>N\u00e2ng cao hi\u1ec3u bi\u1ebft v\u00e0 k\u1ef9 n\u0103ng AI cho nh\u00e2n s\u1ef1<\/li>\n<li>C\u1ee7ng c\u1ed1 h\u1ea1 t\u1ea7ng c\u00f4ng ngh\u1ec7<\/li>\n<li>X\u00e2y d\u1ef1ng ch\u00ednh s\u00e1ch v\u00e0 nguy\u00ean t\u1eafc qu\u1ea3n tr\u1ecb AI<\/li>\n<\/ul>\n<h4><strong>5.2 Giai \u0111o\u1ea1n 2: Th\u1eed Nghi\u1ec7m V\u00e0 \u0110\u00e1nh Gi\u00e1 Hi\u1ec7u Qu\u1ea3<\/strong><\/h4>\n<p>Doanh nghi\u1ec7p b\u1eaft \u0111\u1ea7u tri\u1ec3n khai c\u00e1c tr\u01b0\u1eddng h\u1ee3p \u1ee9ng d\u1ee5ng AI c\u00f3 ti\u1ec1m n\u0103ng t\u1ea1o ra gi\u00e1 tr\u1ecb cao.<\/p>\n<p>\u01afu ti\u00ean t\u1eadp trung v\u00e0o:<\/p>\n<ul>\n<li>Tri\u1ec3n khai c\u00e1c d\u1ef1 \u00e1n AI \u01b0u ti\u00ean<\/li>\n<li>\u0110o l\u01b0\u1eddng hi\u1ec7u qu\u1ea3 b\u1eb1ng c\u00e1c ch\u1ec9 s\u1ed1 kinh doanh c\u1ee5 th\u1ec3<\/li>\n<li>Thu th\u1eadp ph\u1ea3n h\u1ed3i t\u1eeb ng\u01b0\u1eddi d\u00f9ng v\u00e0 c\u00e1c b\u00ean li\u00ean quan<\/li>\n<li>Ho\u00e0n thi\u1ec7n quy tr\u00ecnh v\u1eadn h\u00e0nh v\u00e0 qu\u1ea3n tr\u1ecb<\/li>\n<\/ul>\n<h4><strong>5.3 Giai \u0111o\u1ea1n 3: M\u1edf R\u1ed9ng V\u00e0 Chuy\u1ec3n \u0110\u1ed5i<\/strong><\/h4>\n<p>Khi c\u00e1c d\u1ef1 \u00e1n th\u1eed nghi\u1ec7m ch\u1ee9ng minh \u0111\u01b0\u1ee3c hi\u1ec7u qu\u1ea3, doanh nghi\u1ec7p c\u00f3 th\u1ec3 t\u1eebng b\u01b0\u1edbc m\u1edf r\u1ed9ng AI tr\u00ean quy m\u00f4 to\u00e0n t\u1ed5 ch\u1ee9c.<\/p>\n<p>\u01afu ti\u00ean t\u1eadp trung v\u00e0o:<\/p>\n<ul>\n<li>Nh\u00e2n r\u1ed9ng c\u00e1c tr\u01b0\u1eddng h\u1ee3p \u1ee9ng d\u1ee5ng th\u00e0nh c\u00f4ng<\/li>\n<li>Chu\u1ea9n h\u00f3a quy tr\u00ecnh qu\u1ea3n tr\u1ecb AI<\/li>\n<li>T\u1ed1i \u01b0u h\u00f3a hi\u1ec7u qu\u1ea3 \u0111\u1ea7u t\u01b0<\/li>\n<li>X\u00e2y d\u1ef1ng m\u00f4 h\u00ecnh v\u1eadn h\u00e0nh AI \u1edf c\u1ea5p doanh nghi\u1ec7p<\/li>\n<\/ul>\n<p>M\u1ee5c ti\u00eau cu\u1ed1i c\u00f9ng c\u1ee7a AI Readiness kh\u00f4ng ph\u1ea3i l\u00e0 tri\u1ec3n khai nhi\u1ec1u c\u00f4ng c\u1ee5 AI h\u01a1n, m\u00e0 l\u00e0 x\u00e2y d\u1ef1ng m\u1ed9t n\u1ec1n t\u1ea3ng \u0111\u1ee7 v\u1eefng ch\u1eafc \u0111\u1ec3 doanh nghi\u1ec7p c\u00f3 th\u1ec3 li\u00ean t\u1ee5c t\u1ea1o ra gi\u00e1 tr\u1ecb t\u1eeb AI trong d\u00e0i h\u1ea1n.<\/p>\n<h2><strong>Nh\u1eefng Sai L\u1ea7m Ph\u1ed5 Bi\u1ebfn Khi \u0110\u00e1nh Gi\u00e1 AI Readiness<\/strong><\/h2>\n<p>M\u1eb7c d\u00f9 ng\u00e0y c\u00e0ng nhi\u1ec1u doanh nghi\u1ec7p nh\u1eadn th\u1ee9c \u0111\u01b0\u1ee3c t\u1ea7m quan tr\u1ecdng c\u1ee7a AI Readiness, kh\u00f4ng \u00edt t\u1ed5 ch\u1ee9c v\u1eabn g\u1eb7p kh\u00f3 kh\u0103n trong qu\u00e1 tr\u00ecnh \u0111\u00e1nh gi\u00e1 v\u00e0 tri\u1ec3n khai th\u1ef1c t\u1ebf.<\/p>\n<p>Ph\u1ea7n l\u1edbn c\u00e1c th\u1ea5t b\u1ea1i kh\u00f4ng \u0111\u1ebfn t\u1eeb c\u00f4ng ngh\u1ec7 AI m\u00e0 \u0111\u1ebfn t\u1eeb vi\u1ec7c \u0111\u00e1nh gi\u00e1 sai m\u1ee9c \u0111\u1ed9 s\u1eb5n s\u00e0ng c\u1ee7a t\u1ed5 ch\u1ee9c.<\/p>\n<h3><strong>1. \u0110\u1ea7u T\u01b0 C\u00f4ng Ngh\u1ec7 Tr\u01b0\u1edbc Khi Chu\u1ea9n B\u1ecb D\u1eef Li\u1ec7u<\/strong><\/h3>\n<p>Nhi\u1ec1u doanh nghi\u1ec7p b\u1eaft \u0111\u1ea7u b\u1eb1ng vi\u1ec7c l\u1ef1a ch\u1ecdn n\u1ec1n t\u1ea3ng AI ho\u1eb7c mua c\u00e1c c\u00f4ng c\u1ee5 m\u1edbi m\u00e0 ch\u01b0a \u0111\u00e1nh gi\u00e1 ch\u1ea5t l\u01b0\u1ee3ng d\u1eef li\u1ec7u hi\u1ec7n c\u00f3.<\/p>\n<p>Trong khi \u0111\u00f3, d\u1eef li\u1ec7u l\u00e0 n\u1ec1n t\u1ea3ng c\u1ee7a m\u1ecdi h\u1ec7 th\u1ed1ng AI.<\/p>\n<p>D\u1eef li\u1ec7u ph\u00e2n t\u00e1n, thi\u1ebfu nh\u1ea5t qu\u00e1n ho\u1eb7c kh\u00f4ng \u0111\u01b0\u1ee3c qu\u1ea3n tr\u1ecb hi\u1ec7u qu\u1ea3 c\u00f3 th\u1ec3 l\u00e0m gi\u1ea3m \u0111\u00e1ng k\u1ec3 \u0111\u1ed9 ch\u00ednh x\u00e1c v\u00e0 gi\u00e1 tr\u1ecb c\u1ee7a c\u00e1c \u1ee9ng d\u1ee5ng AI.<\/p>\n<h3><strong>2. Thi\u1ebfu S\u1ef1 Cam K\u1ebft T\u1eeb Ban L\u00e3nh \u0110\u1ea1o<\/strong><\/h3>\n<p>AI th\u01b0\u1eddng \u0111\u00f2i h\u1ecfi s\u1ef1 ph\u1ed1i h\u1ee3p gi\u1eefa nhi\u1ec1u ph\u00f2ng ban kh\u00e1c nhau.<\/p>\n<p>N\u1ebfu kh\u00f4ng c\u00f3 s\u1ef1 \u0111\u1ed3ng thu\u1eadn v\u00e0 \u0111\u1ecbnh h\u01b0\u1edbng t\u1eeb c\u1ea5p l\u00e3nh \u0111\u1ea1o, c\u00e1c s\u00e1ng ki\u1ebfn AI d\u1ec5 b\u1ecb ph\u00e2n m\u1ea3nh, thi\u1ebfu ngu\u1ed3n l\u1ef1c v\u00e0 kh\u00f3 \u0111\u1ea1t \u0111\u01b0\u1ee3c t\u00e1c \u0111\u1ed9ng \u1edf quy m\u00f4 doanh nghi\u1ec7p.<\/p>\n<h3><strong>3. Ch\u1ec9 T\u1eadp Trung V\u00e0o Hi\u1ec7u Qu\u1ea3 Ng\u1eafn H\u1ea1n<\/strong><\/h3>\n<p>Nhi\u1ec1u doanh nghi\u1ec7p k\u1ef3 v\u1ecdng AI s\u1ebd nhanh ch\u00f3ng t\u1ea1o ra k\u1ebft qu\u1ea3 trong th\u1eddi gian ng\u1eafn.<\/p>\n<p>Tuy nhi\u00ean, AI Readiness l\u00e0 m\u1ed9t qu\u00e1 tr\u00ecnh ph\u00e1t tri\u1ec3n n\u0103ng l\u1ef1c d\u00e0i h\u1ea1n.<\/p>\n<p>Vi\u1ec7c ch\u1ec9 t\u1eadp trung v\u00e0o c\u00e1c k\u1ebft qu\u1ea3 ng\u1eafn h\u1ea1n c\u00f3 th\u1ec3 khi\u1ebfn doanh nghi\u1ec7p b\u1ecf qua nh\u1eefng kho\u1ea3n \u0111\u1ea7u t\u01b0 n\u1ec1n t\u1ea3ng v\u1ec1 d\u1eef li\u1ec7u, con ng\u01b0\u1eddi v\u00e0 qu\u1ea3n tr\u1ecb.<\/p>\n<h3><strong>4. Kh\u00f4ng X\u00e2y D\u1ef1ng C\u01a1 Ch\u1ebf Qu\u1ea3n Tr\u1ecb AI<\/strong><\/h3>\n<p>Khi AI ng\u00e0y c\u00e0ng \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng trong c\u00e1c ho\u1ea1t \u0111\u1ed9ng quan tr\u1ecdng, c\u00e1c v\u1ea5n \u0111\u1ec1 li\u00ean quan \u0111\u1ebfn b\u1ea3o m\u1eadt d\u1eef li\u1ec7u, t\u00ednh minh b\u1ea1ch v\u00e0 qu\u1ea3n l\u00fd r\u1ee7i ro tr\u1edf n\u00ean quan tr\u1ecdng h\u01a1n bao gi\u1edd h\u1ebft.<\/p>\n<p>N\u1ebfu kh\u00f4ng c\u00f3 c\u01a1 ch\u1ebf qu\u1ea3n tr\u1ecb ph\u00f9 h\u1ee3p, doanh nghi\u1ec7p c\u00f3 th\u1ec3 \u0111\u1ed1i m\u1eb7t v\u1edbi nh\u1eefng r\u1ee7i ro v\u1ec1 tu\u00e2n th\u1ee7, an to\u00e0n th\u00f4ng tin v\u00e0 uy t\u00edn th\u01b0\u01a1ng hi\u1ec7u.<\/p>\n<h2><strong>AI Readiness Kh\u00f4ng Ch\u1ec9 L\u00e0 S\u1eb5n S\u00e0ng V\u1ec1 C\u00f4ng Ngh\u1ec7<\/strong><\/h2>\n<p>M\u1ed9t quan ni\u1ec7m ph\u1ed5 bi\u1ebfn hi\u1ec7n nay l\u00e0 doanh nghi\u1ec7p ch\u1ec9 c\u1ea7n c\u00f3 d\u1eef li\u1ec7u v\u00e0 h\u1ea1 t\u1ea7ng c\u00f4ng ngh\u1ec7 \u0111\u1ec3 tri\u1ec3n khai AI.<\/p>\n<p>Tuy nhi\u00ean, kinh nghi\u1ec7m t\u1eeb nhi\u1ec1u ch\u01b0\u01a1ng tr\u00ecnh chuy\u1ec3n \u0111\u1ed5i AI cho th\u1ea5y c\u00f4ng ngh\u1ec7 ch\u1ec9 l\u00e0 m\u1ed9t ph\u1ea7n c\u1ee7a b\u00e0i to\u00e1n.<\/p>\n<p>M\u1ed9t doanh nghi\u1ec7p c\u00f3 th\u1ec3 s\u1edf h\u1eefu n\u1ec1n t\u1ea3ng c\u00f4ng ngh\u1ec7 hi\u1ec7n \u0111\u1ea1i nh\u01b0ng v\u1eabn g\u1eb7p kh\u00f3 kh\u0103n trong vi\u1ec7c m\u1edf r\u1ed9ng AI n\u1ebfu thi\u1ebfu chi\u1ebfn l\u01b0\u1ee3c r\u00f5 r\u00e0ng, \u0111\u1ed9i ng\u0169 nh\u00e2n s\u1ef1 ph\u00f9 h\u1ee3p ho\u1eb7c c\u01a1 ch\u1ebf qu\u1ea3n tr\u1ecb hi\u1ec7u qu\u1ea3.<\/p>\n<p>AI Readiness th\u1ef1c ch\u1ea5t l\u00e0 s\u1ef1 k\u1ebft h\u1ee3p c\u1ee7a n\u0103m y\u1ebfu t\u1ed1:<\/p>\n<ul>\n<li>T\u1ea7m nh\u00ecn v\u00e0 chi\u1ebfn l\u01b0\u1ee3c r\u00f5 r\u00e0ng<\/li>\n<li>D\u1eef li\u1ec7u ch\u1ea5t l\u01b0\u1ee3ng v\u00e0 c\u00f3 kh\u1ea3 n\u0103ng khai th\u00e1c<\/li>\n<li>H\u1ea1 t\u1ea7ng c\u00f4ng ngh\u1ec7 ph\u00f9 h\u1ee3p<\/li>\n<li>Con ng\u01b0\u1eddi v\u00e0 v\u0103n h\u00f3a s\u1eb5n s\u00e0ng thay \u0111\u1ed5i<\/li>\n<li>Qu\u1ea3n tr\u1ecb v\u00e0 ki\u1ec3m so\u00e1t r\u1ee7i ro hi\u1ec7u qu\u1ea3<\/li>\n<\/ul>\n<p>Khi c\u00e1c y\u1ebfu t\u1ed1 n\u00e0y \u0111\u01b0\u1ee3c ph\u00e1t tri\u1ec3n \u0111\u1ed3ng b\u1ed9, doanh nghi\u1ec7p s\u1ebd c\u00f3 n\u1ec1n t\u1ea3ng v\u1eefng ch\u1eafc \u0111\u1ec3 tri\u1ec3n khai AI \u1edf quy m\u00f4 l\u1edbn v\u00e0 t\u1ea1o ra gi\u00e1 tr\u1ecb kinh doanh b\u1ec1n v\u1eefng.<\/p>\n<p>Ng\u01b0\u1ee3c l\u1ea1i, ch\u1ec9 c\u1ea7n m\u1ed9t trong nh\u1eefng y\u1ebfu t\u1ed1 tr\u00ean tr\u1edf th\u00e0nh \u0111i\u1ec3m ngh\u1ebdn, to\u00e0n b\u1ed9 ch\u01b0\u01a1ng tr\u00ecnh AI c\u00f3 th\u1ec3 b\u1ecb \u1ea3nh h\u01b0\u1edfng.<\/p>\n<p>\u0110\u00f3 l\u00e0 l\u00fd do c\u00e1c t\u1ed5 ch\u1ee9c ti\u00ean phong kh\u00f4ng xem AI Readiness l\u00e0 m\u1ed9t b\u00e0i ki\u1ec3m tra c\u00f4ng ngh\u1ec7, m\u00e0 l\u00e0 m\u1ed9t qu\u00e1 tr\u00ecnh \u0111\u00e1nh gi\u00e1 n\u0103ng l\u1ef1c t\u1ed5 ch\u1ee9c t\u1ed5ng th\u1ec3 tr\u01b0\u1edbc khi b\u01b0\u1edbc v\u00e0o giai \u0111o\u1ea1n chuy\u1ec3n \u0111\u1ed5i b\u1eb1ng AI.<\/p>\n<h2><strong>T\u1ea1m K\u1ebft<\/strong><\/h2>\n<p>AI \u0111ang nhanh ch\u00f3ng tr\u1edf th\u00e0nh m\u1ed9t n\u0103ng l\u1ef1c c\u1ea1nh tranh c\u1ed1t l\u00f5i \u0111\u1ed1i v\u1edbi doanh nghi\u1ec7p trong m\u1ecdi l\u0129nh v\u1ef1c. Tuy nhi\u00ean, gi\u00e1 tr\u1ecb th\u1ef1c s\u1ef1 c\u1ee7a AI kh\u00f4ng \u0111\u1ebfn t\u1eeb s\u1ed1 l\u01b0\u1ee3ng c\u00f4ng c\u1ee5 s\u1edf h\u1eefu hay c\u00e1c d\u1ef1 \u00e1n th\u1eed nghi\u1ec7m r\u1eddi r\u1ea1c, m\u00e0 \u0111\u1ebfn t\u1eeb kh\u1ea3 n\u0103ng bi\u1ebfn AI th\u00e0nh m\u1ed9t ph\u1ea7n trong DNA v\u1eadn h\u00e0nh v\u00e0 m\u00f4 h\u00ecnh t\u1ea1o gi\u00e1 tr\u1ecb c\u1ee7a t\u1ed5 ch\u1ee9c. \u0110\u00f3 c\u0169ng l\u00e0 l\u00fd do <strong>AI Readiness<\/strong> ng\u00e0y c\u00e0ng \u0111\u01b0\u1ee3c xem l\u00e0 b\u01b0\u1edbc \u0111i chi\u1ebfn l\u01b0\u1ee3c kh\u00f4ng th\u1ec3 b\u1ecf qua tr\u01b0\u1edbc khi b\u1eaft \u0111\u1ea7u b\u1ea5t k\u1ef3 d\u1ef1 \u00e1n c\u00f4ng ngh\u1ec7 l\u1edbn n\u00e0o.<\/p>\n<p>Trong b\u1ed1i c\u1ea3nh AI \u0111ang d\u1ecbch chuy\u1ec3n m\u1ea1nh m\u1ebd t\u1eeb giai \u0111o\u1ea1n th\u1eed nghi\u1ec7m sang tri\u1ec3n khai \u1edf quy m\u00f4 l\u1edbn, c\u00e2u h\u1ecfi quan tr\u1ecdng kh\u00f4ng c\u00f2n l\u00e0 li\u1ec7u doanh nghi\u1ec7p c\u00f3 n\u00ean \u1ee9ng d\u1ee5ng AI hay kh\u00f4ng. Th\u00e1ch th\u1ee9c th\u1ef1c s\u1ef1 n\u1eb1m \u1edf ch\u1ed7: Doanh nghi\u1ec7p \u0111\u00e3 th\u1ef1c s\u1ef1 s\u1eb5n s\u00e0ng \u0111\u1ec3 tri\u1ec3n khai AI m\u1ed9t c\u00e1ch hi\u1ec7u qu\u1ea3, an to\u00e0n v\u00e0 b\u1ec1n v\u1eefng hay ch\u01b0a?<\/p>\n<p>Vi\u1ec7c \u0111\u00e1nh gi\u00e1 <strong>AI Readiness<\/strong> to\u00e0n di\u1ec7n t\u1eeb chi\u1ebfn l\u01b0\u1ee3c, h\u1ea1 t\u1ea7ng d\u1eef li\u1ec7u \u0111\u1ebfn n\u0103ng l\u1ef1c nh\u00e2n s\u1ef1 ngay h\u00f4m nay ch\u00ednh l\u00e0 chi\u1ebfc ch\u00eca kh\u00f3a gi\u00fap doanh nghi\u1ec7p \u0111\u1ecbnh v\u1ecb ch\u00ednh x\u00e1c n\u1ed9i l\u1ef1c, l\u1ea5p \u0111\u1ea7y c\u00e1c kho\u1ea3ng tr\u1ed1ng h\u1ec7 th\u1ed1ng v\u00e0 x\u00e2y d\u1ef1ng m\u1ed9t l\u1ed9 tr\u00ecnh t\u0103ng tr\u01b0\u1edfng d\u1ef1a tr\u00ean d\u1eef li\u1ec7u (data-driven) v\u1eefng ch\u1eafc.<\/p>\n<p>\u0110\u1ec3 gi\u00fap c\u00e1c doanh nghi\u1ec7p Vi\u1ec7t Nam kh\u00f4ng b\u1ecb l\u1ea1c l\u1ed1i gi\u1eefa l\u00e0n s\u00f3ng c\u00f4ng ngh\u1ec7, <a href=\"https:\/\/lollypop.design\/\" target=\"_blank\" rel=\"noopener\">Lollypop <\/a>lu\u00f4n s\u1eb5n s\u00e0ng \u0111\u1ed3ng h\u00e0nh c\u00f9ng b\u1ea1n trong vi\u1ec7c chu\u1ea9n h\u00f3a quy tr\u00ecnh \u0111\u00e1nh gi\u00e1 m\u1ee9c \u0111\u1ed9 s\u1eb5n s\u00e0ng, t\u1ed1i \u01b0u h\u00f3a ki\u1ebfn tr\u00fac d\u1eef li\u1ec7u v\u00e0 thi\u1ebft k\u1ebf c\u00e1c gi\u1ea3i ph\u00e1p AI th\u1ef1c chi\u1ebfn nh\u1eb1m mang l\u1ea1i hi\u1ec7u qu\u1ea3 kinh t\u1ebf (ROI) r\u00f5 r\u00e0ng nh\u1ea5t. H\u00e3y ch\u1ee7 \u0111\u1ed9ng chu\u1ea9n b\u1ecb cho t\u01b0\u01a1ng lai k\u1ef9 thu\u1eadt s\u1ed1 v\u00e0 <a href=\"https:\/\/lollypop.design\/project-enquiry\/\" target=\"_blank\" rel=\"noopener\">k\u1ebft n\u1ed1i v\u1edbi Lollypop <\/a>ngay h\u00f4m nay \u0111\u1ec3 c\u00f9ng \u0111\u1ecbnh h\u00ecnh l\u1ed9 tr\u00ecnh chuy\u1ec3n \u0111\u1ed5i AI t\u1ed1i \u01b0u cho doanh nghi\u1ec7p c\u1ee7a b\u1ea1n.<br>\n<a href=\"https:\/\/spot.lollypop.design\/\" target=\"_blank\" rel=\"noopener\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter\" title=\"AI discoverability platform\" src=\"https:\/\/storage.googleapis.com\/websiteasset\/uploads\/9ef2e1da-ai-discoverability-platform.webp\" alt=\"AI discoverability platform\" width=\"1671\" height=\"478\"><\/a><\/p>\n<h2><strong>C\u00e2u H\u1ecfi Th\u01b0\u1eddng G\u1eb7p V\u1ec1 AI Readiness<\/strong><\/h2>\n<h3><strong>1. AI Readiness l\u00e0 g\u00ec?<\/strong><\/h3>\n<p>AI Readiness l\u00e0 m\u1ee9c \u0111\u1ed9 s\u1eb5n s\u00e0ng c\u1ee7a doanh nghi\u1ec7p trong vi\u1ec7c tri\u1ec3n khai, qu\u1ea3n l\u00fd v\u00e0 m\u1edf r\u1ed9ng c\u00e1c s\u00e1ng ki\u1ebfn AI nh\u1eb1m t\u1ea1o ra gi\u00e1 tr\u1ecb kinh doanh. Kh\u00e1i ni\u1ec7m n\u00e0y bao g\u1ed3m nhi\u1ec1u y\u1ebfu t\u1ed1 nh\u01b0 chi\u1ebfn l\u01b0\u1ee3c, d\u1eef li\u1ec7u, c\u00f4ng ngh\u1ec7, nh\u00e2n s\u1ef1, qu\u1ea3n tr\u1ecb v\u00e0 kh\u1ea3 n\u0103ng \u0111o l\u01b0\u1eddng hi\u1ec7u qu\u1ea3 \u0111\u1ea7u t\u01b0.<\/p>\n<h3><strong>2. AI Readiness kh\u00e1c g\u00ec AI Maturity?<\/strong><\/h3>\n<p>AI Readiness t\u1eadp trung v\u00e0o vi\u1ec7c \u0111\u00e1nh gi\u00e1 doanh nghi\u1ec7p \u0111\u00e3 s\u1eb5n s\u00e0ng tri\u1ec3n khai AI hay ch\u01b0a.<\/p>\n<p>Trong khi \u0111\u00f3, AI Maturity \u0111\u00e1nh gi\u00e1 m\u1ee9c \u0111\u1ed9 tr\u01b0\u1edfng th\u00e0nh c\u1ee7a doanh nghi\u1ec7p tr\u00ean h\u00e0nh tr\u00ecnh \u1ee9ng d\u1ee5ng AI v\u00e0 ph\u1ea3n \u00e1nh kh\u1ea3 n\u0103ng t\u00edch h\u1ee3p AI v\u00e0o ho\u1ea1t \u0111\u1ed9ng v\u1eadn h\u00e0nh theo th\u1eddi gian.<\/p>\n<p>N\u00f3i c\u00e1ch kh\u00e1c, AI Readiness l\u00e0 \u0111i\u1ec3m xu\u1ea5t ph\u00e1t, c\u00f2n AI Maturity l\u00e0 k\u1ebft qu\u1ea3 c\u1ee7a qu\u00e1 tr\u00ecnh ph\u00e1t tri\u1ec3n.<\/p>\n<h3><strong>3. V\u00ec sao doanh nghi\u1ec7p c\u1ea7n \u0111\u00e1nh gi\u00e1 AI Readiness tr\u01b0\u1edbc khi tri\u1ec3n khai AI?<\/strong><\/h3>\n<p>Vi\u1ec7c \u0111\u00e1nh gi\u00e1 AI Readiness gi\u00fap doanh nghi\u1ec7p x\u00e1c \u0111\u1ecbnh nh\u1eefng kho\u1ea3ng tr\u1ed1ng v\u1ec1 d\u1eef li\u1ec7u, c\u00f4ng ngh\u1ec7, nh\u00e2n s\u1ef1 v\u00e0 qu\u1ea3n tr\u1ecb tr\u01b0\u1edbc khi \u0111\u1ea7u t\u01b0 v\u00e0o AI.<\/p>\n<p>\u0110i\u1ec1u n\u00e0y gi\u00fap gi\u1ea3m thi\u1ec3u r\u1ee7i ro, t\u1ed1i \u01b0u chi ph\u00ed \u0111\u1ea7u t\u01b0 v\u00e0 t\u0103ng kh\u1ea3 n\u0103ng th\u00e0nh c\u00f4ng khi tri\u1ec3n khai AI \u1edf quy m\u00f4 l\u1edbn.<\/p>\n<h3><strong>4. Doanh nghi\u1ec7p v\u1eeba v\u00e0 nh\u1ecf c\u00f3 c\u1ea7n \u0111\u00e1nh gi\u00e1 AI Readiness kh\u00f4ng?<\/strong><\/h3>\n<p>C\u00f3. AI Readiness kh\u00f4ng ch\u1ec9 d\u00e0nh cho c\u00e1c t\u1eadp \u0111o\u00e0n l\u1edbn. Doanh nghi\u1ec7p v\u1eeba v\u00e0 nh\u1ecf c\u0169ng c\u1ea7n \u0111\u00e1nh gi\u00e1 m\u1ee9c \u0111\u1ed9 s\u1eb5n s\u00e0ng \u0111\u1ec3 x\u00e1c \u0111\u1ecbnh nh\u1eefng c\u01a1 h\u1ed9i \u1ee9ng d\u1ee5ng AI ph\u00f9 h\u1ee3p v\u1edbi ngu\u1ed3n l\u1ef1c hi\u1ec7n c\u00f3 v\u00e0 tr\u00e1nh \u0111\u1ea7u t\u01b0 d\u00e0n tr\u1ea3i v\u00e0o c\u00e1c c\u00f4ng ngh\u1ec7 ch\u01b0a th\u1ef1c s\u1ef1 c\u1ea7n thi\u1ebft.<\/p>\n<h3><strong>5. Doanh nghi\u1ec7p c\u00f3 c\u1ea7n d\u1eef li\u1ec7u l\u1edbn m\u1edbi tri\u1ec3n khai \u0111\u01b0\u1ee3c AI kh\u00f4ng?<\/strong><\/h3>\n<p>Kh\u00f4ng nh\u1ea5t thi\u1ebft. \u0110i\u1ec1u quan tr\u1ecdng kh\u00f4ng ph\u1ea3i l\u00e0 s\u1ed1 l\u01b0\u1ee3ng d\u1eef li\u1ec7u m\u00e0 l\u00e0 ch\u1ea5t l\u01b0\u1ee3ng, t\u00ednh nh\u1ea5t qu\u00e1n v\u00e0 kh\u1ea3 n\u0103ng khai th\u00e1c d\u1eef li\u1ec7u.<\/p>\n<p>Nhi\u1ec1u \u1ee9ng d\u1ee5ng AI c\u00f3 th\u1ec3 t\u1ea1o ra gi\u00e1 tr\u1ecb \u0111\u00e1ng k\u1ec3 ngay c\u1ea3 khi doanh nghi\u1ec7p s\u1edf h\u1eefu l\u01b0\u1ee3ng d\u1eef li\u1ec7u kh\u00f4ng qu\u00e1 l\u1edbn nh\u01b0ng \u0111\u01b0\u1ee3c qu\u1ea3n l\u00fd t\u1ed1t.<\/p>\n<h3><strong>6. Th\u00e1ch th\u1ee9c l\u1edbn nh\u1ea5t khi tri\u1ec3n khai AI t\u1ea1i doanh nghi\u1ec7p l\u00e0 g\u00ec?<\/strong><\/h3>\n<p>\u0110\u1ed1i v\u1edbi nhi\u1ec1u t\u1ed5 ch\u1ee9c, th\u00e1ch th\u1ee9c l\u1edbn nh\u1ea5t kh\u00f4ng n\u1eb1m \u1edf c\u00f4ng ngh\u1ec7 m\u00e0 \u1edf kh\u1ea3 n\u0103ng ph\u1ed1i h\u1ee3p gi\u1eefa d\u1eef li\u1ec7u, con ng\u01b0\u1eddi v\u00e0 quy tr\u00ecnh v\u1eadn h\u00e0nh.<\/p>\n<p>D\u1eef li\u1ec7u ph\u00e2n t\u00e1n, thi\u1ebfu k\u1ef9 n\u0103ng n\u1ed9i b\u1ed9, ch\u01b0a c\u00f3 c\u01a1 ch\u1ebf qu\u1ea3n tr\u1ecb ho\u1eb7c kh\u00f3 \u0111o l\u01b0\u1eddng hi\u1ec7u qu\u1ea3 \u0111\u1ea7u t\u01b0 l\u00e0 nh\u1eefng r\u00e0o c\u1ea3n ph\u1ed5 bi\u1ebfn khi\u1ebfn c\u00e1c s\u00e1ng ki\u1ebfn AI kh\u00f3 m\u1edf r\u1ed9ng.<\/p>\n<h3><strong>7. Sau khi \u0111\u00e1nh gi\u00e1 AI Readiness, doanh nghi\u1ec7p n\u00ean l\u00e0m g\u00ec?<\/strong><\/h3>\n<p>Doanh nghi\u1ec7p n\u00ean s\u1eed d\u1ee5ng k\u1ebft qu\u1ea3 \u0111\u00e1nh gi\u00e1 \u0111\u1ec3 x\u00e1c \u0111\u1ecbnh c\u00e1c kho\u1ea3ng tr\u1ed1ng c\u1ea7n \u01b0u ti\u00ean c\u1ea3i thi\u1ec7n, x\u00e2y d\u1ef1ng l\u1ed9 tr\u00ecnh ph\u00e1t tri\u1ec3n trong 6-12 th\u00e1ng v\u00e0 l\u1ef1a ch\u1ecdn nh\u1eefng tr\u01b0\u1eddng h\u1ee3p \u1ee9ng d\u1ee5ng AI c\u00f3 kh\u1ea3 n\u0103ng t\u1ea1o ra gi\u00e1 tr\u1ecb kinh doanh r\u00f5 r\u00e0ng.<\/p>\n<p>M\u1ee5c ti\u00eau cu\u1ed1i c\u00f9ng kh\u00f4ng ph\u1ea3i l\u00e0 tri\u1ec3n khai nhi\u1ec1u c\u00f4ng c\u1ee5 AI h\u01a1n m\u00e0 l\u00e0 x\u00e2y d\u1ef1ng n\u0103ng l\u1ef1c khai th\u00e1c AI m\u1ed9t c\u00e1ch hi\u1ec7u qu\u1ea3 v\u00e0 b\u1ec1n v\u1eefng.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Theo b\u00e1o c\u00e1o The State of AI c\u1ee7a McKinsey &amp; Company, 78% t\u1ed5 ch\u1ee9c \u0111\u00e3 \u00e1p d\u1ee5ng AI trong \u00edt nh\u1ea5t m\u1ed9t ch\u1ee9c n\u0103ng kinh doanh v\u00e0o n\u0103m 2024. Tuy nhi\u00ean, ph\u1ea7n l\u1edbn doanh nghi\u1ec7p m\u1edbi ch\u1ec9 tri\u1ec3n khai AI \u1edf m\u1ed9t s\u1ed1 b\u1ed9 ph\u1eadn ho\u1eb7c quy tr\u00ecnh nh\u1ea5t \u0111\u1ecbnh, thay v\u00ec t\u00edch h\u1ee3p AI [&hellip;]<\/p>\n","protected":false},"author":24,"featured_media":25210,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[5,18],"tags":[],"blogs_category":[26,27,25],"class_list":["post-25206","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-blogs","category-june","blogs_category-banner-blog","blogs_category-blogs","blogs_category-top-blogs"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v25.9 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>AI Readiness Score L\u00e0 G\u00ec? 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