{"id":9607,"date":"2023-05-18T14:17:09","date_gmt":"2023-05-18T14:17:09","guid":{"rendered":"https:\/\/csmglobal.vn\/?p=9607"},"modified":"2023-05-18T14:17:09","modified_gmt":"2023-05-18T14:17:09","slug":"digital-transformation-xu-huong-trong-nam-2023-va-hon-the-nua","status":"publish","type":"post","link":"https:\/\/csmglobal.vn\/index.php\/2023\/05\/18\/digital-transformation-xu-huong-trong-nam-2023-va-hon-the-nua\/","title":{"rendered":"Digital Transformation \u2013 xu h\u01b0\u1edbng trong n\u0103m 2023 v\u00e0 h\u01a1n th\u1ebf n\u1eefa"},"content":{"rendered":"<p>B\u00e0i vi\u1ebft thu\u1ed9c v\u1ec1 <a href=\"https:\/\/topdev.vn\/blog\/digital-transformation-chuyen-doi-ky-thuat-so-xu-huong-va-hon-the-nua\/\">Topdeve.vn<\/a><\/p>\n<p><span>Tr\u01b0\u1edbc \u0111\u00e2y, vi\u1ec7c l\u00e0m cho s\u1ea3n ph\u1ea9m ho\u1eb7c d\u1ecbch v\u1ee5 c\u1ee7a b\u1ea1n ng\u00e0y c\u00e0ng t\u1ed1t v\u00e0 r\u1ebb h\u01a1n l\u00e0 m\u1ed9t c\u00f4ng th\u1ee9c \u201cch\u1eafc ch\u1eafn th\u00e0nh c\u00f4ng\u201d trong kinh doanh. Nh\u01b0ng th\u1eddi th\u1ebf \u0111\u00e3 qua t\u1eeb l\u00e2u l\u1eafm r\u1ed3i\u2026 T\u1ef1 \u0111\u1ed9ng h\u00f3a th\u00f4ng minh <\/span><em><strong><span>(Intelligent Automation \u2013 IA)<\/span><\/strong><\/em><span> \u0111\u00e3 s\u1eb5n s\u00e0ng cho s\u1ef1 ph\u00e1t tri\u1ec3n b\u00f9ng n\u1ed5. Tr\u01b0\u1edbc \u0111\u00e2y, IA \u0111\u00e3 b\u1ecb gi\u1edbi h\u1ea1n trong vi\u1ec7c h\u1ed7 tr\u1ee3 c\u00e1c quy tr\u00ecnh r\u1ea5t ph\u1ee9c t\u1ea1p nh\u01b0 qu\u1ea3n l\u00fd t\u00e0i ch\u00ednh trong ng\u00e2n h\u00e0ng v\u00e0 cung c\u1ea5p d\u1ecbch v\u1ee5 tr\u00ean c\u00e1c m\u1ea1ng vi\u1ec5n th\u00f4ng x\u1eed l\u00fd th\u00f4ng tin.<\/span><\/p>\n<p><span>Nh\u01b0ng n\u1ec1n kinh t\u1ebf \u0111\u00e3 thay \u0111\u1ed5i v\u1edbi s\u1ef1 b\u00f9ng n\u1ed5 c\u1ee7a \u0111i\u1ec7n to\u00e1n \u0111\u00e1m m\u00e2y, v\u00e0 v\u1edbi s\u1ef1 ph\u00e1t tri\u1ec3n \u0111\u00e1ng kinh ng\u1ea1c c\u1ee7a tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o \u2013 AI\u00a0<\/span><strong><em><span>)<\/span><\/em><\/strong><span> , l\u1ee3i th\u1ebf c\u1ea1nh tranh c\u00f3 th\u1ec3 tan bi\u1ebfn trong nh\u00e1y m\u1eaft. Theo Credit Suisse, tu\u1ed5i trung b\u00ecnh c\u1ee7a m\u1ed9t c\u00f4ng ty trong l\u0129nh v\u1ef1c S&amp;P 500 \u0111\u00e3 gi\u1ea3m t\u1eeb 60 tu\u1ed5i trong nh\u1eefng n\u0103m 1950 xu\u1ed1ng d\u01b0\u1edbi 20 n\u0103m nay. G\u1ea7n m\u1ed9t n\u1eeda s\u1ed1 c\u00f4ng ty tr\u00ean Fortune 500 \u0111\u00e3 bi\u1ebfn m\u1ea5t trong 20 n\u0103m qua. V\u00e0 40% trong danh s\u00e1ch h\u00f4m nay s\u1ebd bi\u1ebfn m\u1ea5t trong v\u00f2ng 10 n\u0103m t\u1edbi. C\u00e2u h\u1ecfi l\u00e0\u00a0 l\u00e0m th\u1ebf n\u00e0o \u0111\u1ec3 b\u1ea1n v\u01b0\u1ee3t qua m\u1ed1i \u0111e d\u1ecda kh\u00f4ng ng\u1eebng ngh\u1ec9 c\u1ee7a gi\u00e1n \u0111o\u1ea1n?<\/span><\/p>\n<p><span>C\u00e1c t\u1ed5 ch\u1ee9c th\u00e0nh c\u00f4ng nh\u1ea5t nh\u00ecn th\u1ea5y s\u1ef1 gi\u00e1n \u0111o\u1ea1n s\u1eafp t\u1edbi.\u00a0Do \u0111\u00f3, h\u1ecd xoay v\u00f2ng \u0111\u1ec3 bi\u1ebfn n\u00f3 th\u00e0nh c\u01a1 h\u1ed9i cho s\u1ef1 \u0111\u1ed5i m\u1edbi v\u00e0 t\u0103ng tr\u01b0\u1edfng.\u00a0V\u00ec v\u1eady, ch\u00fang t\u00f4i \u0111\u00e3 tham kh\u1ea3o quan \u0111i\u1ec3m c\u1ee7a c\u00e1c chuy\u00ean gia \u0111\u1ec3 c\u00f3 \u0111\u01b0\u1ee3c th\u00f4ng tin v\u1ec1 c\u00e1c xu h\u01b0\u1edbng k\u1ef9 thu\u1eadt s\u1ed1 hot nh\u1ea5t cho n\u0103m 2023 v\u00e0 h\u01a1n th\u1ebf n\u1eefa.\u00a0D\u01b0\u1edbi \u0111\u00e2y l\u00e0 b\u1ea3n t\u00f3m t\u1eaft v\u1edbi c\u00e1c th\u00f4ng s\u1ed1 v\u1ec1 xu h\u01b0\u1edbng \u0111\u00f3:<\/span><\/p>\n<ul>\n<li><strong><em><span>V\u00e0o n\u0103m 2020, 30% doanh nghi\u1ec7p l\u1edbn s\u1ebd b\u1eaft \u0111\u1ea7u t\u1ea1o doanh thu d\u01b0\u1edbi d\u1ea1ng d\u1eef li\u1ec7u khi c\u00f3 s\u1ef1 tr\u1ee3 gi\u00fap c\u1ee7a AI<\/span><\/em><\/strong><\/li>\n<li><strong><em><span>V\u00e0o n\u0103m 2020, h\u01a1n 40% ng\u01b0\u1eddi s\u00e1ng t\u1ea1o chuy\u1ec3n \u0111\u1ed5i k\u1ef9 thu\u1eadt s\u1ed1 s\u1ebd s\u1eed d\u1ee5ng c\u00e1c d\u1ecbch v\u1ee5 AI<\/span><\/em><\/strong><\/li>\n<li><strong><em><span>\u0110\u1ebfn n\u0103m 2021, 75% \u1ee9ng d\u1ee5ng doanh nghi\u1ec7p th\u01b0\u01a1ng m\u1ea1i s\u1ebd t\u01b0\u01a1ng t\u00e1c v\u1edbi AI v\u00e0 h\u01a1n 50% ng\u01b0\u1eddi d\u00f9ng s\u1ebd t\u01b0\u01a1ng t\u00e1c v\u1edbi AI<\/span><\/em><\/strong><\/li>\n<li><strong><em><span>\u0110\u1ebfn n\u0103m 2022, c\u00e1c tr\u1ee3 l\u00fd k\u1ef9 thu\u1eadt s\u1ed1 v\u00e0 bot c\u00e1 nh\u00e2n s\u1ebd \u1ea3nh h\u01b0\u1edfng \u0111\u1ebfn 10% t\u1ed5ng doanh s\u1ed1.<\/span><\/em><\/strong><\/li>\n<\/ul>\n<p><span>Trong khi \u0111\u00f3, c\u00e1c chuy\u00ean gia cho r\u1eb1ng t\u01b0\u01a1ng lai s\u1ebd xu\u1ea5t hi\u1ec7n nhi\u1ec1u AI v\u00e0 thu\u1eadt to\u00e1n gi\u00fap \u0111\u1ee1 ch\u00fang ta nhi\u1ec1u vi\u1ec7c h\u01a1n l\u00e0 ch\u1ec9 l\u1ea5y th\u00f4ng tin \u1edf hi\u1ec7n t\u1ea1i.\u00a0V\u00e0 s\u1ef1 th\u1eadt th\u00ec AI \u0111\u00e3 \u0111\u00f3ng m\u1ed9t vai tr\u00f2 l\u1edbn h\u01a1n trong cu\u1ed9c s\u1ed1ng h\u00e0ng ng\u00e0y c\u1ee7a ch\u00fang ta.\u00a0V\u00ed d\u1ee5, c\u00e1c h\u1ec7 th\u1ed1ng th\u00f4ng minh \u0111ang \u0111\u01b0a ra h\u00e0ng t\u1ef7 l\u1ec7 quy\u1ebft \u0111\u1ecbnh m\u1ed7i ng\u00e0y \u1ea3nh h\u01b0\u1edfng \u0111\u1ebfn nhi\u1ec1u kh\u00eda c\u1ea1nh trong cu\u1ed9c s\u1ed1ng c\u1ee7a ch\u00fang ta v\u00e0 c\u00f3 th\u1ec3 n\u00f3i, AI x\u00e1c \u0111\u1ecbnh \u0111\u01b0\u1ee3c t\u1ea5t c\u1ea3 m\u1ecdi th\u1ee9.<\/span><\/p>\n<p><span>Chuy\u00ean gia tr\u1ea3i nghi\u1ec7m kh\u00e1ch h\u00e0ng, Aspect Software, \u0111\u00e3 \u0111\u01b0a ra d\u1ef1 \u0111o\u00e1n v\u1ec1 nh\u1eefng thay \u0111\u1ed5i \u0111\u1ed1i v\u1edbi trung t\u00e2m li\u00ean l\u1ea1c v\u00e0 b\u1ed1i c\u1ea3nh d\u1ecbch v\u1ee5 kh\u00e1ch h\u00e0ng v\u00e0o n\u0103m 2023.<\/span><\/p>\n<p><span>\u0110\u00f3 l\u00e0 l\u00fd do t\u1ea1i sao c\u00e1c chuy\u00ean gia v\u1ec1 AI nh\u01b0 Joanna Bryson n\u00f3i r\u1eb1ng \u0111i\u1ec1u \u0111\u00f3 r\u1ea5t c\u1ea7n thi\u1ebft \u0111\u1ec3 ch\u00fang ta hi\u1ec3u c\u00e1ch AI \u0111\u01b0a ra quy\u1ebft \u0111\u1ecbnh, c\u00e1ch n\u00f3 quy\u1ebft \u0111\u1ecbnh nh\u1eefng g\u00ec ch\u00fang ta th\u1ea5y v\u00e0 nh\u1eefng g\u00ec ch\u00fang ta kh\u00f4ng th\u1ec3 th\u1ea5y c\u00f9ng v\u1edbi nh\u1eefng g\u00ec ch\u00fang ta kh\u00f4ng th\u1ec3 l\u00e0m. V\u1ea5n \u0111\u1ec1 tr\u00e1ch nhi\u1ec7m c\u1ee7a ai.<\/span><\/p>\n<figure id=\"attachment_9609\" aria-describedby=\"caption-attachment-9609\" style=\"width: 900px\" class=\"wp-caption aligncenter\"><img decoding=\"async\" class=\"wp-image-9609\" src=\"https:\/\/csmglobal.vn\/wp-content\/uploads\/2023\/05\/AI2-e1512068169129.jpg\" alt=\"\" width=\"900\" height=\"469\" srcset=\"https:\/\/csmglobal.vn\/wp-content\/uploads\/2023\/05\/AI2-e1512068169129.jpg 1600w, https:\/\/csmglobal.vn\/wp-content\/uploads\/2023\/05\/AI2-e1512068169129-768x400.jpg 768w, https:\/\/csmglobal.vn\/wp-content\/uploads\/2023\/05\/AI2-e1512068169129-1536x801.jpg 1536w, https:\/\/csmglobal.vn\/wp-content\/uploads\/2023\/05\/AI2-e1512068169129-600x313.jpg 600w\" sizes=\"(max-width: 900px) 100vw, 900px\" \/><figcaption id=\"caption-attachment-9609\" class=\"wp-caption-text\">Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o l\u00e0 \u0111i\u1ec1u thi\u1ebft y\u1ebfu &#8211; \u1ea2nh minh h\u1ecda<\/figcaption><\/figure>\n<p><em><b><span>\u201cT\u00f4i s\u1ebd ch\u1ee9ng minh r\u1eb1ng ch\u00fang t\u00f4i \u0111\u1ee9ng sau nh\u1eefng ph\u1ea7n m\u1ec1m n\u00e0y v\u00e0 ph\u1ea3i ch\u1ecbu tr\u00e1ch nhi\u1ec7m v\u1ec1 nh\u1eefng g\u00ec ch\u00fang t\u00f4i \u0111\u00e3 l\u00e0m\u201d<\/span><\/b><\/em><span>\u00a0\u2013 Bryson, m\u1ed9t nh\u00e0 khoa h\u1ecdc m\u00e1y t\u00ednh t\u1ea1i \u0110\u1ea1i h\u1ecdc Bath \u1edf V\u01b0\u01a1ng qu\u1ed1c Anh cho bi\u1ebft.<\/span><\/p>\n<p><span>AI r\u1ea5t quan tr\u1ecdng v\u00e0 n\u00f3 hi\u1ec7n di\u1ec7n xung quanh ch\u00fang ta.\u00a0V\u00e0 c\u00f3 th\u1ec3 nh\u1eefng th\u1ee9c th\u1ee9c l\u1edbn nh\u1ea5t m\u00e0 ch\u00fang t\u00f4i s\u1ebd ph\u1ea3i \u0111\u1ed1i m\u1eb7t trong t\u01b0\u01a1ng lai l\u00e0 \u1ea3nh h\u01b0\u1edfng c\u1ee7a ch\u00ednh tr\u1ecb gia, kinh t\u1ebf v\u00e0 x\u00e3 h\u1ed9i c\u1ee7a vi\u1ec7c l\u00e0m kh\u00f4ng t\u1ed1i \u01b0u \u0111\u1ed3ng b\u1ed9 h\u00f3a AI hi\u1ec7n nay.<\/span><\/p>\n<p><span>Byson chia s\u1ebb \u201cCh\u00fang t\u00f4i \u0111\u00e3 th\u1ef1c hi\u1ec7n b\u01b0\u1edbc nh\u1ea3y v\u1ecdt v\u1ec1 AI t\u1eeb n\u0103m 2007 \u0111\u1ebfn n\u0103m 2017, b\u1edfi v\u00ec ch\u00fang t\u00f4i c\u00f3 nhi\u1ec1u d\u1eef li\u1ec7u h\u01a1n v\u00e0 ch\u00fang t\u00f4i \u0111\u00e3 c\u1ea3i ti\u1ebfn Machine Learning r\u1ea5t nhi\u1ec1u.\u00a0V\u1ec1 l\u00e2u d\u00e0i, t\u00f4i ngh\u0129 r\u1eb1ng \u0111i\u1ec1u n\u00e0y s\u1ebd th\u00fac \u0111\u1ea9y t\u1ed1c \u0111\u1ed9 ph\u00e1t tri\u1ec3n c\u1ee7a ch\u00fang t\u00f4i.\u00a0V\u00ec v\u1eady, b\u00e2y gi\u1edd l\u00e0 th\u1eddi \u0111i\u1ec3m t\u1ed1t nh\u1ea5t \u0111\u1ec3 t\u00ecm ra c\u00e1ch t\u00edch h\u1ee3p AI v\u00e0o cu\u1ed9c s\u1ed1ng c\u1ee7a ch\u00fang ta\u201d.<\/span><\/p>\n<figure id=\"attachment_9610\" aria-describedby=\"caption-attachment-9610\" style=\"width: 900px\" class=\"wp-caption aligncenter\"><img decoding=\"async\" class=\"wp-image-9610\" src=\"https:\/\/csmglobal.vn\/wp-content\/uploads\/2023\/05\/IoT-AI-1348x900.jpg\" alt=\"\" width=\"900\" height=\"601\" srcset=\"https:\/\/csmglobal.vn\/wp-content\/uploads\/2023\/05\/IoT-AI-1348x900.jpg 1348w, https:\/\/csmglobal.vn\/wp-content\/uploads\/2023\/05\/IoT-AI-768x513.jpg 768w, https:\/\/csmglobal.vn\/wp-content\/uploads\/2023\/05\/IoT-AI-1536x1025.jpg 1536w, https:\/\/csmglobal.vn\/wp-content\/uploads\/2023\/05\/IoT-AI-600x401.jpg 600w, https:\/\/csmglobal.vn\/wp-content\/uploads\/2023\/05\/IoT-AI.jpg 1600w\" sizes=\"(max-width: 900px) 100vw, 900px\" \/><figcaption id=\"caption-attachment-9610\" class=\"wp-caption-text\">C\u00e1c th\u00e0nh ph\u1ed1 \u0111\u1ed1i di\u1ec7n v\u1edbi t\u00e1c \u0111\u1ed9ng c\u1ee7a Ai &#8211; \u1ea2nh internet<\/figcaption><\/figure>\n<p><span>Morgan Frank \u2013 nh\u00e0 nghi\u00ean c\u1ee9u t\u1ea1i MIT Media Lab v\u00e0 \u0111\u1ed3ng t\u00e1c gi\u1ea3 c\u1ee7a \u201cC\u00e1c th\u00e0nh ph\u1ed1 nh\u1ecf ph\u1ea3i \u0111\u1ed1i m\u1eb7t v\u1edbi t\u00e1c \u0111\u1ed9ng l\u1edbn h\u01a1n t\u1eeb t\u1ef1 \u0111\u1ed9ng h\u00f3a.\u201d\u00a0(Th\u00e0nh ph\u1ed1 nh\u1ecf \u0111\u1ed1i m\u1eb7t v\u1edbi t\u00e1c \u0111\u1ed9ng l\u1edbn t\u1eeb \u0111\u1ed9ng h\u00f3a) \u0111\u00e3 nh\u1eadn \u0111\u1ecbnh r\u1eb1ng\u00a0<\/span><em><span>\u201cS\u1ebd ng\u00e0y c\u00e0ng kh\u00f3 nh\u1eadn ra b\u1ea1n \u0111ang l\u00e0m vi\u1ec7c v\u1edbi c\u00f4ng ngh\u1ec7, b\u1edfi v\u00ec n\u00f3 \u1edf xung quanh ta v\u00e0 s\u1ebd c\u00f3 nhi\u1ec1u ti\u1ec7n \u00edch m\u00e0 ch\u00fang ta mong mu\u1ed1n \u0111\u1ee3i xu\u1ea5t hi\u1ec7n, v\u00ed d\u1ee5 nh\u01b0 Amazon Echo\u201d.<\/span><\/em><\/p>\n<p><span>IA ng\u00e0y c\u00e0ng r\u1ebb h\u01a1n v\u00e0 d\u1ec5 l\u00e0m h\u01a1n.\u00a0\u0110i\u1ec1u \u0111\u00f3 c\u00f3 ngh\u0129a l\u00e0 c\u00e1c c\u00f4ng ty s\u1ebd s\u1eed d\u1ee5ng n\u00f3 \u0111\u1ec3 th\u1ef1c hi\u1ec7n m\u1ed9t lo\u1ea1t c\u00e1c c\u00f4ng vi\u1ec7c tr\u00ean to\u00e0n b\u1ed9 t\u1ed5 ch\u1ee9c.\u00a0V\u00ed d\u1ee5, nhi\u1ec1u ng\u01b0\u1eddi \u0111ang t\u1eadn h\u01b0\u1edfng vi\u1ec7c s\u1eed d\u1ee5ng IA \u0111\u1ec3 cung c\u1ea5p d\u1ecbch v\u1ee5 cho kh\u00e1ch h\u00e0ng t\u1ed1t h\u01a1n, nhanh h\u01a1n.\u00a0Nh\u1eefng ng\u01b0\u1eddi kh\u00e1c \u0111ang \u00e1p d\u1ee5ng IA \u0111\u1ec3 c\u00f3 kh\u1ea3 n\u0103ng hi\u1ec3n th\u1ecb nhi\u1ec1u h\u01a1n tr\u00ean c\u00e1c k\u00eanh b\u00e1n h\u00e0ng, m\u00f4 h\u00ecnh ho\u1ea1t \u0111\u1ed9ng v\u00e0 ho\u1ea1t \u0111\u1ed9ng h\u00e0ng ng\u00e0y c\u1ee7a h\u1ecd.<\/span><\/p>\n<figure id=\"attachment_9611\" aria-describedby=\"caption-attachment-9611\" style=\"width: 900px\" class=\"wp-caption aligncenter\"><img decoding=\"async\" class=\"wp-image-9611\" src=\"https:\/\/csmglobal.vn\/wp-content\/uploads\/2023\/05\/BANNER-1-06.png\" alt=\"\" width=\"900\" height=\"471\" srcset=\"https:\/\/csmglobal.vn\/wp-content\/uploads\/2023\/05\/BANNER-1-06.png 1200w, https:\/\/csmglobal.vn\/wp-content\/uploads\/2023\/05\/BANNER-1-06-768x402.png 768w, https:\/\/csmglobal.vn\/wp-content\/uploads\/2023\/05\/BANNER-1-06-600x314.png 600w\" sizes=\"(max-width: 900px) 100vw, 900px\" \/><figcaption id=\"caption-attachment-9611\" class=\"wp-caption-text\">Vietnam Mobile Day n\u0103m th\u1ee9 9 v\u1edbi nhi\u1ec1u ch\u1ee7 \u0111\u1ec1 h\u1ea5p d\u1eabn v\u1ec1 Mobile Transformation &#8211; \u1ea2nh internet<\/figcaption><\/figure>\n<p><span>N\u00f3i c\u00e1ch kh\u00e1c, n\u1ebfu b\u1ea1n \u0111ang ch\u1edd \u0111\u1ee3i chu k\u1ef3 c\u01b0\u1eddng \u0111\u1ed9 IA l\u1eafng nghe xu\u1ed1ng.\u00a0Ho\u1eb7c, n\u1ebfu b\u1ea1n c\u00f3 k\u1ebf ho\u1ea1ch \u0111i ch\u1eadm \u0111\u1ec3 m\u1edf r\u1ed9ng quy m\u00f4 th\u00ed nghi\u1ec7m \u0111i\u1ec3m IA \u0111\u00f3 t\u1ea1i m\u1ed9t trong c\u00e1c \u0111\u01a1n v\u1ecb kinh doanh c\u1ee7a b\u1ea1n.\u00a0H\u00e3y suy ngh\u0129 l\u1ea1i, b\u1edfi v\u00ec c\u00e1c doanh nghi\u1ec7p kh\u00f4ng t\u1ef1 \u0111\u1ed9ng n\u1eafm l\u1ea5y c\u01a1 h\u1ed9i n\u00e0y (IA) s\u1ebd \u201ct\u1ef1 \u0111\u1ed9ng\u201d tan bi\u1ebfn kh\u1ecfi th\u1ecb tr\u01b0\u1eddng \u0111\u1ea7y t\u00ednh kh\u1eafc nghi\u1ec7t v\u00e0 \u0111\u00e0o th\u1ea3i.<\/span><\/p>\n<p><span>\u0110\u00e2y l\u00e0 l\u00fd do t\u1ea1i sao nhi\u1ec1u CXO \u0111ang xoay v\u00f2ng t\u1eeb kho\u1ea3n ti\u1ebft ki\u1ec7m \u0111i\u1ec7n n\u0103ng chi ph\u00ed 10% c\u1ee7a qu\u00e1 kh\u1ee9 \u0111\u1ec3 b\u00f9 \u0111\u1eafp v\u00e0o kho\u1ea3n ti\u1ebft ki\u1ec7m \u0111i\u1ec7n n\u0103ng chi ph\u00ed t\u1eeb 20 \u0111\u1ebfn 40% cho k\u1ef9 thu\u1eadt s\u1ed1 lao \u0111\u1ed9ng.\u00a0V\u00e0 xu h\u01b0\u1edbng n\u00e0y s\u1ebd ti\u1ebfp t\u1ee5c trong n\u0103m 2023, theo k\u1ebft qu\u1ea3 kh\u1ea3o s\u00e1t c\u00f4ng vi\u1ec7c trong t\u01b0\u01a1ng lai c\u1ee7a Appian, do IDG th\u1ef1c hi\u1ec7n:<\/span><\/p>\n<ul>\n<li><b><span>54% \u0111\u00e3 c\u00f3 ho\u1eb7c \u0111ang c\u00f3 k\u1ebf ho\u1ea1ch khai th\u00e1c Machine Learning<\/span><\/b><\/li>\n<li><b><span>75% \u0111\u00e3 ph\u00e1t tri\u1ec3n khai ho\u1eb7c c\u00f3 k\u1ebf ho\u1ea1ch ph\u00e1t tri\u1ec3n IA trong n\u0103m t\u1edbi<\/span><\/b><\/li>\n<li><b><span>41% k\u1ebf ho\u1ea1ch th\u1ef1c hi\u1ec7n IA v\u00e0o n\u0103m 20122<\/span><\/b><\/li>\n<\/ul>\n<p><span>S\u1ef1 ph\u00e1t tri\u1ec3n nhanh ch\u00f3ng c\u1ee7a \u0111i\u1ec7n to\u00e1n \u0111\u00e1m m\u00e2y, robot, tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o v\u00e0 h\u1ecdc m\u00e1y \u0111\u00e3 \u0111\u01b0a ch\u00fang ta l\u00ean \u0111\u1ec9nh cao c\u1ee7a s\u1ef1 t\u0103ng tr\u01b0\u1edfng theo c\u1ea5p s\u1ed1 nh\u00e2n trong t\u1ef1 \u0111\u1ed9ng h\u00f3a th\u00f4ng minh trong \u00f4 t\u00f4, d\u1ea7u kh\u00ed, ti\u1ec7n \u00edch , ng\u00e2n h\u00e0ng, d\u1ecbch v\u1ee5 t\u00e0i ch\u00ednh v\u00e0 b\u00e1n l\u1ebb.\u00a0V\u00ec v\u1eady, n\u1ebfu b\u1ea1n l\u00e0 m\u1ed9t trong s\u1ed1 40% c\u00e1c t\u1ed5 ch\u1ee9c \u0111ang kh\u00e1m ph\u00e1 IA.\u00a0Ho\u1eb7c, n\u1ebfu b\u1ea1n trong kho\u1ea3ng 38% ch\u1edd \u0111\u1ee3i \u0111\u1ec3 t\u1ef1 \u0111\u1ed9ng h\u00f3a ho\u1ea1t \u0111\u1ed9ng c\u1ee7a b\u1ea1n \u1edf n\u01a1i \u0111\u1ea7u ti\u00ean, th\u00ec \u0111\u00e2y c\u00f3 th\u1ec3 l\u00e0 th\u1eddi \u0111i\u1ec3m t\u1ed1t \u0111\u1ec3 nh\u00e2n \u0111\u00f4i n\u1ed7 l\u1ef1c t\u1ef1 \u0111\u1ed9ng h\u00f3a th\u00f4ng minh c\u1ee7a b\u1ea1n.<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>B\u00e0i vi\u1ebft thu\u1ed9c v\u1ec1 Topdeve.vn Tr\u01b0\u1edbc \u0111\u00e2y, vi\u1ec7c l\u00e0m cho s\u1ea3n ph\u1ea9m ho\u1eb7c d\u1ecbch v\u1ee5 c\u1ee7a b\u1ea1n ng\u00e0y c\u00e0ng t\u1ed1t v\u00e0 r\u1ebb h\u01a1n l\u00e0 m\u1ed9t c\u00f4ng th\u1ee9c \u201cch\u1eafc ch\u1eafn th\u00e0nh c\u00f4ng\u201d trong kinh doanh. Nh\u01b0ng th\u1eddi th\u1ebf \u0111\u00e3 qua t\u1eeb l\u00e2u l\u1eafm r\u1ed3i\u2026 T\u1ef1 \u0111\u1ed9ng h\u00f3a th\u00f4ng minh (Intelligent Automation \u2013 IA) \u0111\u00e3 s\u1eb5n s\u00e0ng [&hellip;]<\/p>\n","protected":false},"author":7,"featured_media":9613,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[3],"tags":[267,72,143,256],"class_list":["post-9607","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-tin-tuc-tu-csm","tag-ai-sang-tao","tag-chuyen-doi-so","tag-cong-nghe-4-0","tag-tri-tue-nhan-tao"],"_links":{"self":[{"href":"https:\/\/csmglobal.vn\/index.php\/wp-json\/wp\/v2\/posts\/9607","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/csmglobal.vn\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/csmglobal.vn\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/csmglobal.vn\/index.php\/wp-json\/wp\/v2\/users\/7"}],"replies":[{"embeddable":true,"href":"https:\/\/csmglobal.vn\/index.php\/wp-json\/wp\/v2\/comments?post=9607"}],"version-history":[{"count":3,"href":"https:\/\/csmglobal.vn\/index.php\/wp-json\/wp\/v2\/posts\/9607\/revisions"}],"predecessor-version":[{"id":9615,"href":"https:\/\/csmglobal.vn\/index.php\/wp-json\/wp\/v2\/posts\/9607\/revisions\/9615"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/csmglobal.vn\/index.php\/wp-json\/wp\/v2\/media\/9613"}],"wp:attachment":[{"href":"https:\/\/csmglobal.vn\/index.php\/wp-json\/wp\/v2\/media?parent=9607"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/csmglobal.vn\/index.php\/wp-json\/wp\/v2\/categories?post=9607"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/csmglobal.vn\/index.php\/wp-json\/wp\/v2\/tags?post=9607"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}