{"id":47656,"date":"2025-07-09T21:12:32","date_gmt":"2025-07-09T21:12:32","guid":{"rendered":"https:\/\/www.mon-agent-ia.fr\/blog\/?p=47656"},"modified":"2025-07-09T21:12:35","modified_gmt":"2025-07-09T21:12:35","slug":"raise-2025-cac-tac-nhan-tri-tue-nhan-tao-dang-chuyen-doi-hoat-dong-kinh-doanh-nhu-the-nao","status":"publish","type":"post","link":"https:\/\/www.mon-agent-ia.fr\/blog\/vi\/raise-2025-cac-tac-nhan-tri-tue-nhan-tao-dang-chuyen-doi-hoat-dong-kinh-doanh-nhu-the-nao\/","title":{"rendered":"Raise 2025: C\u00e1c t\u00e1c nh\u00e2n tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o \u0111ang chuy\u1ec3n \u0111\u1ed5i ho\u1ea1t \u0111\u1ed9ng kinh doanh nh\u01b0 th\u1ebf n\u00e0o"},"content":{"rendered":"<p class=\"wp-block-paragraph\">Trong m\u1ed9t th\u1ebf gi\u1edbi ng\u00e0y c\u00e0ng s\u1ed1 h\u00f3a, tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (AI) ti\u1ebfp t\u1ee5c \u0111\u1ecbnh ngh\u0129a l\u1ea1i c\u00e1ch th\u1ee9c ho\u1ea1t \u0111\u1ed9ng c\u1ee7a c\u00e1c doanh nghi\u1ec7p. H\u1ed9i ngh\u1ecb th\u01b0\u1ee3ng \u0111\u1ec9nh Raise Paris 2025 \u0111\u00e3 minh h\u1ecda cho s\u1ef1 chuy\u1ec3n \u0111\u1ed5i n\u00e0y b\u1eb1ng phi\u00ean h\u1ecdp \u00ab\u00a0Code, Copy, Conquer: C\u00e1ch c\u00e1c t\u00e1c nh\u00e2n AI \u0111\u1ecbnh ngh\u0129a l\u1ea1i doanh nghi\u1ec7p\u00a0\u00bb, quy t\u1ee5 c\u00e1c nh\u00e0 l\u00e3nh \u0111\u1ea1o ng\u00e0nh \u0111\u1ec3 kh\u00e1m ph\u00e1 c\u00e1c \u1ee9ng d\u1ee5ng th\u1ef1c t\u1ebf c\u1ee7a c\u00e1c t\u00e1c nh\u00e2n AI trong c\u00e1c t\u1ed5 ch\u1ee9c. Trong khi m\u1ed9t s\u1ed1 c\u00f4ng ty \u0111i \u0111\u1ea7u trong cu\u1ed9c c\u00e1ch m\u1ea1ng n\u00e0y, nh\u1eefng c\u00f4ng ty kh\u00e1c \u0111ang trong qu\u00e1 tr\u00ecnh suy ngh\u0129 chi\u1ebfn l\u01b0\u1ee3c v\u1ec1 c\u00e1ch t\u00edch h\u1ee3p c\u00e1c c\u00f4ng c\u1ee5 t\u1ef1 \u0111\u1ed9ng h\u00f3a n\u00e0y trong khi v\u1eabn \u0111\u1ea3m b\u1ea3o s\u1ef1 h\u1ee3p t\u00e1c c\u1ee7a con ng\u01b0\u1eddi. Nh\u1eefng t\u00e1c \u0111\u1ed9ng \u0111\u1ed1i v\u1edbi t\u01b0\u01a1ng lai c\u1ee7a c\u00f4ng vi\u1ec7c l\u00e0 g\u00ec?<\/p>\n\n<h2 class=\"wp-block-heading\">T\u00ecnh tr\u1ea1ng c\u1ee7a c\u00e1c t\u00e1c nh\u00e2n AI trong kinh doanh: Th\u00e1ch th\u1ee9c v\u00e0 th\u1ef1c t\u1ebf<\/h2>\n\n<p class=\"wp-block-paragraph\">Vi\u1ec7c tri\u1ec3n khai c\u00e1c t\u00e1c nh\u00e2n tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o trong th\u1ebf gi\u1edbi kinh doanh \u0111\u1eb7t ra nh\u1eefng c\u00e2u h\u1ecfi quan tr\u1ecdng v\u1ec1 hi\u1ec7u qu\u1ea3 c\u1ee7a ch\u00fang v\u00e0 s\u1ef1 t\u00edch h\u1ee3p c\u1ee7a ch\u00fang v\u00e0o c\u00e1c quy tr\u00ecnh kinh doanh. Trong phi\u00ean h\u1ecdp Raise Summit, c\u00e1c chuy\u00ean gia nh\u01b0 Adrian McDermott c\u1ee7a Zendesk v\u00e0 Sara Maldon c\u1ee7a Make \u0111\u00e3 th\u1ea3o lu\u1eadn v\u1ec1 s\u1ef1 kh\u00e1c bi\u1ec7t c\u01a1 b\u1ea3n gi\u1eefa tr\u1ee3 l\u00fd t\u1ef1 \u0111\u1ed9ng, t\u1ef1 \u0111\u1ed9ng h\u00f3a quy tr\u00ecnh (RPA) v\u00e0 c\u00e1c t\u00e1c nh\u00e2n AI th\u1ef1c s\u1ef1. C\u00e1c t\u00e1c nh\u00e2n sau \u0111\u01b0\u1ee3c x\u00e1c \u0111\u1ecbnh b\u1edfi kh\u1ea3 n\u0103ng th\u1ef1c hi\u1ec7n c\u00e1c nhi\u1ec7m v\u1ee5 m\u1ed9t c\u00e1ch t\u1ef1 ch\u1ee7 nh\u1edd v\u00e0o th\u00e0nh ph\u1ea7n nh\u1eadn th\u1ee9c, b\u1ed9 nh\u1edb theo ng\u1eef c\u1ea3nh v\u00e0 c\u00e1c c\u00f4ng c\u1ee5 \u0111\u1ec3 h\u00e0nh \u0111\u1ed9ng m\u00e0 kh\u00f4ng c\u1ea7n h\u01b0\u1edbng d\u1eabn trung gian.<\/p>\n\n<p class=\"wp-block-paragraph\">\u0110\u1ec3 minh h\u1ecda nh\u1eefng \u0111i\u1ec3m kh\u00e1c bi\u1ec7t n\u00e0y: <\/p>\n\n<ul class=\"wp-block-list\"><li><strong>Tr\u1ee3 l\u00fd t\u1ef1 \u0111\u1ed9ng:<\/strong> Linh ho\u1ea1t v\u00e0 \u0111\u01a1n gi\u1ea3n, h\u1eefu \u00edch cho c\u00e1c t\u00e1c v\u1ee5 l\u1eb7p \u0111i l\u1eb7p l\u1ea1i.<\/li><li><strong>RPA:<\/strong> T\u1ef1 \u0111\u1ed9ng h\u00f3a quy tr\u00ecnh, nh\u01b0ng c\u00f3 h\u1ea1n ch\u1ebf v\u1ec1 kh\u1ea3 n\u0103ng ra quy\u1ebft \u0111\u1ecbnh.<\/li><li><strong>C\u00e1c t\u00e1c nh\u00e2n AI:<\/strong> C\u00e1c th\u1ef1c th\u1ec3 t\u1ef1 ch\u1ee7 th\u1ef1c s\u1ef1 c\u00f3 kh\u1ea3 n\u0103ng qu\u1ea3n l\u00fd ch\u1ee7 \u0111\u1ed9ng c\u00e1c m\u1ee5c ti\u00eau.<\/li><\/ul>\n\n<p class=\"wp-block-paragraph\">Tuy nhi\u00ean, con \u0111\u01b0\u1eddng h\u01b0\u1edbng \u0111\u1ebfn t\u1ef1 ch\u1ee7 ho\u00e0n to\u00e0n v\u1eabn c\u00f2n nhi\u1ec1u th\u00e1ch th\u1ee9c. Theo McDermott, \u00ab\u00a0con \u0111\u01b0\u1eddng h\u01b0\u1edbng \u0111\u1ebfn t\u1ef1 ch\u1ee7 ho\u00e0n to\u00e0n l\u00e0 s\u1ef1 leo thang r\u1ee7i ro d\u1ea7n d\u1ea7n.\u00a0\u00bb \u0110i\u1ec1u n\u00e0y \u0111\u1eb7t ra nh\u1eefng th\u00e1ch th\u1ee9c cho t\u1ed5 ch\u1ee9c, \u0111\u1eb7c bi\u1ec7t l\u00e0 v\u1ec1 t\u00edch h\u1ee3p h\u1ec7 th\u1ed1ng v\u00e0 qu\u1ea3n l\u00fd t\u01b0\u01a1ng t\u00e1c gi\u1eefa ng\u01b0\u1eddi v\u1edbi ng\u01b0\u1eddi. Vi\u1ec7c s\u1eed d\u1ee5ng c\u00e1c t\u00e1c nh\u00e2n AI d\u1eabn \u0111\u1ebfn kh\u1ed1i l\u01b0\u1ee3ng t\u01b0\u01a1ng t\u00e1c v\u1edbi kh\u00e1ch h\u00e0ng t\u0103ng theo c\u1ea5p s\u1ed1 nh\u00e2n, \u0111\u00f2i h\u1ecfi s\u1ef1 ch\u00fa tr\u1ecdng c\u1ea9n th\u1eadn v\u00e0o vi\u1ec7c ph\u00e1t tri\u1ec3n c\u01a1 s\u1edf h\u1ea1 t\u1ea7ng c\u00f3 kh\u1ea3 n\u0103ng qu\u1ea3n l\u00fd s\u1ef1 ph\u1ee9c t\u1ea1p n\u00e0y.<\/p>\n\n<h3 class=\"wp-block-heading\"><\/h3>\n\n<p class=\"wp-block-paragraph\">Nh\u1eefng th\u00e1ch th\u1ee9c c\u1ee7a vi\u1ec7c t\u00edch h\u1ee3p t\u00e1c nh\u00e2n AI<\/p>\n\n<figure class=\"wp-block-table\"><table>\n<thead>\n<tr>\n<th><\/th>\n<th>Nh\u1eefng ti\u1ebfn b\u1ed9 \u0111\u00e1ng k\u1ec3 \u0111\u00e3 \u0111\u01b0\u1ee3c ghi nh\u1eadn trong c\u00e1c tr\u01b0\u1eddng h\u1ee3p c\u1ee5 th\u1ec3 t\u1ea1i c\u00e1c c\u00f4ng ty. V\u00ed d\u1ee5, Jan Bungert c\u1ee7a SAP \u0111\u00e3 n\u00eau b\u1eadt kinh nghi\u1ec7m c\u1ee7a m\u1ed9t t\u1eadp \u0111o\u00e0n c\u00f4ng nghi\u1ec7p l\u1edbn c\u1ee7a \u0110\u1ee9c, n\u01a1i m\u1ed9t t\u00e1c nh\u00e2n AI \u0111\u00e3 gi\u00fap thay th\u1ebf h\u01a1n 300 quy tr\u00ecnh l\u00e0m vi\u1ec7c th\u1ee7 c\u00f4ng. Th\u00e0nh c\u00f4ng n\u00e0y cho th\u1ea5y ti\u1ec1m n\u0103ng c\u1ee7a c\u00e1c t\u00e1c nh\u00e2n AI trong vi\u1ec7c t\u1ed1i \u01b0u h\u00f3a quy tr\u00ecnh, nh\u01b0ng v\u1eabn c\u00f2n nh\u1eefng r\u00e0o c\u1ea3n v\u1ec1 kh\u1ea3 n\u0103ng m\u1edf r\u1ed9ng quy m\u00f4. Nh\u1eefng tr\u1edf ng\u1ea1i \u0111\u1ed1i v\u1edbi c\u00f4ng nghi\u1ec7p h\u00f3a<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>C\u00e1c gi\u1ea3i ph\u00e1p \u0111\u01b0\u1ee3c xem x\u00e9t<\/td>\n<td>Ph\u00e2n m\u1ea3nh h\u1ec7 th\u1ed1ng<\/td>\n<\/tr>\n<tr>\n<td>Ph\u00e1t tri\u1ec3n c\u01a1 s\u1edf h\u1ea1 t\u1ea7ng th\u1ed1ng nh\u1ea5t<\/td>\n<td>T\u00ednh kh\u00f4ng \u0111\u1ed3ng nh\u1ea5t c\u1ee7a d\u1eef li\u1ec7u<\/td>\n<\/tr>\n<tr>\n<td>Chu\u1ea9n h\u00f3a v\u00e0 l\u00e0m s\u1ea1ch d\u1eef li\u1ec7u<\/td>\n<td>Thi\u1ebfu t\u00e0i li\u1ec7u quy tr\u00ecnh<\/td>\n<\/tr>\n<tr>\n<td>Tri\u1ec3n khai c\u00e1c ph\u01b0\u01a1ng ph\u00e1p l\u1eadp t\u00e0i li\u1ec7u t\u1ed1t nh\u1ea5t<\/td>\n<td>M\u00f4i tr\u01b0\u1eddng l\u00e0m vi\u1ec7c truy\u1ec1n th\u1ed1ng<\/td>\n<\/tr>\n<\/tbody>\n<\/table><\/figure>\n\n<p class=\"wp-block-paragraph\">\u0110\u00e0o t\u1ea1o v\u00e0 n\u00e2ng cao nh\u1eadn th\u1ee9c cho nh\u00e2n vi\u00ean<\/p>\n\n<h2 class=\"wp-block-heading\">Nh\u1eefng con s\u1ed1 \u0111\u00e3 t\u1ef1 n\u00f3i l\u00ean t\u1ea5t c\u1ea3: theo S&amp;P Global, \u0111\u1ebfn n\u0103m 2024, 42% c\u00e1c d\u1ef1 \u00e1n AI c\u1ee7a doanh nghi\u1ec7p s\u1ebd b\u1ecb d\u1eebng l\u1ea1i do nh\u1eefng th\u00e1ch th\u1ee9c n\u00e0y. \u0110\u1ec3 ph\u00e1t tri\u1ec3n theo h\u01b0\u1edbng n\u00e0y, c\u00e1c c\u00f4ng ty ph\u1ea3i k\u1ebft h\u1ee3p \u0111\u1ed5i m\u1edbi c\u00f4ng ngh\u1ec7 v\u1edbi vi\u1ec7c \u0111i\u1ec1u ch\u1ec9nh ngu\u1ed3n nh\u00e2n l\u1ef1c.<\/h2>\n\n<p class=\"wp-block-paragraph\">Chuy\u1ec3n \u0111\u1ed5i t\u1ed5 ch\u1ee9c: T\u00e1i \u0111\u1ecbnh ngh\u0129a c\u00f4ng vi\u1ec7c v\u1edbi c\u00e1c t\u00e1c nh\u00e2n AI<\/p>\n\n<p class=\"wp-block-paragraph\">Vi\u1ec7c gi\u1edbi thi\u1ec7u c\u00e1c t\u00e1c nh\u00e2n tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o \u0111\u00e1nh d\u1ea5u m\u1ed9t s\u1ef1 t\u00e1i t\u1ea1o th\u1ef1c s\u1ef1 v\u1ec1 ph\u01b0\u01a1ng ph\u00e1p l\u00e0m vi\u1ec7c. Betty Junod c\u1ee7a Salesforce nh\u1ea5n m\u1ea1nh r\u1eb1ng v\u1ea5n \u0111\u1ec1 kh\u00f4ng ch\u1ec9 l\u00e0 v\u1ea5n \u0111\u1ec1 c\u00f4ng ngh\u1ec7 m\u00e0 c\u00f2n l\u00e0 s\u1ef1 chuy\u1ec3n \u0111\u1ed5i v\u1ec1 v\u0103n h\u00f3a v\u00e0 ho\u1ea1t \u0111\u1ed9ng. B\u00e0 cho bi\u1ebft: \u00ab\u00a0Vi\u1ec7c gi\u1edbi thi\u1ec7u m\u1ed9t t\u00e1c nh\u00e2n AI kh\u00f4ng ch\u1ec9 l\u00e0 t\u1ef1 \u0111\u1ed9ng h\u00f3a m\u1ed9t quy tr\u00ecnh: m\u00e0 l\u00e0 v\u1ec1 vi\u1ec7c suy ngh\u0129 l\u1ea1i v\u1ec1 c\u00e1ch th\u1ee9c th\u1ef1c hi\u1ec7n c\u00f4ng vi\u1ec7c\u00a0\u00bb.<\/p>\n\n<h3 class=\"wp-block-heading\">C\u00e1ch ti\u1ebfp c\u1eadn n\u00e0y li\u00ean quan \u0111\u1ebfn nh\u1eefng thay \u0111\u1ed5i s\u00e2u s\u1eafc trong c\u00e1c nh\u00f3m ho\u1ea1t \u0111\u1ed9ng, ngu\u1ed3n nh\u00e2n l\u1ef1c v\u00e0 ban qu\u1ea3n l\u00fd c\u1ea5p cao. C\u00e1c c\u00f4ng ty ph\u1ea3i \u0111\u1ea3m b\u1ea3o r\u1eb1ng vi\u1ec7c t\u00edch h\u1ee3p c\u00e1c t\u00e1c nh\u00e2n n\u00e0y kh\u00f4ng t\u1ea1o ra s\u1ef1 ph\u1ea3n kh\u00e1ng m\u00e0 th\u00fac \u0111\u1ea9y \u0111\u1ed9ng l\u1ef1c h\u1ee3p t\u00e1c. M\u1ed1i quan ng\u1ea1i v\u1ec1 t\u00ecnh tr\u1ea1ng m\u1ea5t vi\u1ec7c l\u00e0m th\u01b0\u1eddng \u0111\u01b0\u1ee3c n\u00eau ra, nh\u01b0ng c\u00e1c chuy\u00ean gia \u0111ang h\u01b0\u1edbng t\u1edbi m\u1ed9t quan \u0111i\u1ec3m s\u1eafc th\u00e1i h\u01a1n v\u1ec1 thi\u1ebft k\u1ebf l\u1ea1i c\u00f4ng vi\u1ec7c.<\/h3>\n\n<p class=\"wp-block-paragraph\">Ph\u00e2n b\u1ed5 vai tr\u00f2 v\u00e0 tr\u00e1ch nhi\u1ec7m<\/p>\n\n<ul class=\"wp-block-list\"><li><strong>V\u00ed d\u1ee5, trong d\u1ecbch v\u1ee5 kh\u00e1ch h\u00e0ng, c\u00e1c t\u00e1c nh\u00e2n AI c\u00f3 th\u1ec3 x\u1eed l\u00fd c\u00e1c y\u00eau c\u1ea7u \u0111\u01a1n gi\u1ea3n, trong khi c\u00e1c c\u1ed1 v\u1ea5n con ng\u01b0\u1eddi t\u1eadp trung v\u00e0o c\u00e1c tr\u01b0\u1eddng h\u1ee3p ph\u1ee9c t\u1ea1p h\u01a1n. Lo\u1ea1i h\u00ecnh c\u1ed9ng t\u00e1c n\u00e0y \u0111\u1ea3m b\u1ea3o t\u0103ng s\u1ef1 h\u00e0i l\u00f2ng c\u1ee7a kh\u00e1ch h\u00e0ng m\u00e0 kh\u00f4ng \u1ea3nh h\u01b0\u1edfng \u0111\u1ebfn ch\u1ea5t l\u01b0\u1ee3ng d\u1ecbch v\u1ee5. L\u1ee3i \u00edch c\u1ee7a vi\u1ec7c s\u1eed d\u1ee5ng c\u00e1c t\u00e1c nh\u00e2n AI:<\/strong><\/li><li>Gi\u1ea3m chi ph\u00ed ho\u1ea1t \u0111\u1ed9ng.<\/li><li>T\u0103ng n\u0103ng su\u1ea5t.<\/li><li>C\u1ea3i thi\u1ec7n tr\u1ea3i nghi\u1ec7m c\u1ee7a ng\u01b0\u1eddi d\u00f9ng.<\/li><li>Gi\u1ea3i ph\u00f3ng th\u1eddi gian cho c\u00e1c nh\u00f3m con ng\u01b0\u1eddi \u0111\u1ec3 t\u1eadp trung v\u00e0o c\u00e1c nhi\u1ec7m v\u1ee5 c\u00f3 gi\u00e1 tr\u1ecb cao.<\/li><\/ul>\n\n<p class=\"wp-block-paragraph\">S\u1ef1 thay \u0111\u1ed5i v\u1ec1 tr\u00e1ch nhi\u1ec7m n\u00e0y c\u0169ng d\u1ec5 th\u1ea5y trong c\u00e1c nh\u00f3m ph\u00e1t tri\u1ec3n ph\u1ea7n m\u1ec1m, n\u01a1i tr\u1ee3 l\u00fd m\u00e3 h\u00f3a t\u0103ng n\u0103ng su\u1ea5t trong khi v\u1eabn duy tr\u00ec nhu c\u1ea7u \u0111\u00e1nh gi\u00e1 c\u1ee7a con ng\u01b0\u1eddi. Trong l\u0129nh v\u1ef1c t\u00e0i ch\u00ednh, qu\u00e1 tr\u00ecnh t\u1ef1 \u0111\u1ed9ng h\u00f3a KYC (Bi\u1ebft kh\u00e1ch h\u00e0ng c\u1ee7a b\u1ea1n) l\u00e0 m\u1ed9t v\u00ed d\u1ee5 c\u1ee5 th\u1ec3 v\u1ec1 c\u00e1ch nhi\u1ec1u t\u00e1c nh\u00e2n AI c\u00f3 th\u1ec3 ph\u1ed1i h\u1ee3p \u0111\u1ec3 t\u1ed1i \u01b0u h\u00f3a c\u00e1c k\u1ef9 n\u0103ng c\u1ee7a con ng\u01b0\u1eddi. \u0110\u1ed9ng l\u1ef1c n\u00e0y cho ph\u00e9p nh\u1eefng ng\u01b0\u1eddi ra quy\u1ebft \u0111\u1ecbnh t\u1eadp trung v\u00e0o c\u00e1c v\u1ea5n \u0111\u1ec1 chi\u1ebfn l\u01b0\u1ee3c thay v\u00ec g\u00e1nh n\u1eb7ng h\u00e0nh ch\u00ednh.<\/p>\n\n<h2 class=\"wp-block-heading\">Nh\u00ecn v\u1ec1 ph\u00eda tr\u01b0\u1edbc: H\u01b0\u1edbng t\u1edbi k\u1ef7 nguy\u00ean chuy\u1ec3n \u0111\u1ed5i AI<\/h2>\n\n<p class=\"wp-block-paragraph\">Adrian McDermott \u0111\u01b0a kho\u1ea3nh kh\u1eafc quy\u1ebft \u0111\u1ecbnh n\u00e0y trong qu\u00e1 tr\u00ecnh ph\u00e1t tri\u1ec3n k\u1ef9 thu\u1eadt s\u1ed1 c\u1ee7a doanh nghi\u1ec7p v\u00e0o \u0111\u00fang b\u1ed1i c\u1ea3nh b\u1eb1ng c\u00e1ch kh\u1eb3ng \u0111\u1ecbnh r\u1eb1ng ch\u00fang ta \u0111ang b\u01b0\u1edbc v\u00e0o m\u1ed9t k\u1ef7 nguy\u00ean m\u1edbi. Sau m\u01b0\u1eddi l\u0103m n\u0103m chuy\u1ec3n \u0111\u1ed5i sang \u0111\u00e1m m\u00e2y, gi\u1edd \u0111\u00e2y c\u00e1c c\u00f4ng ty ph\u1ea3i n\u1eafm b\u1eaft qu\u00e1 tr\u00ecnh chuy\u1ec3n \u0111\u1ed5i do AI th\u00fac \u0111\u1ea9y. T\u01b0\u01a1ng lai n\u00e0y kh\u00f4ng ch\u1ec9 gi\u1edbi h\u1ea1n \u1edf nh\u1eefng \u0111\u1ed5i m\u1edbi c\u00f4ng ngh\u1ec7 m\u00e0 c\u00f2n \u0111\u00f2i h\u1ecfi c\u00e1c ph\u01b0\u01a1ng ph\u00e1p qu\u1ea3n l\u00fd m\u1edbi v\u00e0 t\u1ea1o ra c\u00e1c vai tr\u00f2 m\u1edbi. C\u00e1c c\u00f4ng vi\u1ec7c m\u1edbi do AI th\u00fac \u0111\u1ea9y<\/p>\n\n<h3 class=\"wp-block-heading\">Nhu c\u1ea7u ph\u00e1t minh ra c\u00e1c vai tr\u00f2 m\u1edbi\u2014ki\u1ebfn tr\u00fac s\u01b0 t\u00e1c nh\u00e2n AI, gi\u00e1m s\u00e1t vi\u00ean t\u1ef1 \u0111\u1ed9ng h\u00f3a\u2014ng\u00e0y c\u00e0ng tr\u1edf n\u00ean quan tr\u1ecdng khi c\u00e1c c\u00f4ng ty x\u00e1c \u0111\u1ecbnh l\u1ea1i c\u1ea5u tr\u00fac n\u1ed9i b\u1ed9 c\u1ee7a m\u00ecnh. S\u1ef1 thay \u0111\u1ed5i n\u00e0y \u0111ang t\u1ea1o ra c\u00e1c nh\u00f3m \u0111a ng\u00e0nh c\u00f3 kh\u1ea3 n\u0103ng t\u01b0\u01a1ng t\u00e1c v\u1edbi c\u00e1c c\u00f4ng ngh\u1ec7 kh\u00e1c nhau v\u00e0 t\u1ea1o ra s\u1ef1 hi\u1ec7p l\u1ef1c.<\/h3>\n\n<p class=\"wp-block-paragraph\">C\u00e1c l\u0129nh v\u1ef1c t\u00e1c \u0111\u1ed9ng c\u1ee7a t\u00e1c nh\u00e2n AI: <\/p>\n\n<ul class=\"wp-block-list\"><li><strong>Ph\u00e1t tri\u1ec3n ph\u1ea7n m\u1ec1m.<\/strong><\/li><li>H\u1ed7 tr\u1ee3 kh\u00e1ch h\u00e0ng.<\/li><li>C\u00e1c ch\u1ee9c n\u0103ng h\u1eadu c\u1ea7n (nh\u00e2n s\u1ef1, t\u00e0i ch\u00ednh, v\u1eadn h\u00e0nh).<\/li><li>Ti\u1ebfp th\u1ecb v\u00e0 x\u00fac ti\u1ebfn b\u00e1n h\u00e0ng.<\/li><li>Nghi\u00ean c\u1ee9u v\u00e0 ph\u00e1t tri\u1ec3n.<\/li><li>C\u00e1c t\u00e1c nh\u00e2n AI c\u00f3 th\u1ec3 h\u01b0\u1edbng d\u1eabn c\u00e1c nh\u00f3m b\u00e1n h\u00e0ng v\u00e0 t\u1ea1o \u0111i\u1ec1u ki\u1ec7n thu\u1eadn l\u1ee3i cho qu\u00e1 tr\u00ecnh gia nh\u1eadp, \u0111\u1ed3ng th\u1eddi cung c\u1ea5p h\u1ed7 tr\u1ee3 c\u00f3 gi\u00e1 tr\u1ecb cho nghi\u00ean c\u1ee9u khoa h\u1ecdc. Nh\u01b0 Sarah Maldon ch\u1ec9 ra, \u0111i\u1ec1u c\u1ea7n thi\u1ebft l\u00e0 ph\u1ea3i x\u00e1c \u0111\u1ecbnh l\u1ea1i c\u00e1c nhi\u1ec7m v\u1ee5 v\u00e0 c\u00f4ng c\u1ee5 \u0111\u1ec3 th\u00edch \u1ee9ng v\u1edbi m\u00f4i tr\u01b0\u1eddng l\u00e0m vi\u1ec7c m\u1edbi n\u00e0y. \u0110i\u1ec1u n\u00e0y kh\u00f4ng nh\u1ea5t thi\u1ebft c\u00f3 ngh\u0129a l\u00e0 c\u1eaft gi\u1ea3m nh\u00e2n s\u1ef1, m\u00e0 l\u00e0 chuy\u1ec3n \u0111\u1ed5i c\u00e1c c\u00f4ng vi\u1ec7c hi\u1ec7n t\u1ea1i.<\/li><\/ul>\n\n<p class=\"wp-block-paragraph\">C\u01a1 s\u1edf h\u1ea1 t\u1ea7ng c\u1ea7n thi\u1ebft cho qu\u00e1 tr\u00ecnh chuy\u1ec3n \u0111\u1ed5i s\u1ed1 th\u00e0nh c\u00f4ng<\/p>\n\n<h2 class=\"wp-block-heading\">\u0110\u1ec3 qu\u00e1 tr\u00ecnh chuy\u1ec3n \u0111\u1ed5i n\u00e0y th\u00e0nh c\u00f4ng, c\u1ea7n ph\u1ea3i c\u00f3 m\u1ed9t s\u1ed1 y\u1ebfu t\u1ed1 c\u01a1 b\u1ea3n. C\u01a1 s\u1edf h\u1ea1 t\u1ea7ng d\u1eef li\u1ec7u v\u00e0 \u0111\u00e1m m\u00e2y th\u1ed1ng nh\u1ea5t l\u00e0 \u0111i\u1ec1u c\u1ea7n thi\u1ebft. Trong th\u1eddi \u0111\u1ea1i k\u1ef9 thu\u1eadt s\u1ed1 n\u00e0y, c\u0169ng ph\u1ea3i \u00e1p d\u1ee5ng ph\u01b0\u01a1ng ph\u00e1p ti\u1ebfp c\u1eadn theo tr\u01b0\u1eddng h\u1ee3p s\u1eed d\u1ee5ng \u0111\u1ec3 \u0111\u1ea3m b\u1ea3o t\u00edch h\u1ee3p hi\u1ec7u qu\u1ea3.<\/h2>\n\n<p class=\"wp-block-paragraph\">\u0110i\u1ec1u ki\u1ec7n \u0111\u1ec3 t\u00edch h\u1ee3p t\u00e1c nh\u00e2n AI th\u00e0nh c\u00f4ng<\/p>\n\n<figure class=\"wp-block-table\"><table>\n<thead>\n<tr>\n<th>H\u00e0nh \u0111\u1ed9ng \u0111\u01b0\u1ee3c \u0111\u1ec1 xu\u1ea5t<\/th>\n<th>C\u01a1 s\u1edf h\u1ea1 t\u1ea7ng d\u1eef li\u1ec7u v\u00e0 \u0111\u00e1m m\u00e2y th\u1ed1ng nh\u1ea5t<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u0110\u1ea7u t\u01b0 v\u00e0o c\u00e1c gi\u1ea3i ph\u00e1p nh\u01b0 Google Cloud, Oracle ho\u1eb7c Microsoft.<\/td>\n<td>Ph\u01b0\u01a1ng ph\u00e1p ti\u1ebfp c\u1eadn theo tr\u01b0\u1eddng h\u1ee3p s\u1eed d\u1ee5ng <strong>B\u1eaft \u0111\u1ea7u b\u1eb1ng c\u00e1c d\u1ef1 \u00e1n th\u00ed \u0111i\u1ec3m (POC) \u0111\u1ec3 x\u00e1c th\u1ef1c ti\u1ec1m n\u0103ng c\u1ee7a c\u00e1c t\u00e1c nh\u00e2n AI. S\u1ef1 tham gia c\u1ee7a doanh nghi\u1ec7p<\/strong>\u0110\u00e0o t\u1ea1o v\u00e0 n\u00e2ng cao nh\u1eadn th\u1ee9c c\u1ee7a nh\u00e2n vi\u00ean v\u1ec1 vi\u1ec7c s\u1eed d\u1ee5ng c\u00e1c t\u00e1c nh\u00e2n AI. <strong>Ph\u00e1t tri\u1ec3n k\u1ef9 n\u0103ng li\u00ean t\u1ee5c<\/strong> Ph\u00e1t tri\u1ec3n c\u00e1c ch\u01b0\u01a1ng tr\u00ecnh \u0111\u00e0o t\u1ea1o ph\u00f9 h\u1ee3p v\u1edbi c\u00e1c vai tr\u00f2 m\u1edbi. <strong>Nh\u1eefng n\u1ec1n t\u1ea3ng n\u00e0y s\u1ebd cho ph\u00e9p c\u00e1c c\u00f4ng ty t\u1eadn d\u1ee5ng t\u1ed1i \u0111a l\u1eddi h\u1ee9a v\u1ec1 c\u00e1c t\u00e1c nh\u00e2n tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o. B\u1eb1ng c\u00e1ch k\u1ebft h\u1ee3p s\u1ee9c m\u1ea1nh c\u00f4ng ngh\u1ec7 v\u00e0 con ng\u01b0\u1eddi, t\u01b0\u01a1ng lai c\u1ee7a c\u00f4ng vi\u1ec7c \u0111ang n\u1ed5i l\u00ean nh\u01b0 m\u1ed9t b\u1ed1i c\u1ea3nh m\u00e0 s\u1ef1 \u0111\u1ed5i m\u1edbi \u0111i \u0111\u00f4i v\u1edbi s\u1ef1 h\u1ee3p t\u00e1c. C\u00e1c c\u00f4ng ty d\u1eabn \u0111\u1ea7u th\u1ecb tr\u01b0\u1eddng nh\u01b0 SAP, Salesforce, C3.ai v\u00e0 DataRobot \u0111ang d\u1eabn \u0111\u1ea7u trong vi\u1ec7c x\u00e2y d\u1ef1ng c\u00e1c m\u00f4 h\u00ecnh ho\u1ea1t \u0111\u1ed9ng b\u1ec1n v\u1eefng d\u1ef1a tr\u00ean s\u1ef1 li\u00ean minh th\u00f4ng minh gi\u1eefa con ng\u01b0\u1eddi v\u00e0 m\u00e1y m\u00f3c.<\/strong><\/td>\n<\/tr>\n<tr>\n<td><\/td>\n<td><\/td>\n<\/tr>\n<tr>\n<td><\/td>\n<td><\/td>\n<\/tr>\n<tr>\n<td><\/td>\n<td><\/td>\n<\/tr>\n<\/tbody>\n<\/table><\/figure>\n\n<p class=\"wp-block-paragraph\"> <strong><\/strong> <strong><\/strong> <strong><\/strong> <strong><\/strong> <\/p>\n\n\n","protected":false},"excerpt":{"rendered":"<p>Trong m\u1ed9t th\u1ebf gi\u1edbi ng\u00e0y c\u00e0ng s\u1ed1 h\u00f3a, tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (AI) ti\u1ebfp t\u1ee5c \u0111\u1ecbnh ngh\u0129a l\u1ea1i c\u00e1ch th\u1ee9c ho\u1ea1t \u0111\u1ed9ng c\u1ee7a c\u00e1c doanh nghi\u1ec7p. H\u1ed9i ngh\u1ecb th\u01b0\u1ee3ng \u0111\u1ec9nh Raise Paris 2025 \u0111\u00e3 minh h\u1ecda cho s\u1ef1 chuy\u1ec3n \u0111\u1ed5i n\u00e0y b\u1eb1ng phi\u00ean h\u1ecdp \u00ab\u00a0Code, Copy, Conquer: C\u00e1ch c\u00e1c t\u00e1c nh\u00e2n AI \u0111\u1ecbnh ngh\u0129a l\u1ea1i [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":47628,"comment_status":"closed","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[77],"tags":[9662,447,82021,284],"class_list":["post-47656","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-non-classe-vi","tag-dai-ly-ai-vi","tag-doi-moi-cong-nghe-vi","tag-hoat-dong-kinh-doanh-vi","tag-tri-tue-nhan-tao-vi"],"_links":{"self":[{"href":"https:\/\/www.mon-agent-ia.fr\/blog\/wp-json\/wp\/v2\/posts\/47656","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.mon-agent-ia.fr\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.mon-agent-ia.fr\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.mon-agent-ia.fr\/blog\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.mon-agent-ia.fr\/blog\/wp-json\/wp\/v2\/comments?post=47656"}],"version-history":[{"count":1,"href":"https:\/\/www.mon-agent-ia.fr\/blog\/wp-json\/wp\/v2\/posts\/47656\/revisions"}],"predecessor-version":[{"id":47657,"href":"https:\/\/www.mon-agent-ia.fr\/blog\/wp-json\/wp\/v2\/posts\/47656\/revisions\/47657"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.mon-agent-ia.fr\/blog\/wp-json\/wp\/v2\/media\/47628"}],"wp:attachment":[{"href":"https:\/\/www.mon-agent-ia.fr\/blog\/wp-json\/wp\/v2\/media?parent=47656"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.mon-agent-ia.fr\/blog\/wp-json\/wp\/v2\/categories?post=47656"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.mon-agent-ia.fr\/blog\/wp-json\/wp\/v2\/tags?post=47656"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}