{"id":19962,"date":"2025-04-23T14:08:53","date_gmt":"2025-04-23T14:08:53","guid":{"rendered":"https:\/\/www.mon-agent-ia.fr\/blog\/?p=19962"},"modified":"2025-04-23T14:08:54","modified_gmt":"2025-04-23T14:08:54","slug":"nghien-cuu-cua-cloudera-cho-thay-96-cong-ty-dang-tang-cuong-tich-hop-cac-tac-nhan-tri-tue-nhan-tao","status":"publish","type":"post","link":"https:\/\/www.mon-agent-ia.fr\/blog\/vi\/nghien-cuu-cua-cloudera-cho-thay-96-cong-ty-dang-tang-cuong-tich-hop-cac-tac-nhan-tri-tue-nhan-tao\/","title":{"rendered":"Nghi\u00ean c\u1ee9u c\u1ee7a Cloudera cho th\u1ea5y 96% c\u00f4ng ty \u0111ang t\u0103ng c\u01b0\u1eddng t\u00edch h\u1ee3p c\u00e1c t\u00e1c nh\u00e2n tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o"},"content":{"rendered":"<p class=\"wp-block-paragraph\">Khi n\u0103m 2025 \u0111ang \u0111\u1ebfn g\u1ea7n, tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (AI) \u0111ang n\u1ed5i l\u00ean nh\u01b0 m\u1ed9t nh\u00e2n t\u1ed1 ch\u00ednh trong th\u1ebf gi\u1edbi kinh doanh. Qu\u1ea3n l\u00fd quy tr\u00ecnh, t\u1ed1i \u01b0u h\u00f3a hi\u1ec7u su\u1ea5t v\u00e0 h\u1ed7 tr\u1ee3 ph\u00e1t tri\u1ec3n ph\u1ea7n m\u1ec1m \u0111ang \u0111\u01b0\u1ee3c chuy\u1ec3n \u0111\u1ed5i nh\u1edd c\u00e1c t\u00e1c nh\u00e2n AI n\u00e0y. M\u1ed9t nghi\u00ean c\u1ee9u do Cloudera th\u1ef1c hi\u1ec7n cho th\u1ea5y 96% c\u00f4ng ty c\u00f3 k\u1ebf ho\u1ea1ch m\u1edf r\u1ed9ng vi\u1ec7c s\u1eed d\u1ee5ng c\u00e1c c\u00f4ng ngh\u1ec7 n\u00e0y trong n\u0103m t\u1edbi. Tuy nhi\u00ean, b\u1ea5t ch\u1ea5p mong mu\u1ed1n chung v\u1ec1 t\u00edch h\u1ee3p, v\u1eabn c\u00f2n t\u1ed3n t\u1ea1i nhi\u1ec1u th\u00e1ch th\u1ee9c, \u0111\u1eb7c bi\u1ec7t l\u00e0 v\u1ec1 t\u00ednh b\u1ea3o m\u1eadt d\u1eef li\u1ec7u v\u00e0 t\u00edch h\u1ee3p v\u1edbi c\u00e1c h\u1ec7 th\u1ed1ng CNTT hi\u1ec7n c\u00f3. B\u00e0i vi\u1ebft n\u00e0y s\u1ebd kh\u00e1m ph\u00e1 s\u00e2u h\u01a1n xu h\u01b0\u1edbng n\u00e0y, nh\u1eefng h\u00e0m \u00fd c\u1ee7a n\u00f3 v\u00e0 s\u1ef1 ph\u1ea3n kh\u00e1ng m\u00e0 n\u00f3 g\u1eb7p ph\u1ea3i.<\/p>\n\n<h2 class=\"wp-block-heading\">L\u1ee3i \u00edch ng\u00e0y c\u00e0ng t\u0103ng c\u1ee7a c\u00e1c t\u00e1c nh\u00e2n tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o<\/h2>\n\n<p class=\"wp-block-paragraph\">C\u00e1c t\u00e1c nh\u00e2n AI kh\u00f4ng c\u00f2n ch\u1ec9 l\u00e0 nh\u1eefng c\u00f4ng c\u1ee5 t\u1ef1 \u0111\u1ed9ng h\u00f3a c\u01a1 b\u1ea3n n\u1eefa m\u00e0 l\u00e0 nh\u1eefng th\u1ef1c th\u1ec3 c\u00f3 kh\u1ea3 n\u0103ng ho\u1ea1t \u0111\u1ed9ng t\u1ef1 ch\u1ee7 trong m\u00f4i tr\u01b0\u1eddng n\u0103ng \u0111\u1ed9ng. M\u1ed9t cu\u1ed9c kh\u1ea3o s\u00e1t qu\u1ed1c t\u1ebf v\u1edbi kho\u1ea3ng 1.500 nh\u00e0 qu\u1ea3n l\u00fd CNTT, tr\u1ea3i d\u00e0i tr\u00ean m\u01b0\u1eddi b\u1ed1n qu\u1ed1c gia, cho th\u1ea5y vi\u1ec7c \u1ee9ng d\u1ee5ng t\u00e1c nh\u00e2n AI \u0111ang ph\u00e1t tri\u1ec3n nhanh ch\u00f3ng v\u01b0\u1ee3t ra ngo\u00e0i c\u00e1c nhi\u1ec7m v\u1ee5 truy\u1ec1n th\u1ed1ng. Sau \u0111\u00e2y l\u00e0 m\u1ed9t s\u1ed1 l\u1ee3i \u00edch ch\u00ednh c\u00f3 \u0111\u01b0\u1ee3c t\u1eeb vi\u1ec7c \u00e1p d\u1ee5ng n\u00e0y:<\/p>\n\n<ul class=\"wp-block-list\"><li><strong>T\u0103ng quy\u1ec1n t\u1ef1 ch\u1ee7<\/strong> :C\u00e1c t\u00e1c nh\u00e2n AI c\u00f3 th\u1ec3 \u0111\u01b0a ra quy\u1ebft \u0111\u1ecbnh theo th\u1eddi gian th\u1ef1c, gi\u00fap quy tr\u00ecnh kinh doanh ph\u1ea3n \u1ee9ng nhanh h\u01a1n.<\/li><li><strong>C\u1ea3i thi\u1ec7n an ninh<\/strong> :B\u1eb1ng c\u00e1ch t\u00edch h\u1ee3p c\u00e1c h\u1ec7 th\u1ed1ng AI, c\u00e1c c\u00f4ng ty c\u00f3 th\u1ec3 t\u0103ng c\u01b0\u1eddng c\u1ea3nh gi\u00e1c tr\u01b0\u1edbc c\u00e1c m\u1ed1i \u0111e d\u1ecda, \u0111\u1eb7c bi\u1ec7t l\u00e0 trong l\u0129nh v\u1ef1c t\u00e0i ch\u00ednh, n\u01a1i gian l\u1eadn \u0111ang kh\u00f4ng ng\u1eebng gia t\u0103ng.<\/li><li><strong>T\u1ed1i \u01b0u h\u00f3a n\u0103ng su\u1ea5t<\/strong> :Trong c\u00e1c l\u0129nh v\u1ef1c nh\u01b0 s\u1ea3n xu\u1ea5t v\u00e0 ch\u0103m s\u00f3c s\u1ee9c kh\u1ecfe, nh\u1eefng c\u00f4ng ngh\u1ec7 n\u00e0y gi\u00fap qu\u1ea3n l\u00fd t\u00e0i nguy\u00ean, gi\u1ea3m chi ph\u00ed v\u00e0 t\u0103ng hi\u1ec7u qu\u1ea3.<\/li><\/ul>\n\n<h3 class=\"wp-block-heading\">T\u00e1c \u0111\u1ed9ng c\u1ee7a c\u00e1c t\u00e1c nh\u00e2n AI \u0111\u1ebfn kh\u1ea3 n\u0103ng c\u1ea1nh tranh c\u1ee7a doanh nghi\u1ec7p<\/h3>\n\n<p class=\"wp-block-paragraph\">Trong m\u1ed9t th\u1ecb tr\u01b0\u1eddng c\u1ea1nh tranh cao, 83% nh\u00e0 qu\u1ea3n l\u00fd CNTT \u0111\u01b0\u1ee3c kh\u1ea3o s\u00e1t tin r\u1eb1ng c\u00e1c t\u00e1c nh\u00e2n AI \u0111\u00f3ng vai tr\u00f2 thi\u1ebft y\u1ebfu \u0111\u1ec3 duy tr\u00ec t\u00ednh c\u1ea1nh tranh n\u00e0y. M\u1ed9t s\u1ed1 l\u0129nh v\u1ef1c \u0111\u01b0\u1ee3c h\u01b0\u1edfng l\u1ee3i \u0111\u00e1ng k\u1ec3 t\u1eeb \u0111i\u1ec1u n\u00e0y:<\/p>\n\n<figure class=\"wp-block-table\"><table>\n<thead>\n<tr>\n<th>ng\u00e0nh<\/th>\n<th>S\u1eed d\u1ee5ng t\u00e1c nh\u00e2n AI<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>D\u1ecbch v\u1ee5 t\u00e0i ch\u00ednh<\/td>\n<td>Ph\u00e1t hi\u1ec7n gian l\u1eadn, \u0111\u00e1nh gi\u00e1 r\u1ee7i ro<\/td>\n<\/tr>\n<tr>\n<td>S\u1ea3n xu\u1ea5t<\/td>\n<td>Ki\u1ec3m so\u00e1t ch\u1ea5t l\u01b0\u1ee3ng, t\u1ed1i \u01b0u h\u00f3a chu\u1ed7i cung \u1ee9ng<\/td>\n<\/tr>\n<tr>\n<td>Ch\u0103m s\u00f3c s\u1ee9c kh\u1ecfe<\/td>\n<td>L\u00ean l\u1ecbch h\u1eb9n, ph\u00e2n t\u00edch y t\u1ebf<\/td>\n<\/tr>\n<tr>\n<td>Vi\u1ec5n th\u00f4ng<\/td>\n<td>T\u01b0\u01a1ng t\u00e1c v\u1edbi kh\u00e1ch h\u00e0ng, b\u1ea3o m\u1eadt m\u1ea1ng<\/td>\n<\/tr>\n<\/tbody>\n<\/table><\/figure>\n\n<p class=\"wp-block-paragraph\">B\u1ea3ng n\u00e0y kh\u00f4ng ch\u1ec9 n\u00eau b\u1eadt s\u1ef1 \u0111a d\u1ea1ng trong c\u00e1c \u1ee9ng d\u1ee5ng c\u1ee7a t\u00e1c nh\u00e2n AI m\u00e0 c\u00f2n n\u00eau b\u1eadt ti\u1ec1m n\u0103ng c\u1ee7a ch\u00fang trong vi\u1ec7c chuy\u1ec3n \u0111\u1ed5i s\u00e2u s\u1eafc t\u1eebng l\u0129nh v\u1ef1c. Tr\u01b0\u1edbc s\u1ef1 thay \u0111\u1ed5i trong k\u1ef3 v\u1ecdng c\u1ee7a kh\u00e1ch h\u00e0ng v\u00e0 c\u00e1c ti\u00eau chu\u1ea9n b\u1ea3o m\u1eadt, vi\u1ec7c t\u00edch h\u1ee3p c\u00e1c c\u00f4ng ngh\u1ec7 n\u00e0y \u0111ang tr\u1edf n\u00ean c\u1ea7n thi\u1ebft.<\/p>\n\n<h2 class=\"wp-block-heading\">V\u01b0\u1ee3t qua nh\u1eefng th\u00e1ch th\u1ee9c trong vi\u1ec7c t\u00edch h\u1ee3p c\u00e1c t\u00e1c nh\u00e2n AI<\/h2>\n\n<p class=\"wp-block-paragraph\">Tuy nhi\u00ean, s\u1ef1 ph\u00e1t tri\u1ec3n c\u1ee7a AI c\u0169ng kh\u00f4ng ph\u1ea3i l\u00e0 kh\u00f4ng c\u00f3 tr\u1edf ng\u1ea1i. Trong s\u1ed1 nh\u1eefng th\u00e1ch th\u1ee9c ch\u00ednh \u0111\u01b0\u1ee3c x\u00e1c \u0111\u1ecbnh, t\u00ednh b\u1ea3o m\u1eadt d\u1eef li\u1ec7u l\u00e0 m\u1ed1i quan t\u00e2m l\u1edbn nh\u1ea5t c\u1ee7a 53% nh\u00e0 qu\u1ea3n l\u00fd CNTT. \u0110i\u1ec1u n\u00e0y cho th\u1ea5y nhu c\u1ea7u ng\u00e0y c\u00e0ng t\u0103ng v\u1ec1 qu\u1ea3n l\u00fd v\u00e0 qu\u1ea3n tr\u1ecb d\u1eef li\u1ec7u. Nh\u1eefng th\u00e1ch th\u1ee9c kh\u00e1c bao g\u1ed3m:<\/p>\n\n<ul class=\"wp-block-list\"><li><strong>T\u00edch h\u1ee3p v\u1edbi c\u00e1c h\u1ec7 th\u1ed1ng c\u0169<\/strong> :40% c\u00f4ng ty g\u1eb7p ph\u1ea3i v\u1ea5n \u0111\u1ec1 trong qu\u00e1 tr\u00ecnh t\u00edch h\u1ee3p n\u00e0y, khi\u1ebfn vi\u1ec7c \u00e1p d\u1ee5ng c\u00f4ng ngh\u1ec7 AI tr\u1edf n\u00ean ph\u1ee9c t\u1ea1p h\u01a1n.<\/li><li><strong>Chi ph\u00ed th\u1ef1c hi\u1ec7n cao<\/strong> :\u0110\u1ed1i v\u1edbi 39% s\u1ed1 ng\u01b0\u1eddi \u0111\u01b0\u1ee3c h\u1ecfi, nh\u1eefng chi ph\u00ed n\u00e0y l\u00e0 r\u00e0o c\u1ea3n \u0111\u00e1ng k\u1ec3 \u0111\u1ed1i v\u1edbi vi\u1ec7c \u00e1p d\u1ee5ng AI r\u1ed9ng r\u00e3i.<\/li><\/ul>\n\n<p class=\"wp-block-paragraph\">\u0110\u1ec3 gi\u1ea3i quy\u1ebft v\u1ea5n \u0111\u1ec1 n\u00e0y, c\u00e1c chuy\u00ean gia c\u1ee7a Cloudera khuy\u00ean b\u1ea1n n\u00ean th\u00eam c\u00e1c h\u1ec7 th\u1ed1ng n\u00e0y v\u00e0o c\u01a1 s\u1edf h\u1ea1 t\u1ea7ng AI hi\u1ec7n c\u00f3 thay v\u00ec b\u1eaft \u0111\u1ea7u t\u1eeb \u0111\u1ea7u. Ph\u01b0\u01a1ng ph\u00e1p k\u1ebft h\u1ee3p th\u01b0\u1eddng c\u00f3 hi\u1ec7u qu\u1ea3, gi\u00fap gi\u1ea3m thi\u1ec3u ma s\u00e1t.<\/p>\n\n<h3 class=\"wp-block-heading\">T\u01b0\u01a1ng lai v\u00e0 gi\u1ea3i ph\u00e1p: tri\u1ec3n khai d\u1ea7n d\u1ea7n<\/h3>\n\n<p class=\"wp-block-paragraph\">\u0110\u1ec3 v\u01b0\u1ee3t qua nh\u1eefng th\u00e1ch th\u1ee9c n\u00e0y, m\u1ed9t khuy\u1ebfn ngh\u1ecb l\u00e0 h\u00e3y b\u1eaft \u0111\u1ea7u t\u1eeb nh\u1eefng d\u1ef1 \u00e1n AI c\u1ee5 th\u1ec3, ch\u1eb3ng h\u1ea1n nh\u01b0 m\u1ed9t nh\u00e2n vi\u00ean h\u1ed7 tr\u1ee3 CNTT. B\u1eb1ng c\u00e1ch ch\u1ee9ng minh k\u1ebft qu\u1ea3 c\u1ee5 th\u1ec3, c\u00e1c c\u00f4ng ty c\u00f3 th\u1ec3 gi\u00e0nh \u0111\u01b0\u1ee3c s\u1ef1 tin t\u01b0\u1edfng c\u1ee7a nh\u00f3m l\u00e0m vi\u1ec7c c\u1ee7a m\u00ecnh v\u00e0 b\u1eaft \u0111\u1ea7u \u0111\u1eb7t n\u1ec1n t\u1ea3ng cho vi\u1ec7c tri\u1ec3n khai tr\u00ean quy m\u00f4 l\u1edbn h\u01a1n.<\/p>\n\n<p class=\"wp-block-paragraph\">C\u00e1c c\u00f4ng ty nh\u01b0<strong>IBM<\/strong>, <strong>Microsoft<\/strong> V\u00e0 <strong>L\u1eddi ti\u00ean tri<\/strong> \u0111ang ph\u00e1t tri\u1ec3n c\u00e1c gi\u1ea3i ph\u00e1p t\u00edch h\u1ee3p cho ph\u00e9p tri\u1ec3n khai hi\u1ec7u qu\u1ea3 c\u00e1c t\u00e1c nh\u00e2n AI trong nhi\u1ec1u h\u1ec7 th\u1ed1ng kh\u00e1c nhau. \u0110i\u1ec1u n\u00e0y l\u00e0m n\u1ed5i b\u1eadt xu h\u01b0\u1edbng m\u00e0 c\u00e1c n\u1ec1n t\u1ea3ng nh\u01b0 <strong>D\u1ecbch v\u1ee5 web c\u1ee7a Amazon<\/strong> V\u00e0 <strong>Robot d\u1eef li\u1ec7u<\/strong> cung c\u1ea5p c\u00e1c c\u00f4ng c\u1ee5 gi\u00fap d\u1ec5 d\u00e0ng \u00e1p d\u1ee5ng c\u00e1c c\u00f4ng ngh\u1ec7 n\u00e0y.<\/p>\n\n<h2 class=\"wp-block-heading\">T\u1ea7m quan tr\u1ecdng c\u1ee7a vi\u1ec7c qu\u1ea3n l\u00fd d\u1eef li\u1ec7u khi s\u1eed d\u1ee5ng t\u00e1c nh\u00e2n AI<\/h2>\n\n<p class=\"wp-block-paragraph\">M\u1ed9t trong nh\u1eefng kh\u00eda c\u1ea1nh quan tr\u1ecdng nh\u1ea5t khi tri\u1ec3n khai t\u00e1c nh\u00e2n AI l\u00e0 qu\u1ea3n l\u00fd d\u1eef li\u1ec7u. N\u1ebfu kh\u00f4ng c\u00f3 c\u01a1 s\u1edf d\u1eef li\u1ec7u v\u1eefng ch\u1eafc, c\u00e1c t\u00e1c nh\u00e2n AI kh\u00f4ng th\u1ec3 ho\u1ea1t \u0111\u1ed9ng b\u00ecnh th\u01b0\u1eddng, l\u00e0m h\u1ea1n ch\u1ebf hi\u1ec7u qu\u1ea3 c\u1ee7a ch\u00fang. C\u00f3 th\u1ec3 \u00e1p d\u1ee5ng nh\u1eefng bi\u1ec7n ph\u00e1p n\u00e0o \u0111\u1ec3 c\u1ea3i thi\u1ec7n c\u00f4ng t\u00e1c qu\u1ea3n l\u00fd n\u00e0y v\u00e0 \u0111\u1ea3m b\u1ea3o ho\u1ea1t \u0111\u1ed9ng b\u00ecnh th\u01b0\u1eddng c\u1ee7a c\u00e1c t\u00e1c nh\u00e2n? Sau \u0111\u00e2y l\u00e0 m\u1ed9t s\u1ed1 chi\u1ebfn l\u01b0\u1ee3c:<\/p>\n\n<ul class=\"wp-block-list\"><li><strong>\u0110\u1ea7u t\u01b0 v\u00e0o c\u00e1c gi\u1ea3i ph\u00e1p m\u1ea1nh m\u1ebd<\/strong> : S\u1eed d\u1ee5ng c\u00e1c c\u00f4ng c\u1ee5 nh\u01b0 <strong>B\u1ee9c v\u1ebd<\/strong> \u0111\u1ec3 tr\u1ef1c quan h\u00f3a v\u00e0 ph\u00e2n t\u00edch d\u1eef li\u1ec7u, do \u0111\u00f3 \u0111\u1ea3m b\u1ea3o ch\u1ea5t l\u01b0\u1ee3ng t\u1ed1i \u01b0u.<\/li><li><strong>Thi\u1ebft l\u1eadp n\u1ec1n qu\u1ea3n tr\u1ecb m\u1ea1nh m\u1ebd<\/strong> :X\u00e1c \u0111\u1ecbnh ch\u00ednh s\u00e1ch r\u00f5 r\u00e0ng cho vi\u1ec7c qu\u1ea3n l\u00fd d\u1eef li\u1ec7u, \u0111\u1ea3m b\u1ea3o t\u00ednh b\u1ea3o m\u1eadt v\u00e0 tu\u00e2n th\u1ee7.<\/li><li><strong>Hu\u1ea5n luy\u1ec7n c\u00e1c \u0111\u1ed9i<\/strong> : \u0110\u1ea3m b\u1ea3o nh\u00e2n vi\u00ean \u0111\u01b0\u1ee3c trang b\u1ecb c\u00e1c k\u1ef9 n\u0103ng c\u1ea7n thi\u1ebft \u0111\u1ec3 l\u00e0m vi\u1ec7c v\u1edbi c\u00e1c c\u00f4ng ngh\u1ec7 m\u1edbi n\u00e0y.<\/li><\/ul>\n\n<figure class=\"wp-block-table\"><table>\n<thead>\n<tr>\n<th>Chi\u1ebfn l\u01b0\u1ee3c<\/th>\n<th>S\u1ef1 mi\u00eau t\u1ea3<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u0110\u1ea7u t\u01b0 c\u00f4ng ngh\u1ec7<\/td>\n<td>Vi\u1ec7c \u00e1p d\u1ee5ng c\u00e1c c\u00f4ng c\u1ee5 ph\u00e2n t\u00edch d\u1eef li\u1ec7u nh\u01b0 <strong>B\u1ee9c v\u1ebd<\/strong><\/td>\n<\/tr>\n<tr>\n<td>Qu\u1ea3n tr\u1ecb d\u1eef li\u1ec7u<\/td>\n<td>Th\u1ef1c hi\u1ec7n ch\u00ednh s\u00e1ch \u0111\u1ea3m b\u1ea3o an ninh th\u00f4ng tin<\/td>\n<\/tr>\n<tr>\n<td>Gi\u00e1o d\u1ee5c th\u01b0\u1eddng xuy\u00ean<\/td>\n<td>Ph\u00e1t tri\u1ec3n k\u1ef9 n\u0103ng l\u00e0m vi\u1ec7c nh\u00f3m \u0111\u1ec3 l\u00e0m vi\u1ec7c v\u1edbi h\u1ec7 th\u1ed1ng AI<\/td>\n<\/tr>\n<\/tbody>\n<\/table><\/figure>\n\n<p class=\"wp-block-paragraph\">Nh\u1eefng c\u00e1ch ti\u1ebfp c\u1eadn n\u00e0y r\u1ea5t c\u1ea7n thi\u1ebft \u0111\u1ec3 t\u00edch h\u1ee3p th\u00e0nh c\u00f4ng c\u00e1c t\u00e1c nh\u00e2n AI trong khi v\u1eabn \u0111\u00e1p \u1ee9ng c\u00e1c ti\u00eau chu\u1ea9n v\u1ec1 ch\u1ea5t l\u01b0\u1ee3ng v\u00e0 b\u1ea3o m\u1eadt. B\u1eb1ng c\u00e1ch t\u1ed1i \u01b0u h\u00f3a qu\u1ea3n l\u00fd d\u1eef li\u1ec7u, c\u00e1c c\u00f4ng ty kh\u00f4ng ch\u1ec9 \u0111\u01b0\u1ee3c h\u01b0\u1edfng l\u1ee3i t\u1eeb AI m\u00e0 c\u00f2n c\u1ee7ng c\u1ed1 v\u1ecb th\u1ebf tr\u00ean th\u1ecb tr\u01b0\u1eddng.<\/p>\n\n<h2 class=\"wp-block-heading\">C\u00e1c tr\u01b0\u1eddng h\u1ee3p s\u1eed d\u1ee5ng t\u00e1c nh\u00e2n AI trong nhi\u1ec1u l\u0129nh v\u1ef1c kh\u00e1c nhau<\/h2>\n\n<p class=\"wp-block-paragraph\">Hi\u1ec7n nay, c\u00e1c \u1ee9ng d\u1ee5ng c\u1ee7a t\u00e1c nh\u00e2n AI \u0111ang ng\u00e0y c\u00e0ng t\u0103ng l\u00ean, cung c\u1ea5p c\u00e1c gi\u1ea3i ph\u00e1p s\u00e1ng t\u1ea1o ph\u00f9 h\u1ee3p v\u1edbi nhu c\u1ea7u c\u1ee5 th\u1ec3 c\u1ee7a t\u1eebng l\u0129nh v\u1ef1c. Cho d\u00f9 l\u00e0 t\u00e0i ch\u00ednh, y t\u1ebf hay vi\u1ec5n th\u00f4ng, kh\u1ea3 n\u0103ng \u0111\u1ec1u r\u1ea5t l\u1edbn. H\u00e3y c\u00f9ng xem m\u1ed9t s\u1ed1 v\u00ed d\u1ee5 c\u1ee5 th\u1ec3:<\/p>\n\n<ul class=\"wp-block-list\"><li><strong>Trong l\u0129nh v\u1ef1c t\u00e0i ch\u00ednh<\/strong> :AI \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng \u0111\u1ec3 ph\u00e1t hi\u1ec7n ho\u1ea1t \u0111\u1ed9ng gian l\u1eadn b\u1eb1ng c\u00e1ch ph\u00e2n t\u00edch h\u00e0ng ngh\u00ecn giao d\u1ecbch ch\u1ec9 trong v\u00e0i gi\u00e2y.<\/li><li><strong>Trong l\u0129nh v\u1ef1c s\u1ee9c kh\u1ecfe<\/strong> :C\u00e1c t\u00e1c nh\u00e2n AI g\u00f3p ph\u1ea7n t\u1ed1i \u01b0u h\u00f3a l\u1ecbch h\u1eb9n v\u00e0 ph\u00e2n t\u00edch b\u1ec7nh t\u1eadt, t\u0103ng hi\u1ec7u qu\u1ea3 ch\u0103m s\u00f3c.<\/li><li><strong>Trong vi\u1ec5n th\u00f4ng<\/strong> :C\u00e1c doanh nghi\u1ec7p \u0111ang c\u1ea3i thi\u1ec7n d\u1ecbch v\u1ee5 kh\u00e1ch h\u00e0ng th\u00f4ng qua c\u00e1c chatbot th\u00f4ng minh c\u00f3 kh\u1ea3 n\u0103ng gi\u1ea3i quy\u1ebft c\u00e1c y\u00eau c\u1ea7u ph\u1ee9c t\u1ea1p m\u00e0 kh\u00f4ng c\u1ea7n s\u1ef1 can thi\u1ec7p c\u1ee7a con ng\u01b0\u1eddi.<\/li><\/ul>\n\n<p class=\"wp-block-paragraph\">Nh\u1eefng v\u00ed d\u1ee5 n\u00e0y minh h\u1ecda c\u00e1ch c\u00e1c t\u00e1c nh\u00e2n AI kh\u00f4ng ch\u1ec9 c\u1ea3i thi\u1ec7n hi\u1ec7u qu\u1ea3 m\u00e0 c\u00f2n n\u00e2ng cao tr\u1ea3i nghi\u1ec7m c\u1ee7a ng\u01b0\u1eddi d\u00f9ng.<\/p>\n\n<p class=\"wp-block-paragraph\">Khi c\u00e1c doanh nghi\u1ec7p ti\u1ebfp t\u1ee5c kh\u00e1m ph\u00e1 nh\u1eefng kh\u1ea3 n\u0103ng m\u00e0 c\u00e1c t\u00e1c nh\u00e2n AI mang l\u1ea1i, \u0111i\u1ec1u c\u1ea7n thi\u1ebft l\u00e0 ph\u1ea3i v\u01b0\u1ee3t qua nh\u1eefng th\u00e1ch th\u1ee9c li\u00ean quan \u0111\u1ebfn vi\u1ec7c tri\u1ec3n khai ch\u00fang. Ch\u00eca kh\u00f3a n\u1eb1m \u1edf vi\u1ec7c c\u00e2n b\u1eb1ng gi\u1eefa \u0111\u1ed5i m\u1edbi v\u00e0 qu\u1ea3n l\u00fd d\u1eef li\u1ec7u ch\u1eb7t ch\u1ebd. \u0110\u00e2y ch\u00ednh l\u00e0 c\u00e1ch tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o th\u1ef1c s\u1ef1 c\u00f3 th\u1ec3 bi\u1ebfn \u0111\u1ed5i b\u1ed1i c\u1ea3nh kinh doanh, mang l\u1ea1i l\u1ee3i \u00edch cho t\u1ea5t c\u1ea3 c\u00e1c b\u00ean li\u00ean quan.<\/p>\n\n\n","protected":false},"excerpt":{"rendered":"<p>Khi n\u0103m 2025 \u0111ang \u0111\u1ebfn g\u1ea7n, tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (AI) \u0111ang n\u1ed5i l\u00ean nh\u01b0 m\u1ed9t nh\u00e2n t\u1ed1 ch\u00ednh trong th\u1ebf gi\u1edbi kinh doanh. Qu\u1ea3n l\u00fd quy tr\u00ecnh, t\u1ed1i \u01b0u h\u00f3a hi\u1ec7u su\u1ea5t v\u00e0 h\u1ed7 tr\u1ee3 ph\u00e1t tri\u1ec3n ph\u1ea7n m\u1ec1m \u0111ang \u0111\u01b0\u1ee3c chuy\u1ec3n \u0111\u1ed5i nh\u1edd c\u00e1c t\u00e1c nh\u00e2n AI n\u00e0y. M\u1ed9t nghi\u00ean c\u1ee9u do Cloudera [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":19934,"comment_status":"closed","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[77],"tags":[16551,37256,37259,8911,284],"class_list":["post-19962","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-non-classe-vi","tag-cong-ty-vi","tag-dam-may-vi","tag-hoc-vi","tag-hoi-nhap-vi","tag-tri-tue-nhan-tao-vi"],"_links":{"self":[{"href":"https:\/\/www.mon-agent-ia.fr\/blog\/wp-json\/wp\/v2\/posts\/19962","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=19962"}],"version-history":[{"count":1,"href":"https:\/\/www.mon-agent-ia.fr\/blog\/wp-json\/wp\/v2\/posts\/19962\/revisions"}],"predecessor-version":[{"id":19963,"href":"https:\/\/www.mon-agent-ia.fr\/blog\/wp-json\/wp\/v2\/posts\/19962\/revisions\/19963"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.mon-agent-ia.fr\/blog\/wp-json\/wp\/v2\/media\/19934"}],"wp:attachment":[{"href":"https:\/\/www.mon-agent-ia.fr\/blog\/wp-json\/wp\/v2\/media?parent=19962"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.mon-agent-ia.fr\/blog\/wp-json\/wp\/v2\/categories?post=19962"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.mon-agent-ia.fr\/blog\/wp-json\/wp\/v2\/tags?post=19962"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}