{"id":100211,"date":"2025-07-31T17:05:12","date_gmt":"2025-07-31T10:05:12","guid":{"rendered":"https:\/\/bap-software.net\/?post_type=knowledge&#038;p=100211"},"modified":"2025-10-14T16:50:17","modified_gmt":"2025-10-14T09:50:17","slug":"narrow-ai","status":"publish","type":"knowledge","link":"https:\/\/bap-software.net\/vi\/knowledge\/narrow-ai\/","title":{"rendered":"Narrow AI trong th\u1ef1c t\u1ebf: C\u00e1ch c\u00e1c doanh nghi\u1ec7p \u0111ang t\u1eadn d\u1ee5ng c\u00f4ng ngh\u1ec7 AI."},"content":{"rendered":"<p><span style=\"font-weight: 400;\">Trong khi Artificial General Intelligence (AGI) v\u1eabn c\u00f2n l\u00e0 m\u1ee5c ti\u00eau t\u01b0\u01a1ng lai, th\u00ec Narrow AI (ANI) \u2013 tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o h\u1eb9p \u2013 ch\u00ednh l\u00e0 c\u00f4ng ngh\u1ec7 \u0111ang hi\u1ec7n di\u1ec7n v\u00e0 t\u1ea1o ra gi\u00e1 tr\u1ecb th\u1ef1c t\u1ebf m\u1ed7i ng\u00e0y. V\u1eady Narrow AI th\u1ef1c s\u1ef1 l\u00e0 g\u00ec, v\u00e0 l\u00e0m th\u1ebf n\u00e0o \u0111\u1ec3 doanh nghi\u1ec7p t\u1eadn d\u1ee5ng hi\u1ec7u qu\u1ea3? B\u00e0i vi\u1ebft n\u00e0y s\u1ebd gi\u00fap b\u1ea1n l\u00e0m r\u00f5.<\/span><\/p>\n<div id=\"attachment_100248\" style=\"width: 673px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" aria-describedby=\"caption-attachment-100248\" class=\"wp-image-100248 \" src=\"https:\/\/cdn.bap-software.net\/2025\/07\/31215305\/narrow-ai-ani-1.jpg\" alt=\"Narrow AI (ANI)\" width=\"663\" height=\"530\" \/><p id=\"caption-attachment-100248\" class=\"wp-caption-text\">Narrow AI l\u00e0 g\u00ec? C\u00e1ch c\u00e1c doanh nghi\u1ec7p \u0111ang t\u1eadn d\u1ee5ng c\u00f4ng ngh\u1ec7 ANI. Ngu\u1ed3n: University of Cambridge<\/p><\/div>\n<h2><b>Narrow AI (ANI) l\u00e0 g\u00ec?<\/b><\/h2>\n<p><b>Narrow AI<\/b><span style=\"font-weight: 400;\"> (<\/span><b>Artificial Narrow Intelligence &#8211; ANI<\/b><span style=\"font-weight: 400;\">) hay Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o h\u1eb9p l\u00e0 d\u1ea1ng tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf \u0111\u1ec3 x\u1eed l\u00fd m\u1ed9t nhi\u1ec7m v\u1ee5 c\u1ee5 th\u1ec3 v\u1edbi hi\u1ec7u su\u1ea5t r\u1ea5t cao. \u0110\u00e2y l\u00e0 h\u00ecnh th\u1ee9c AI ph\u1ed5 bi\u1ebfn v\u00e0 d\u1ec5 th\u1ea5y nh\u1ea5t hi\u1ec7n nay, \u0111\u01b0\u1ee3c \u1ee9ng d\u1ee5ng r\u1ed9ng r\u00e3i trong nhi\u1ec1u l\u0129nh v\u1ef1c t\u1eeb \u0111\u1eddi s\u1ed1ng th\u01b0\u1eddng nh\u1eadt \u0111\u1ebfn quy tr\u00ecnh v\u1eadn h\u00e0nh doanh nghi\u1ec7p.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Kh\u00e1c v\u1edbi <\/span><b>AGI (Artificial General Intelligence)<\/b><span style=\"font-weight: 400;\"> \u2013 c\u00f3 kh\u1ea3 n\u0103ng t\u01b0 duy nh\u01b0 con ng\u01b0\u1eddi, hay <\/span><b>ASI (Artificial Superintelligence)<\/b><span style=\"font-weight: 400;\"> \u2013 v\u01b0\u1ee3t qua tr\u00ed tu\u1ec7 con ng\u01b0\u1eddi, Narrow AI kh\u00f4ng c\u00f3 \u00fd th\u1ee9c, kh\u00f4ng hi\u1ec3u ng\u1eef c\u1ea3nh ngo\u00e0i ph\u1ea1m vi n\u00f3 \u0111\u01b0\u1ee3c \u0111\u00e0o t\u1ea1o. N\u00f3 ch\u1ec9 gi\u1ecfi trong m\u1ed9t c\u00f4ng vi\u1ec7c duy nh\u1ea5t m\u00e0 n\u00f3 \u0111\u01b0\u1ee3c l\u1eadp tr\u00ecnh ho\u1eb7c hu\u1ea5n luy\u1ec7n \u0111\u1ec3 l\u00e0m.<\/span><\/p>\n<h3><strong>\u0110\u1eb7c \u0111i\u1ec3m n\u1ed5i b\u1eadt c\u1ee7a Narrow AI<\/strong><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>T\u1eadp trung v\u00e0o m\u1ed9t t\u00e1c v\u1ee5 c\u1ee5 th\u1ec3:<\/b><span style=\"font-weight: 400;\"> Nh\u01b0 d\u1ecbch ng\u00f4n ng\u1eef, nh\u1eadn di\u1ec7n khu\u00f4n m\u1eb7t, ph\u00e2n t\u00edch d\u1eef li\u1ec7u h\u00e0nh vi&#8230;<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Kh\u00f4ng c\u00f3 kh\u1ea3 n\u0103ng suy lu\u1eadn t\u1ed5ng qu\u00e1t:<\/b><span style=\"font-weight: 400;\"> Kh\u00f4ng th\u1ec3 x\u1eed l\u00fd t\u00e1c v\u1ee5 ngo\u00e0i ph\u1ea1m vi \u0111\u00e3 h\u1ecdc.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Hi\u1ec7u qu\u1ea3 cao khi c\u00f3 d\u1eef li\u1ec7u \u0111\u1ee7 l\u1edbn:<\/b><span style=\"font-weight: 400;\"> \u0110\u01b0\u1ee3c hu\u1ea5n luy\u1ec7n b\u1eb1ng kho d\u1eef li\u1ec7u l\u1edbn, Narrow AI \u0111\u1ea1t \u0111\u1ed9 ch\u00ednh x\u00e1c r\u1ea5t cao.<\/span><\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h3><strong>V\u00ed d\u1ee5 ph\u1ed5 bi\u1ebfn c\u1ee7a Narrow AI trong th\u1ef1c t\u1ebf<\/strong><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Tr\u1ee3 l\u00fd \u1ea3o:<\/b><span style=\"font-weight: 400;\"> Siri, Google Assistant \u2013 nh\u1eadn di\u1ec7n gi\u1ecdng n\u00f3i v\u00e0 ph\u1ea3n h\u1ed3i d\u1ef1a tr\u00ean k\u1ecbch b\u1ea3n.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>G\u1ee3i \u00fd n\u1ed9i dung:<\/b><span style=\"font-weight: 400;\"> Netflix, YouTube, Spotify \u2013 ph\u00e2n t\u00edch h\u00e0nh vi ng\u01b0\u1eddi d\u00f9ng \u0111\u1ec3 \u0111\u1ec1 xu\u1ea5t.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>D\u1ecbch m\u00e1y:<\/b><span style=\"font-weight: 400;\"> Google Translate \u2013 d\u1ecbch nhanh c\u00e1c c\u00e2u, \u0111o\u1ea1n v\u0103n d\u1ef1a tr\u00ean m\u00f4 h\u00ecnh h\u1ecdc s\u00e2u.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Th\u1ecb gi\u00e1c m\u00e1y t\u00ednh:<\/b><span style=\"font-weight: 400;\"> AI \u0111\u1ecdc \u1ea3nh y t\u1ebf, ph\u00e1t hi\u1ec7n v\u1eadt th\u1ec3, ki\u1ec3m tra l\u1ed7i s\u1ea3n ph\u1ea9m.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>T\u00e0i ch\u00ednh:<\/b><span style=\"font-weight: 400;\"> AI ph\u00e2n t\u00edch r\u1ee7i ro t\u00edn d\u1ee5ng, ph\u00e1t hi\u1ec7n gian l\u1eadn giao d\u1ecbch.<\/span><\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h3><strong>So s\u00e1nh ANI \u2013 AGI \u2013 ASI<\/strong><\/h3>\n<table style=\"width: 58.9074%;\">\n<tbody>\n<tr>\n<td style=\"width: 23.8255%;\"><b>Lo\u1ea1i AI<\/b><\/td>\n<td style=\"width: 37.4161%;\"><b>Kh\u1ea3 n\u0103ng<\/b><\/td>\n<td style=\"width: 53.1879%;\"><b>V\u00ed d\u1ee5 th\u1ef1c t\u1ebf<\/b><\/td>\n<\/tr>\n<tr>\n<td style=\"width: 23.8255%;\"><b>Narrow AI (ANI)<\/b><\/td>\n<td style=\"width: 37.4161%;\"><span style=\"font-weight: 400;\">L\u00e0m t\u1ed1t m\u1ed9t vi\u1ec7c c\u1ee5 th\u1ec3<\/span><\/td>\n<td style=\"width: 53.1879%;\"><span style=\"font-weight: 400;\">Chatbot, AI ph\u00e2n t\u00edch \u1ea3nh<\/span><\/td>\n<\/tr>\n<tr>\n<td style=\"width: 23.8255%;\"><b>AGI<\/b><\/td>\n<td style=\"width: 37.4161%;\"><span style=\"font-weight: 400;\">L\u00e0m nhi\u1ec1u vi\u1ec7c nh\u01b0 con ng\u01b0\u1eddi<\/span><\/td>\n<td style=\"width: 53.1879%;\"><span style=\"font-weight: 400;\">Ch\u01b0a t\u1ed3n t\u1ea1i, \u0111ang nghi\u00ean c\u1ee9u<\/span><\/td>\n<\/tr>\n<tr>\n<td style=\"width: 23.8255%;\"><b>ASI<\/b><\/td>\n<td style=\"width: 37.4161%;\"><span style=\"font-weight: 400;\">Th\u00f4ng minh h\u01a1n con ng\u01b0\u1eddi<\/span><\/td>\n<td style=\"width: 53.1879%;\"><span style=\"font-weight: 400;\">L\u00fd thuy\u1ebft, ch\u01b0a hi\u1ec7n h\u1eefu<\/span><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p><span style=\"font-weight: 400;\">T\u00f3m l\u1ea1i, Narrow AI l\u00e0 n\u1ec1n t\u1ea3ng AI d\u1ec5 ti\u1ebfp c\u1eadn nh\u1ea5t hi\u1ec7n nay. N\u00f3 kh\u00f4ng thay th\u1ebf con ng\u01b0\u1eddi to\u00e0n di\u1ec7n, nh\u01b0ng l\u1ea1i c\u1ef1c k\u1ef3 hi\u1ec7u qu\u1ea3 khi \u0111\u01b0\u1ee3c \u00e1p d\u1ee5ng \u0111\u00fang v\u00e0o b\u00e0i to\u00e1n c\u1ee5 th\u1ec3 c\u1ee7a doanh nghi\u1ec7p.<\/span><\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\" wp-image-100267 aligncenter\" src=\"https:\/\/cdn.bap-software.net\/2025\/07\/31220309\/narrow-ai-ani-2-e1760434238630.jpg\" alt=\"narrow ai ani\" width=\"925\" height=\"569\" \/><\/p>\n<h2><b>T\u1ea1i sao Narrow AI l\u1ea1i ph\u1ed5 bi\u1ebfn v\u00e0 quan tr\u1ecdng hi\u1ec7n nay?<\/b><\/h2>\n<p><span style=\"font-weight: 400;\">D\u00f9 kh\u00f4ng c\u00f3 kh\u1ea3 n\u0103ng t\u1ed5ng qu\u00e1t nh\u01b0 AGI, nh\u01b0ng <\/span><b>Narrow AI<\/b><span style=\"font-weight: 400;\"> l\u1ea1i ch\u00ednh l\u00e0 l\u1ef1c \u0111\u1ea9y m\u1ea1nh m\u1ebd nh\u1ea5t trong l\u00e0n s\u00f3ng s\u1ed1 h\u00f3a hi\u1ec7n t\u1ea1i. D\u01b0\u1edbi \u0111\u00e2y l\u00e0 nh\u1eefng l\u00fd do khi\u1ebfn Narrow AI tr\u1edf n\u00ean ph\u1ed5 bi\u1ebfn v\u00e0 thi\u1ebft y\u1ebfu v\u1edbi doanh nghi\u1ec7p:<\/span><\/p>\n<ul>\n<li><strong>Th\u1ef1c t\u1ebf, d\u1ec5 tri\u1ec3n khai<\/strong><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">Narrow AI kh\u00f4ng y\u00eau c\u1ea7u si\u00eau m\u00e1y t\u00ednh hay thu\u1eadt to\u00e1n ph\u1ee9c t\u1ea1p nh\u01b0 AGI. N\u00f3 c\u00f3 th\u1ec3 ho\u1ea1t \u0111\u1ed9ng hi\u1ec7u qu\u1ea3 ch\u1ec9 v\u1edbi m\u00f4 h\u00ecnh \u0111\u01a1n nhi\u1ec7m v\u00e0 t\u1eadp d\u1eef li\u1ec7u ph\u00f9 h\u1ee3p, d\u1ec5 tri\u1ec3n khai trong m\u00f4i tr\u01b0\u1eddng doanh nghi\u1ec7p v\u1eeba v\u00e0 nh\u1ecf.<\/span><\/p>\n<ul>\n<li><strong>Chi ph\u00ed tri\u1ec3n khai h\u1ee3p l\u00fd<\/strong><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">V\u00ec t\u1eadp trung v\u00e0o m\u1ed9t t\u00e1c v\u1ee5 duy nh\u1ea5t, n\u00ean chi ph\u00ed x\u00e2y d\u1ef1ng m\u00f4 h\u00ecnh AI v\u00e0 th\u1eddi gian hu\u1ea5n luy\u1ec7n th\u1ea5p h\u01a1n \u0111\u00e1ng k\u1ec3 so v\u1edbi h\u1ec7 th\u1ed1ng AI \u0111a nhi\u1ec7m. Doanh nghi\u1ec7p d\u1ec5 d\u00e0ng \u0111\u1ea7u t\u01b0 t\u1eebng b\u01b0\u1edbc v\u00e0 m\u1edf r\u1ed9ng d\u1ea7n theo nhu c\u1ea7u th\u1ef1c t\u1ebf.<\/span><\/p>\n<ul>\n<li><strong>Kh\u1ea3 n\u0103ng t\u1ea1o ra gi\u00e1 tr\u1ecb \u0111o l\u01b0\u1eddng \u0111\u01b0\u1ee3c<\/strong>\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Gi\u1ea3m chi ph\u00ed v\u1eadn h\u00e0nh nh\u1edd t\u1ef1 \u0111\u1ed9ng h\u00f3a.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">T\u0103ng n\u0103ng su\u1ea5t v\u00e0 \u0111\u1ed9 ch\u00ednh x\u00e1c trong c\u00f4ng vi\u1ec7c l\u1eb7p l\u1ea1i.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">C\u1ea3i thi\u1ec7n tr\u1ea3i nghi\u1ec7m kh\u00e1ch h\u00e0ng qua c\u00e1 nh\u00e2n h\u00f3a d\u1ecbch v\u1ee5.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">T\u1ed1i \u01b0u h\u00f3a chu\u1ed7i cung \u1ee9ng, marketing v\u00e0 quy tr\u00ecnh n\u1ed9i b\u1ed9.<\/span><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul>\n<li><strong>M\u1edf \u0111\u01b0\u1eddng cho chuy\u1ec3n \u0111\u1ed5i s\u1ed1 to\u00e0n di\u1ec7n<\/strong><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">Narrow AI gi\u00fap doanh nghi\u1ec7p l\u00e0m quen v\u1edbi c\u00f4ng ngh\u1ec7 AI m\u1ed9t c\u00e1ch an to\u00e0n v\u00e0 hi\u1ec7u qu\u1ea3 tr\u01b0\u1edbc khi chuy\u1ec3n sang \u1ee9ng d\u1ee5ng AI n\u00e2ng cao h\u01a1n nh\u01b0 AGI. \u0110\u00e2y l\u00e0 ti\u1ec1n \u0111\u1ec1 quan tr\u1ecdng cho h\u00e0nh tr\u00ecnh<\/span> <span style=\"font-weight: 400;\">chuy\u1ec3n \u0111\u1ed5i s\u1ed1 b\u1ec1n v\u1eefng.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Ch\u00ednh v\u00ec v\u1eady, Narrow AI kh\u00f4ng ch\u1ec9 ph\u1ed5 bi\u1ebfn m\u00e0 c\u00f2n l\u00e0 gi\u1ea3i ph\u00e1p kh\u1edfi \u0111\u1ea7u l\u00fd t\u01b0\u1edfng \u0111\u1ec3 doanh nghi\u1ec7p \u1ee9ng d\u1ee5ng AI v\u00e0o th\u1ef1c ti\u1ec5n v\u1edbi r\u1ee7i ro th\u1ea5p, l\u1ee3i \u00edch r\u00f5 r\u00e0ng v\u00e0 chi ph\u00ed t\u1ed1i \u01b0u.<\/span><\/p>\n<div id=\"attachment_100272\" style=\"width: 806px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" aria-describedby=\"caption-attachment-100272\" class=\"wp-image-100272\" src=\"https:\/\/cdn.bap-software.net\/2025\/07\/31221012\/narrow-ai-ani-3-e1760434889154.jpg\" alt=\"narrow ai -ani\" width=\"796\" height=\"637\" \/><p id=\"caption-attachment-100272\" class=\"wp-caption-text\">T\u1ea7m quan tr\u1ecdng c\u1ee7a ANI Ngu\u1ed3n: Vietnam+<\/p><\/div>\n<h2><b>\u1ee8ng d\u1ee5ng th\u1ef1c t\u1ebf c\u1ee7a Narrow AI trong doanh nghi\u1ec7p<\/b><\/h2>\n<p><span style=\"font-weight: 400;\">Narrow AI \u0111\u00e3 v\u00e0 \u0111ang t\u1ea1o ra gi\u00e1 tr\u1ecb l\u1edbn trong nhi\u1ec1u l\u0129nh v\u1ef1c nh\u1edd t\u00ednh kh\u1ea3 thi cao, chi ph\u00ed h\u1ee3p l\u00fd v\u00e0 d\u1ec5 \u0111o l\u01b0\u1eddng hi\u1ec7u qu\u1ea3. D\u01b0\u1edbi \u0111\u00e2y l\u00e0 m\u1ed9t s\u1ed1 \u1ee9ng d\u1ee5ng ti\u00eau bi\u1ec3u m\u00e0 doanh nghi\u1ec7p c\u00f3 th\u1ec3 tri\u1ec3n khai ngay:<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><strong>Ch\u0103m s\u00f3c kh\u00e1ch h\u00e0ng th\u00f4ng minh<\/strong><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Chatbot t\u1ef1 \u0111\u1ed9ng ph\u1ea3n h\u1ed3i c\u00e2u h\u1ecfi th\u01b0\u1eddng g\u1eb7p, h\u1ed7 tr\u1ee3 kh\u00e1ch h\u00e0ng 24\/7.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Callbot th\u00f4ng minh ti\u1ebfp nh\u1eadn cu\u1ed9c g\u1ecdi, ghi nh\u1eadn nhu c\u1ea7u v\u00e0 x\u1eed l\u00fd \u0111\u01a1n gi\u1ea3n h\u00f3a th\u00f4ng tin kh\u00e1ch h\u00e0ng.<\/span><\/li>\n<\/ul>\n<p><b>V\u00ed d\u1ee5:<\/b><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>TPBank<\/b><span style=\"font-weight: 400;\"> s\u1eed d\u1ee5ng chatbot t\u00edch h\u1ee3p v\u00e0o app ng\u00e2n h\u00e0ng \u0111\u1ec3 t\u01b0 v\u1ea5n v\u00e0 m\u1edf t\u00e0i kho\u1ea3n nhanh ch\u00f3ng.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Tiki<\/b><span style=\"font-weight: 400;\"> tri\u1ec3n khai tr\u1ee3 l\u00fd \u1ea3o \u0111a k\u00eanh gi\u00fap t\u0103ng t\u1ef7 l\u1ec7 x\u1eed l\u00fd \u0111\u01a1n h\u00e0ng v\u00e0 gi\u1ea3m chi ph\u00ed CSKH.<\/span><\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h3><strong>Ph\u00e2n t\u00edch d\u1eef li\u1ec7u v\u00e0 d\u1ef1 \u0111o\u00e1n h\u00e0nh vi<\/strong><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">D\u1ef1 \u0111o\u00e1n h\u00e0nh vi ng\u01b0\u1eddi ti\u00eau d\u00f9ng, t\u1ed1i \u01b0u chi\u1ebfn d\u1ecbch qu\u1ea3ng c\u00e1o.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Ph\u00e2n t\u00edch l\u1ecbch s\u1eed giao d\u1ecbch, h\u00e0nh vi \u0111\u1ec3 t\u0103ng doanh s\u1ed1 ho\u1eb7c gi\u1ea3m r\u1ee7i ro.<\/span><\/li>\n<\/ul>\n<p><b>V\u00ed d\u1ee5:<\/b><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Lazada<\/b><span style=\"font-weight: 400;\"> s\u1eed d\u1ee5ng thu\u1eadt to\u00e1n AI \u0111\u1ec3 \u0111\u1ec1 xu\u1ea5t s\u1ea3n ph\u1ea9m c\u00e1 nh\u00e2n h\u00f3a d\u1ef1a tr\u00ean h\u00e0nh vi mua h\u00e0ng.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Momo<\/b><span style=\"font-weight: 400;\"> \u00e1p d\u1ee5ng ph\u00e2n t\u00edch d\u1eef li\u1ec7u \u0111\u1ec3 thi\u1ebft k\u1ebf c\u00e1c g\u00f3i khuy\u1ebfn m\u00e3i tr\u00fang nhu c\u1ea7u ng\u01b0\u1eddi d\u00f9ng.<\/span><\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h3><strong>T\u1ef1 \u0111\u1ed9ng h\u00f3a quy tr\u00ecnh (RPA + AI)<\/strong><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Nh\u1eadn di\u1ec7n k\u00fd t\u1ef1 quang h\u1ecdc (OCR), ph\u00e2n lo\u1ea1i email, x\u1eed l\u00fd h\u00f3a \u0111\u01a1n t\u1ef1 \u0111\u1ed9ng.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Ki\u1ec3m tra ch\u1ea5t l\u01b0\u1ee3ng s\u1ea3n ph\u1ea9m b\u1eb1ng th\u1ecb gi\u00e1c m\u00e1y t\u00ednh.<\/span><\/li>\n<\/ul>\n<p><b>V\u00ed d\u1ee5:<\/b><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Viettel Post<\/b><span style=\"font-weight: 400;\"> \u1ee9ng d\u1ee5ng RPA k\u1ebft h\u1ee3p AI \u0111\u1ec3 s\u1ed1 h\u00f3a h\u00f3a \u0111\u01a1n, gi\u1ea3m th\u1eddi gian x\u1eed l\u00fd d\u1eef li\u1ec7u.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Vinamilk<\/b><span style=\"font-weight: 400;\"> s\u1eed d\u1ee5ng h\u1ec7 th\u1ed1ng AI Vision \u0111\u1ec3 ki\u1ec3m tra n\u1eafp chai v\u00e0 nh\u00e3n m\u00e1c trong d\u00e2y chuy\u1ec1n s\u1ea3n xu\u1ea5t.<\/span><\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h3><strong>An ninh v\u00e0 b\u1ea3o m\u1eadt h\u1ec7 th\u1ed1ng<\/strong><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Ph\u00e2n t\u00edch h\u00e0nh vi truy c\u1eadp h\u1ec7 th\u1ed1ng \u0111\u1ec3 ph\u00e1t hi\u1ec7n b\u1ea5t th\u01b0\u1eddng.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">X\u00e1c th\u1ef1c danh t\u00ednh qua sinh tr\u1eafc h\u1ecdc: khu\u00f4n m\u1eb7t, v\u00e2n tay.<\/span><\/li>\n<\/ul>\n<p><b>V\u00ed d\u1ee5:<\/b><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>VPBank<\/b><span style=\"font-weight: 400;\"> d\u00f9ng AI \u0111\u1ec3 ng\u0103n ch\u1eb7n giao d\u1ecbch b\u1ea5t th\u01b0\u1eddng theo th\u1eddi gian th\u1ef1c.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>MB Bank<\/b><span style=\"font-weight: 400;\"> t\u00edch h\u1ee3p eKYC b\u1eb1ng AI v\u00e0o qu\u00e1 tr\u00ecnh m\u1edf t\u00e0i kho\u1ea3n online.<\/span><\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h3><strong>Tuy\u1ec3n d\u1ee5ng v\u00e0 qu\u1ea3n l\u00fd nh\u00e2n s\u1ef1<\/strong><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">S\u00e0ng l\u1ecdc h\u1ed3 s\u01a1 \u1ee9ng vi\u00ean t\u1ef1 \u0111\u1ed9ng, \u0111\u00e1nh gi\u00e1 b\u1eb1ng AI qua ph\u1ecfng v\u1ea5n video.<\/span><\/li>\n<\/ul>\n<p><b>V\u00ed d\u1ee5:<\/b><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>TopCV<\/b><span style=\"font-weight: 400;\"> t\u00edch h\u1ee3p AI \u0111\u1ec3 \u0111\u00e1nh gi\u00e1 v\u00e0 ch\u1ea5m \u0111i\u1ec3m h\u1ed3 s\u01a1 xin vi\u1ec7c.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>FPT Software<\/b><span style=\"font-weight: 400;\"> d\u00f9ng AI \u0111\u1ec3 t\u1ed1i \u01b0u h\u00f3a quy tr\u00ecnh tuy\u1ec3n d\u1ee5ng quy m\u00f4 l\u1edbn.<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">Nh\u1eefng \u1ee9ng d\u1ee5ng n\u00e0y cho th\u1ea5y Narrow AI kh\u00f4ng ch\u1ec9 l\u00e0 xu h\u01b0\u1edbng m\u00e0 l\u00e0 gi\u1ea3i ph\u00e1p th\u1ef1c t\u1ebf gi\u00fap doanh nghi\u1ec7p t\u0103ng n\u0103ng su\u1ea5t, gi\u1ea3m chi ph\u00ed, n\u00e2ng cao ch\u1ea5t l\u01b0\u1ee3ng d\u1ecbch v\u1ee5.<\/span><\/p>\n<div id=\"attachment_100273\" style=\"width: 819px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" aria-describedby=\"caption-attachment-100273\" class=\"wp-image-100273 \" src=\"https:\/\/cdn.bap-software.net\/2025\/07\/31221250\/narrow-ai-ani-4-e1760434391775.jpg\" alt=\"narrow ai ani\" width=\"809\" height=\"530\" \/><p id=\"caption-attachment-100273\" class=\"wp-caption-text\">C\u00e1ch c\u00e1c doanh nghi\u1ec7p t\u1eadn d\u1ee5ng AI Ngu\u1ed3n: Bonfiglioli<\/p><\/div>\n<h2><b>Gi\u1ea3i ph\u00e1p AI th\u1ef1c ti\u1ec5n t\u1eeb BAP Software<\/b><\/h2>\n<p><span style=\"font-weight: 400;\">Trong b\u1ed1i c\u1ea3nh Narrow AI \u0111ang \u0111\u01b0\u1ee3c doanh nghi\u1ec7p to\u00e0n c\u1ea7u \u1ee9ng d\u1ee5ng m\u1ea1nh m\u1ebd, <\/span><b>BAP Software<\/b><span style=\"font-weight: 400;\"> n\u1ed5i l\u00ean nh\u01b0 m\u1ed9t \u0111\u1ed1i t\u00e1c c\u00f4ng ngh\u1ec7 uy t\u00edn t\u1ea1i Vi\u1ec7t Nam, cung c\u1ea5p c\u00e1c gi\u1ea3i ph\u00e1p AI t\u1ed1i \u01b0u cho t\u1eebng ng\u00e0nh ngh\u1ec1, t\u1eeb s\u1ea3n xu\u1ea5t, b\u00e1n l\u1ebb \u0111\u1ebfn t\u00e0i ch\u00ednh v\u00e0 logistics.<\/span><\/p>\n<h3><strong>\u00a0C\u00e1c c\u00f4ng ngh\u1ec7 AI c\u1ed1t l\u00f5i BAP \u0111ang tri\u1ec3n khai<\/strong><\/h3>\n<p><span style=\"font-weight: 400;\">D\u1ef1a theo th\u00f4ng tin ch\u00ednh th\u1ee9c t\u1eeb website BAP Software, doanh nghi\u1ec7p c\u00f3 th\u1ec3 ti\u1ebfp c\u1eadn c\u00e1c c\u00f4ng ngh\u1ec7 AI th\u1ef1c ti\u1ec5n nh\u01b0:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>OCR (Text Recognition):<\/b><span style=\"font-weight: 400;\"> Nh\u1eadn d\u1ea1ng k\u00fd t\u1ef1 t\u1eeb h\u00f3a \u0111\u01a1n, t\u00e0i li\u1ec7u in \u1ea5n \u2013 ph\u1ee5c v\u1ee5 s\u1ed1 h\u00f3a v\u00e0 t\u1ef1 \u0111\u1ed9ng h\u00f3a quy tr\u00ecnh nh\u1eadp li\u1ec7u.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>AI Vision (X\u1eed l\u00fd h\u00ecnh \u1ea3nh):<\/b><span style=\"font-weight: 400;\"> Ph\u00e1t hi\u1ec7n l\u1ed7i s\u1ea3n ph\u1ea9m, nh\u1eadn di\u1ec7n khu\u00f4n m\u1eb7t, gi\u1edbi t\u00ednh, \u0111\u1ed9 tu\u1ed5i \u2013 \u1ee9ng d\u1ee5ng trong s\u1ea3n xu\u1ea5t, th\u01b0\u01a1ng m\u1ea1i v\u00e0 b\u00e1n l\u1ebb.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Natural Language Processing (NLP):<\/b><span style=\"font-weight: 400;\"> Ph\u00e2n t\u00edch ng\u00f4n ng\u1eef, c\u1ea3m x\u00fac, ph\u00e2n lo\u1ea1i n\u1ed9i dung \u2013 \u1ee9ng d\u1ee5ng cho chatbot, social listening, x\u1eed l\u00fd th\u00f4ng tin n\u1ed9i b\u1ed9.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Voice Recognition:<\/b><span style=\"font-weight: 400;\"> Chuy\u1ec3n \u0111\u1ed5i gi\u1ecdng n\u00f3i th\u00e0nh v\u0103n b\u1ea3n, t\u00f3m t\u1eaft n\u1ed9i dung cu\u1ed9c g\u1ecdi \u2013 \u1ee9ng d\u1ee5ng cho call center, t\u1ed5ng \u0111\u00e0i th\u00f4ng minh.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>AI Performance Optimization:<\/b><span style=\"font-weight: 400;\"> H\u1ec7 th\u1ed1ng t\u1ed1i \u01b0u chi ph\u00ed hu\u1ea5n luy\u1ec7n AI, tri\u1ec3n khai tr\u00ean n\u1ec1n Kubernetes, ph\u00f9 h\u1ee3p v\u1edbi c\u00e1c doanh nghi\u1ec7p c\u1ea7n linh ho\u1ea1t v\u00e0 m\u1edf r\u1ed9ng.<\/span><\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h3><strong>V\u00ec sao n\u00ean ch\u1ecdn BAP Software?<\/strong><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>T\u01b0 v\u1ea5n s\u00e1t th\u1ef1c t\u1ebf:<\/b><span style=\"font-weight: 400;\"> \u0110\u1ed9i ng\u0169 t\u01b0 v\u1ea5n c\u1ee7a BAP \u0111\u1ebfn t\u1eeb nhi\u1ec1u ng\u00e0nh, hi\u1ec3u r\u00f5 b\u00e0i to\u00e1n kinh doanh v\u00e0 d\u1eef li\u1ec7u th\u1ef1c t\u1ebf c\u1ee7a t\u1eebng doanh nghi\u1ec7p.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>C\u00f4ng ngh\u1ec7 ti\u00ean ti\u1ebfn:<\/b><span style=\"font-weight: 400;\"> S\u1eed d\u1ee5ng c\u00e1c m\u00f4 h\u00ecnh AI hi\u1ec7n \u0111\u1ea1i (Deep Learning, Computer Vision, NLP&#8230;) t\u00f9y bi\u1ebfn cho t\u1eebng ng\u00e0nh.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Tri\u1ec3n khai linh ho\u1ea1t:<\/b><span style=\"font-weight: 400;\"> Cung c\u1ea5p c\u1ea3 gi\u1ea3i ph\u00e1p theo y\u00eau c\u1ea7u l\u1eabn s\u1ea3n ph\u1ea9m \u0111\u00f3ng g\u00f3i, t\u00edch h\u1ee3p t\u1ed1t v\u1edbi h\u1ec7 th\u1ed1ng ERP, CRM, CMS s\u1eb5n c\u00f3.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Chi ph\u00ed t\u1ed1i \u01b0u:<\/b><span style=\"font-weight: 400;\"> M\u00f4 h\u00ecnh tri\u1ec3n khai t\u1eebng ph\u1ea7n, \u0111\u1ea7u t\u01b0 linh ho\u1ea1t theo giai \u0111o\u1ea1n, gi\u00fap doanh nghi\u1ec7p v\u1eeba v\u00e0 nh\u1ecf ti\u1ebfp c\u1eadn AI d\u1ec5 d\u00e0ng.<\/span><\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h3><strong>M\u1ed9t s\u1ed1 d\u1ef1 \u00e1n ti\u00eau bi\u1ec3u t\u1eeb BAP<\/strong><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>AI nh\u1eadn di\u1ec7n s\u1ea3n ph\u1ea9m l\u1ed7i cho ng\u00e0nh s\u1ea3n xu\u1ea5t (Vision AI):<\/b><span style=\"font-weight: 400;\"> BAP tri\u1ec3n khai h\u1ec7 th\u1ed1ng AI gi\u00fap ki\u1ec3m tra ch\u1ea5t l\u01b0\u1ee3ng h\u00e0ng h\u00f3a trong c\u00e1c nh\u00e0 m\u00e1y Nh\u1eadt B\u1ea3n, gi\u1ea3m h\u01a1n 80% l\u1ed7i do con ng\u01b0\u1eddi b\u1ecf s\u00f3t.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>OCR &amp; x\u1eed l\u00fd h\u00f3a \u0111\u01a1n t\u1ef1 \u0111\u1ed9ng (AI + RPA):<\/b><span style=\"font-weight: 400;\"> \u00c1p d\u1ee5ng t\u1ea1i doanh nghi\u1ec7p logistics, gi\u00fap x\u1eed l\u00fd h\u00e0ng ngh\u00ecn h\u00f3a \u0111\u01a1n\/ng\u00e0y, gi\u1ea3m th\u1eddi gian nh\u1eadp li\u1ec7u 50%.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\u1ee8ng d\u1ee5ng AI trong fintech:<\/b><span style=\"font-weight: 400;\"> D\u1ef1 \u00e1n x\u00e2y d\u1ef1ng n\u1ec1n t\u1ea3ng t\u00e0i ch\u00ednh c\u00f3 kh\u1ea3 n\u0103ng g\u1ee3i \u00fd \u0111\u1ea7u t\u01b0, ph\u00e2n t\u00edch r\u1ee7i ro theo d\u1eef li\u1ec7u th\u1ecb tr\u01b0\u1eddng v\u00e0 h\u1ed3 s\u01a1 ng\u01b0\u1eddi d\u00f9ng.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>AI chatbot \u0111a ng\u00f4n ng\u1eef cho s\u00e0n th\u01b0\u01a1ng m\u1ea1i \u0111i\u1ec7n t\u1eed:<\/b><span style=\"font-weight: 400;\"> Gi\u1ea3i ph\u00e1p h\u1ed7 tr\u1ee3 kh\u00e1ch h\u00e0ng, ph\u1ea3n h\u1ed3i t\u1ef1 nhi\u00ean b\u1eb1ng nhi\u1ec1u ng\u00f4n ng\u1eef, \u1ee9ng d\u1ee5ng th\u00e0nh c\u00f4ng t\u1ea1i th\u1ecb tr\u01b0\u1eddng Nh\u1eadt v\u00e0 Vi\u1ec7t Nam.<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">K\u1ebft n\u1ed1i v\u1edbi BAP Software ngay h\u00f4m nay \u0111\u1ec3 \u0111\u01b0\u1ee3c t\u01b0 v\u1ea5n mi\u1ec5n ph\u00ed, x\u00e2y d\u1ef1ng l\u1ed9 tr\u00ecnh \u1ee9ng d\u1ee5ng AI ph\u00f9 h\u1ee3p cho doanh nghi\u1ec7p b\u1ea1n.<\/span><\/p>\n<div id=\"attachment_100274\" style=\"width: 843px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" aria-describedby=\"caption-attachment-100274\" class=\"wp-image-100274 \" src=\"https:\/\/cdn.bap-software.net\/2025\/07\/31221352\/narrow-ai-ani-5.jpg\" alt=\"narrow ai ani\" width=\"833\" height=\"666\" \/><p id=\"caption-attachment-100274\" class=\"wp-caption-text\">BAP Software cung c\u1ea5p gi\u1ea3i ph\u00e1p AI to\u00e0n di\u1ec7n cho doanh nghi\u1ec7p Ngu\u1ed3n: BAP Solution Japan<\/p><\/div>\n<h2><b>K\u1ebft lu\u1eadn &amp; L\u1eddi khuy\u00ean cho doanh nghi\u1ec7p<\/b><\/h2>\n<p><span style=\"font-weight: 400;\">Narrow AI kh\u00f4ng c\u00f2n l\u00e0 t\u01b0\u01a1ng lai \u2013 n\u00f3 \u0111ang hi\u1ec7n di\u1ec7n trong t\u1eebng kh\u00e2u v\u1eadn h\u00e0nh doanh nghi\u1ec7p. V\u1edbi chi ph\u00ed tri\u1ec3n khai th\u1ea5p, d\u1ec5 \u0111o l\u01b0\u1eddng hi\u1ec7u qu\u1ea3, \u0111\u00e2y ch\u00ednh l\u00e0 b\u01b0\u1edbc \u0111\u1ec7m l\u00fd t\u01b0\u1edfng \u0111\u1ec3 c\u00e1c doanh nghi\u1ec7p Vi\u1ec7t ti\u1ebfn v\u00e0o k\u1ef7 nguy\u00ean AI m\u1ed9t c\u00e1ch th\u00f4ng minh v\u00e0 b\u1ec1n v\u1eefng.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">B\u1eaft \u0111\u1ea7u t\u1eeb c\u00e1c b\u00e0i to\u00e1n c\u1ee5 th\u1ec3 \u2013 nh\u1ecf g\u1ecdn, d\u1ec5 \u0111o l\u01b0\u1eddng. \u0110\u1ed3ng h\u00e0nh c\u00f9ng nh\u1eefng \u0111\u1ed1i t\u00e1c AI uy t\u00edn nh\u01b0 <\/span><a href=\"https:\/\/bap-software.net\/vi\/contact\/\"><b>BAP Software<\/b><\/a><span style=\"font-weight: 400;\"> \u0111\u1ec3 c\u00f3 gi\u1ea3i ph\u00e1p s\u00e1t th\u1ef1c t\u1ebf, hi\u1ec7u qu\u1ea3 cao. <\/span><a href=\"https:\/\/bap-software.net\/vi\/knowledge\/digital-transformation\/\"><span style=\"font-weight: 400;\">T\u00ecm hi\u1ec3u th\u00eam gi\u1ea3i ph\u00e1p AI t\u1ea1i BAP Software<\/span><\/a><\/p>","protected":false},"author":42,"featured_media":100248,"template":"","meta":{"_acf_changed":false},"tags":[],"blog-cat":[2058],"class_list":["post-100211","knowledge","type-knowledge","status-publish","has-post-thumbnail","hentry","blog-cat-technology"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v26.1 (Yoast SEO v27.4) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>Narrow AI (ANI) l\u00e0 g\u00ec? \u1ee8ng d\u1ee5ng th\u1ef1c t\u1ebf v\u00e0 c\u00e1ch t\u1eadn d\u1ee5ng AI hi\u1ec7u qu\u1ea3<\/title>\n<meta name=\"description\" content=\"Trong khi Artificial General Intelligence (AGI) v\u1eabn c\u00f2n l\u00e0 m\u1ee5c ti\u00eau t\u01b0\u01a1ng lai, th\u00ec Narrow AI (ANI) \u2013 tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o h\u1eb9p \u2013 ch\u00ednh l\u00e0 c\u00f4ng ngh\u1ec7 \u0111ang hi\u1ec7n di\u1ec7n v\u00e0 t\u1ea1o ra gi\u00e1 tr\u1ecb th\u1ef1c t\u1ebf m\u1ed7i ng\u00e0y. 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