{"id":57244,"date":"2023-12-20T21:10:42","date_gmt":"2023-12-20T14:10:42","guid":{"rendered":"https:\/\/masterskills.org\/blog\/nhung-dieu-cong-ty-can-biet-truoc-khi-dau-tu-vao-cong-nghe-ai.html"},"modified":"2023-12-20T21:10:42","modified_gmt":"2023-12-20T14:10:42","slug":"nhung-dieu-cong-ty-can-biet-truoc-khi-dau-tu-vao-cong-nghe-ai","status":"publish","type":"post","link":"https:\/\/masterskills.org\/blog\/nhung-dieu-cong-ty-can-biet-truoc-khi-dau-tu-vao-cong-nghe-ai.html","title":{"rendered":"Nh\u1eefng \u0111i\u1ec1u c\u00f4ng ty c\u1ea7n bi\u1ebft tr\u01b0\u1edbc khi \u0111\u1ea7u t\u01b0 v\u00e0o c\u00f4ng ngh\u1ec7 AI"},"content":{"rendered":"<div id=\"test\">\n<p style=\"text-align: justify\"><span style=\"font-weight: 400\">Theo b\u00e1o c\u00e1o\u00a0 \u201cD\u1ef1 b\u00e1o th\u1ecb tr\u01b0\u1eddng tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o, 2022-2029\u201d c\u1ee7a Fortune Business Insights&#x2122;,\u00a0 d\u1ef1 \u0111o\u00e1n quy m\u00f4 th\u1ecb tr\u01b0\u1eddng c\u00f4ng ngh\u1ec7 AI to\u00e0n c\u1ea7u s\u1ebd t\u0103ng t\u1eeb 387,45 t\u1ef7 USD v\u00e0o n\u0103m 2022 l\u00ean 1394,30 t\u1ef7 USD v\u00e0o n\u0103m 2029 v\u1edbi t\u1ed1c \u0111\u1ed9 t\u0103ng tr\u01b0\u1edfng k\u00e9p h\u00e0ng n\u0103m (CAGR- Compounded Annual Growth rate)\u00a0 l\u00e0 20,1%. S\u1ee9c h\u1ea5p d\u1eabn c\u1ee7a AI l\u00e0 r\u00f5 r\u00e0ng. C\u00f4ng ngh\u1ec7 n\u00e0y \u0111\u01b0\u1ee3c \u00e1p d\u1ee5ng v\u00e0o nhi\u1ec1u l\u0129nh v\u1ef1c trong cu\u1ed9c s\u1ed1ng, bao g\u1ed3m c\u1ea3 kinh doanh v\u00e0 mang l\u1ea1i nhi\u1ec1u th\u00e0nh t\u1ef1u \u0111\u00e1ng k\u1ec3 nh\u01b0 n\u00e2ng cao hi\u1ec7u su\u1ea5t, d\u1ef1 \u0111o\u00e1n, t\u1ef1 \u0111\u1ed9ng h\u00f3a quy tr\u00ecnh, nh\u1eadn d\u1ea1ng v\u00e0 qu\u1ea3n l\u00fd \u0111a d\u1ea1ng d\u1eef li\u1ec7u v\u0103n b\u1ea3n, h\u00ecnh \u1ea3nh, \u00e2m thanh\u2026\u00a0<\/span><\/p>\n<div id=\"attachment_23388\" style=\"width: 760px\" class=\"wp-caption alignnone\"><img loading=\"lazy\" decoding=\"async\" class=\"size-full wp-image-23388\" src=\"https:\/\/masterskills.org\/blog\/wp-content\/uploads\/2023\/12\/subiz-dieu-can-biet-khi-dau-tu-ai-e1672129508879.jpg\" alt=\"Nh\u1eefng \u0111i\u1ec1u c\u00e1c c\u00f4ng ty c\u1ea7n bi\u1ebft tr\u01b0\u1edbc khi \u0111\u1ea7u t\u01b0 AI\" width=\"750\" height=\"394\" title=\"subiz-dieu-can-biet-khi-dau-tu-ai-e1672129508879\"><\/p>\n<p class=\"wp-caption-text\">Nh\u1eefng \u0111i\u1ec1u c\u00e1c c\u00f4ng ty c\u1ea7n bi\u1ebft tr\u01b0\u1edbc khi \u0111\u1ea7u t\u01b0 AI<\/p>\n<\/div>\n<p style=\"text-align: justify\"><span style=\"font-weight: 400\">S\u1ee9c h\u1ea5p d\u1eabn n\u00e0y khi\u1ebfn nhi\u1ec1u doanh nghi\u1ec7p mu\u1ed1n \u0111\u1ea7u t\u01b0 v\u00e0o l\u0129nh v\u1ef1c AI hay th\u00eam c\u00f4ng ngh\u1ec7 AI v\u00e0o qu\u00e1 tr\u00ecnh kinh doanh. Tuy nhi\u00ean, \u0111\u00e2y l\u00e0 b\u00e0i to\u00e1n kh\u00f3 n\u1ebfu AI ch\u01b0a t\u1eebng l\u00e0 m\u1ed9t ph\u1ea7n c\u1ee7a c\u00f4ng ty b\u1ea1n tr\u01b0\u1edbc \u0111\u00e2y. R\u1ea5t kh\u00f3 \u0111\u1ec3 x\u00e1c \u0111\u1ecbnh ch\u00ednh x\u00e1c xem c\u00f4ng ty c\u1ee7a b\u1ea1n n\u00ean \u0111\u1ea7u t\u01b0 hay \u00e1p d\u1ee5ng d\u1ea1ng AI n\u00e0o, \u1ee9ng d\u1ee5ng v\u00e0o kh\u00e2u n\u00e0o, l\u1ee3i \u00edch ti\u1ec1m n\u0103ng v\u00e0 r\u1ee7i ro ti\u1ec1m \u1ea9n khi s\u1eed d\u1ee5ng AI. Hay n\u00f3i ng\u1eafn g\u1ecdn h\u01a1n l\u00e0: <\/span><b>AI s\u1ebd t\u1ea1o ra gi\u00e1 tr\u1ecb g\u00ec cho c\u00f4ng ty?<\/b><\/p>\n<p style=\"text-align: justify\"><span style=\"font-weight: 400\">\u0110\u1ec3 tr\u1ea3 l\u1eddi c\u00e2u h\u1ecfi n\u00e0y, b\u1ea1n c\u1ea7n l\u00e0m r\u00f5 m\u1ed9t s\u1ed1 \u0111i\u1ec1u sau \u0111\u00e2y:<\/span><\/p>\n<ul style=\"text-align: justify\">\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">C\u00f4ng ty c\u1ee7a b\u1ea1n c\u00f3 th\u1ef1c s\u1ef1 c\u1ea7n c\u00f4ng ngh\u1ec7 AI hay kh\u00f4ng?<\/span><\/li>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">Ch\u1ecdn m\u1ed9t nhi\u1ec7m v\u1ee5 l\u00e0m \u0111i\u1ec3m b\u1eaft \u0111\u1ea7u c\u1ee7a d\u1ef1 \u00e1n AI<\/span><\/li>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">X\u00e1c \u0111\u1ecbnh d\u1eef li\u1ec7u v\u00e0 h\u1ec7 th\u1ed1ng b\u1ed5 sung c\u1ea7n c\u00f3 \u0111\u1ec3 tri\u1ec3n khai c\u00f4ng ngh\u1ec7 AI<\/span><\/li>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">\u0110i\u1ec1u ch\u1ec9nh k\u1ef3 v\u1ecdng h\u1ee3p l\u00fd<\/span><\/li>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">\u0110\u1eebng v\u1ed9i tri\u1ec3n khai AI tr\u00ean to\u00e0n doanh nghi\u1ec7p<\/span><\/li>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">\u0110\u00e1nh gi\u00e1 xem k\u1ef9 n\u0103ng c\u1ee7a nh\u00e2n s\u1ef1 c\u00f3 \u0111\u1ee7 \u0111\u1ec3 duy tr\u00ec AI kh\u00f4ng<\/span><\/li>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">C\u00e2n nh\u1eafc l\u1ee3i nhu\u1eadn v\u00e0 chi ph\u00ed \u0111\u1ea7u t\u01b0<\/span><\/li>\n<\/ul>\n<h2 style=\"text-align: justify\" id=\"1-cong-ty-cua-ban-co-thuc-su-can-cong-nghe-ai-hay-khong\"><strong>C\u00f4ng ty c\u1ee7a b\u1ea1n c\u00f3 th\u1ef1c s\u1ef1 c\u1ea7n c\u00f4ng ngh\u1ec7 AI hay kh\u00f4ng?<\/strong><\/h2>\n<p style=\"text-align: justify\"><span style=\"font-weight: 400\">\u201cC\u00f4ng ty c\u1ee7a b\u1ea1n c\u00f3 th\u1ef1c s\u1ef1 c\u1ea7n c\u00f4ng ngh\u1ec7 AI kh\u00f4ng?\u201d.\u00a0 \u201cT\u1ea1i sao b\u1ea1n ngh\u0129 r\u1eb1ng kho\u1ea3n \u0111\u1ea7u t\u01b0 v\u00e0o AI n\u00e0y s\u1ebd \u0111\u00e1ng gi\u00e1?\u201d l\u00e0 nh\u1eefng c\u00e2u h\u1ecfi \u0111\u1ea7u ti\u00ean b\u1ea1n c\u1ea7n tr\u1ea3 l\u1eddi. \u0110i\u1ec1u \u0111\u00f3 c\u00f3 ngh\u0129a l\u00e0 b\u1ea1n \u0111\u00e3 nh\u1eadn th\u1ea5y nh\u1eefng kh\u00f3 kh\u0103n trong ho\u1ea1t \u0111\u1ed9ng c\u1ee7a c\u00f4ng ty v\u00e0 bi\u1ebft \u0111\u01b0\u1ee3c ngu\u1ed3n g\u1ed1c g\u00e2y ra c\u00e1c v\u1ea5n \u0111\u1ec1 \u0111\u00f3. V\u00ed d\u1ee5: s\u1ef1 d\u01b0 th\u1eeba trong c\u00e1c nhi\u1ec7m v\u1ee5 c\u1ee5 th\u1ec3, qu\u00e1 t\u1ea3i h\u1ec7 th\u1ed1ng v\u1eadn h\u00e0nh, t\u1eafc ngh\u1ebdn trong quy tr\u00ecnh ho\u1ea1t \u0111\u1ed9ng\u2026 \u0110\u00e2y l\u00e0 nh\u1eefng v\u1ea5n \u0111\u1ec1 m\u00e0 b\u1ea1n \u0111ang c\u1ed1 g\u1eafng gi\u1ea3i quy\u1ebft ho\u1eb7c c\u1ea3i thi\u1ec7n \u0111\u1ec3 n\u00e2ng cao hi\u1ec7u qu\u1ea3 ho\u1ea1t \u0111\u1ed9ng v\u00e0 l\u1ee3i th\u1ebf c\u1ea1nh tranh.\u00a0<\/span><\/p>\n<div id=\"attachment_23393\" style=\"width: 760px\" class=\"wp-caption alignnone\"><img loading=\"lazy\" decoding=\"async\" class=\"size-full wp-image-23393\" src=\"https:\/\/masterskills.org\/blog\/wp-content\/uploads\/2023\/12\/subiz-xac-dinh-cong-ty-co-can-ai-khong-e1672129602245.jpg\" alt=\"AI s\u1ebd mang l\u1ea1i gi\u00e1 tr\u1ecb g\u00ec cho c\u00f4ng ty c\u1ee7a b\u1ea1n?\" width=\"750\" height=\"509\" title=\"subiz-xac-dinh-cong-ty-co-can-ai-khong-e1672129602245\"><\/p>\n<p class=\"wp-caption-text\">AI s\u1ebd mang l\u1ea1i gi\u00e1 tr\u1ecb g\u00ec cho c\u00f4ng ty c\u1ee7a b\u1ea1n?<\/p>\n<\/div>\n<p style=\"text-align: justify\"><span style=\"font-weight: 400\">C\u00e1c d\u1ef1 \u00e1n AI th\u01b0\u1eddng \u0111\u01b0\u1ee3c tri\u1ec3n khai \u0111\u1ec3 gi\u1ea3i quy\u1ebft nh\u1eefng kh\u00f3 kh\u0103n, b\u1ea5t c\u1eadp trong c\u00e1c quy tr\u00ecnh, n\u00ean c\u00f3 th\u1ec3 t\u00e1c \u0111\u1ed9ng \u0111\u00e1ng k\u1ec3 \u0111\u1ebfn chi ph\u00ed, d\u00f2ng doanh thu ho\u1eb7c ph\u00e2n b\u1ed5 t\u00e0i nguy\u00ean\u2026 v\u00e0 cu\u1ed1i c\u00f9ng t\u00e1c \u0111\u1ed9ng \u0111\u1ebfn \u0111i\u1ec3m m\u1ea5u ch\u1ed1t m\u00e0 b\u1ea1n mu\u1ed1n c\u1ea3i thi\u1ec7n.<\/span><\/p>\n<p style=\"text-align: justify\"><span style=\"font-weight: 400\">C\u00e1c d\u1ea1ng AI kh\u00e1c nhau cung c\u1ea5p c\u00e1c gi\u00e1 tr\u1ecb kh\u00e1c nhau. Trong \u0111\u00f3, c\u00e1c gi\u00e1 tr\u1ecb ph\u1ed5 bi\u1ebfn \u0111\u01b0\u1ee3c nhi\u1ec1u doanh nghi\u1ec7p \u1ee9ng d\u1ee5ng bao g\u1ed3m:<\/span><\/p>\n<ul style=\"text-align: justify\">\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">H\u1ed7 tr\u1ee3 ho\u1eb7c thay th\u1ebf con ng\u01b0\u1eddi th\u1ef1c hi\u1ec7n c\u00e1c ho\u1ea1t \u0111\u1ed9ng t\u1ed1n nhi\u1ec1u th\u1eddi gian v\u00e0 c\u00f4ng s\u1ee9c, v\u00ed d\u1ee5 nh\u01b0 \u0111\u1ecdc t\u00e0i li\u1ec7u m\u1edf r\u1ed9ng \u0111\u1ec3 ph\u00e2n lo\u1ea1i c\u00e1c h\u1ea1ng m\u1ee5c c\u00f3 th\u1ec3 th\u1ef1c hi\u1ec7n \u0111\u01b0\u1ee3c.<\/span><\/li>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">H\u1ed7 tr\u1ee3 c\u00e1c quy tr\u00ecnh, ho\u1ea1t \u0111\u1ed9ng c\u00f4ng vi\u1ec7c y\u00eau c\u1ea7u qu\u00e9t h\u00ecnh \u1ea3nh chuy\u00ean s\u00e2u.<\/span><\/li>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">Ph\u00e2n t\u00edch gi\u1ecdng n\u00f3i nh\u1eb1m n\u00e2ng cao hi\u1ec7u qu\u1ea3 hay t\u0103ng c\u01b0\u1eddng quy tr\u00ecnh l\u00e0m vi\u1ec7c, v\u00ed d\u1ee5 nh\u01b0 ph\u00e2n t\u00edch gi\u1ecdng n\u00f3i gi\u00fap \u0111\u1ecbnh tuy\u1ebfn h\u1ed7 tr\u1ee3 kh\u00e1ch h\u00e0ng.<\/span><\/li>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">Kh\u00e1 gi\u1ed1ng v\u1edbi n\u00e3o b\u1ed9 c\u1ee7a con ng\u01b0\u1eddi, c\u00f4ng ngh\u1ec7 AI c\u00f3 th\u1ec3 c\u0103n c\u1ee9 v\u00e0o d\u1eef li\u1ec7u \u0111\u1ec3 \u0111\u01b0a ra c\u00e1c xu h\u01b0\u1edbng t\u01b0\u01a1ng lai, n\u00e2ng cao \u0111\u1ed9 ch\u00ednh x\u00e1c c\u1ee7a c\u00e1c d\u1ef1 \u0111o\u00e1n, \u0111\u00e3 \u0111\u01b0\u1ee3c \u00e1p d\u1ee5ng trong nhi\u1ec1u ng\u00e0nh nh\u01b0 b\u1ea3o hi\u1ec3m, t\u00e0i ch\u00ednh, ti\u1ebfp th\u1ecb v\u00e0 th\u1eadm ch\u00ed c\u1ea3 n\u00f4ng nghi\u1ec7p\u2026.<\/span><\/li>\n<\/ul>\n<h2 style=\"text-align: justify\" id=\"2-chon-mot-nhiem-vu-lam-diem-bat-dau-cua-du-an-ai\"><strong>Ch\u1ecdn m\u1ed9t nhi\u1ec7m v\u1ee5 l\u00e0m \u0111i\u1ec3m b\u1eaft \u0111\u1ea7u c\u1ee7a d\u1ef1 \u00e1n AI<\/strong><\/h2>\n<p style=\"text-align: justify\"><span style=\"font-weight: 400\">AI th\u01b0\u1eddng \u0111\u01b0\u1ee3c \u0111\u1ecbnh h\u01b0\u1edbng theo nhi\u1ec7m v\u1ee5, ch\u1ee9 th\u01b0\u1eddng kh\u00f4ng b\u1eaft \u0111\u1ea7u t\u1eeb m\u1ed9t d\u1ef1 \u00e1n. N\u00f3i r\u00f5 h\u01a1n, m\u1ed9t d\u1ef1 \u00e1n AI th\u01b0\u1eddng \u0111\u01b0\u1ee3c b\u1eaft \u0111\u1ea7u \u0111\u1ec3 th\u1ef1c hi\u1ec7n m\u1ed9t nhi\u1ec7m v\u1ee5 mang l\u1ea1i gi\u00e1 tr\u1ecb m\u1edbi, hi\u1ec7u qu\u1ea3 m\u1edbi v\u00e0 s\u1ebd tr\u1edf th\u00e0nh m\u1ed9t ph\u1ea7n c\u1ee7a c\u00f4ng ty, g\u1eafn b\u00f3 l\u00e2u d\u00e0i v\u1edbi c\u00e1c ho\u1ea1t c\u1ee7a c\u00f4ng ty, ch\u1ee9 kh\u00f4ng ph\u1ea3i tri\u1ec3n khai AI ch\u1ec9 \u0111\u1ec3 tham gia m\u1ed9t d\u1ef1 \u00e1n c\u00f3 th\u1eddi h\u1ea1n ng\u1eafn. V\u00ec v\u1eady, \u0111\u1ed1i v\u1edbi th\u1eed nghi\u1ec7m AI \u0111\u1ea7u ti\u00ean t\u1ea1i c\u00f4ng ty c\u1ee7a b\u1ea1n, h\u00e3y x\u00e1c \u0111\u1ecbnh cho AI m\u1ed9t nhi\u1ec7m v\u1ee5 c\u00f3 gi\u00e1 tr\u1ecb cao d\u1ef1a tr\u00ean d\u1eef li\u1ec7u.<\/span><\/p>\n<div id=\"attachment_23392\" style=\"width: 760px\" class=\"wp-caption alignnone\"><img loading=\"lazy\" decoding=\"async\" class=\"size-full wp-image-23392\" src=\"https:\/\/masterskills.org\/blog\/wp-content\/uploads\/2023\/12\/subiz-trien-khai-ai-de-thuc-hien-1-nhiem-vu-e1672129647795.jpg\" alt=\"Ch\u1ecdn m\u1ed9t nhi\u1ec7m v\u1ee5 l\u00e0m \u0111i\u1ec3m b\u1eaft \u0111\u1ea7u c\u1ee7a d\u1ef1 \u00e1n AI\" width=\"750\" height=\"500\" title=\"subiz-trien-khai-ai-de-thuc-hien-1-nhiem-vu-e1672129647795\"><\/p>\n<p class=\"wp-caption-text\">Ch\u1ecdn m\u1ed9t nhi\u1ec7m v\u1ee5 l\u00e0m \u0111i\u1ec3m b\u1eaft \u0111\u1ea7u c\u1ee7a d\u1ef1 \u00e1n AI<\/p>\n<\/div>\n<p style=\"text-align: justify\"><span style=\"font-weight: 400\">\u0110\u00e2y l\u00e0 m\u1ed9t v\u00ed d\u1ee5 v\u1ec1 \u1ee9ng d\u1ee5ng c\u00f4ng ngh\u1ec7 AI trong l\u0129nh v\u1ef1c ch\u0103m s\u00f3c s\u1ee9c kh\u1ecfe: Nhi\u1ec7m v\u1ee5 x\u00e1c \u0111\u1ecbnh nh\u1eefng b\u1ec7nh nh\u00e2n c\u00f3 th\u1ec3 thu\u1ed9c nh\u00f3m \u201cc\u00f3 kh\u1ea3 n\u0103ng b\u1ecb ng\u00e3 cao\u201d. \u0110\u00e2y l\u00e0 m\u1ed9t nhi\u1ec7m v\u1ee5 c\u00f3 gi\u00e1 tr\u1ecb cao v\u00ec \u0111\u1ed9i ng\u0169 y b\u00e1c s\u0129 kh\u00f3 kh\u00f4ng th\u1ec3 theo s\u00e1t t\u1ea5t c\u1ea3 c\u00e1c b\u1ec7nh nh\u00e2n 24\/24 \u0111\u1ec3 c\u1ea5p c\u1ee9u k\u1ecbp th\u1eddi trong tr\u01b0\u1eddng h\u1ee3p b\u1ec7nh nh\u00e2n ng\u00e3, d\u1eabn \u0111\u1ebfn b\u1ecb th\u01b0\u01a1ng, ch\u0103m s\u00f3c ph\u1ee9c t\u1ea1p h\u01a1n v\u00e0 th\u1eadm ch\u00ed c\u00f3 th\u1ec3 b\u1ecb li\u00ean quan \u0111\u1ebfn ph\u00e1p l\u00fd. Do \u0111\u00f3, d\u1ef1 \u00e1n AI s\u1ebd nghi\u00ean c\u1ee9u c\u00e1c d\u1eef li\u1ec7u v\u1ec1 b\u1ec7nh t\u00ecnh c\u1ee7a c\u00e1c b\u1ec7nh nh\u00e2n \u0111\u1ec3 x\u00e1c \u0111\u1ecbnh nh\u00f3m c\u00f3 nguy c\u01a1 b\u1ecb ng\u00e3 cao, \u0111\u00e1nh d\u1ea5u nh\u00f3m b\u1ec7nh nh\u00e2n n\u00e0y khi h\u1ecd \u0111\u01b0\u1ee3c nh\u1eadn v\u00e0o ch\u0103m s\u00f3c n\u1ed9i tr\u00fa. Do \u0111\u00f3, \u0111\u1ed9i ng\u0169 y t\u1ebf c\u00f3 th\u1ec3 ph\u00e2n b\u1ed5 l\u1ef1c l\u01b0\u1ee3ng \u0111\u1ec3 ch\u00fa \u00fd nh\u00f3m b\u1ec7nh nh\u00e2n n\u00e0y h\u01a1n, b\u1ed5 sung c\u00e1c ph\u01b0\u01a1ng ph\u00e1p quy tr\u00ecnh ph\u00f2ng ng\u1eeba b\u1ed5 sung \u0111\u1ec3 gi\u1ea3m thi\u1ec3u nguy c\u01a1 b\u1ecb ng\u00e3 cho nh\u00f3m b\u1ec7nh nh\u00e2n n\u00e0y.\u00a0<\/span><\/p>\n<h2 style=\"text-align: justify\" id=\"3-xac-dinh-du-lieu-va-he-thong-bo-sung-can-co-de-trien-khai-ai\"><strong>X\u00e1c \u0111\u1ecbnh d\u1eef li\u1ec7u v\u00e0 h\u1ec7 th\u1ed1ng b\u1ed5 sung c\u1ea7n c\u00f3 \u0111\u1ec3 tri\u1ec3n khai AI<\/strong><\/h2>\n<p style=\"text-align: justify\"><span style=\"font-weight: 400\">Trong m\u1ed9t d\u1ef1 \u00e1n AI, c\u00e1c k\u1ebft qu\u1ea3, ph\u00e2n t\u00edch, d\u1ef1 \u0111o\u00e1n c\u1ee7a AI l\u00e0 \u0111\u1ea7u ra, c\u00f2n d\u1eef li\u1ec7u ch\u00ednh l\u00e0 \u0111\u1ea7u v\u00e0o. Do \u0111\u00f3, d\u1eef li\u1ec7u t\u1ed1t l\u00e0 huy\u1ebft m\u1ea1ch c\u1ee7a m\u1ed9t d\u1ef1 \u00e1n AI th\u00e0nh c\u00f4ng.<\/span><\/p>\n<p style=\"text-align: justify\"><span style=\"font-weight: 400\">Tr\u01b0\u1edbc khi tri\u1ec3n khai d\u1ef1 \u00e1n AI, b\u1ea1n c\u1ea7n \u0111i\u1ec1u tra, thu th\u1eadp,\u00a0 t\u1ed5ng h\u1ee3p v\u00e0 ki\u1ec3m \u0111\u1ecbnh t\u1ea5t c\u1ea3 c\u00e1c d\u1eef li\u1ec7u li\u00ean quan \u0111\u1ebfn d\u1ef1 \u00e1n \u0111\u00f3. D\u1eef li\u1ec7u thi\u1ebfu ho\u1eb7c sai s\u1ebd \u1ea3nh h\u01b0\u1edfng \u0111\u1ebfn ph\u00e1n \u0111o\u00e1n c\u1ee7a AI, \u0111\u01b0a ra nh\u1eefng k\u1ebft qu\u1ea3 sai l\u1ea7m. Ng\u01b0\u1ee3c l\u1ea1i, ngu\u1ed3n d\u1eef li\u1ec7u t\u1ed1t l\u00e0 c\u01a1 s\u1edf \u0111\u1ea7u ti\u00ean \u0111\u1ec3 hi v\u1ecdng m\u1ed9t d\u1ef1 \u00e1n AI th\u00e0nh c\u00f4ng.<\/span><\/p>\n<div id=\"attachment_23389\" style=\"width: 760px\" class=\"wp-caption alignnone\"><img loading=\"lazy\" decoding=\"async\" class=\"size-full wp-image-23389\" src=\"https:\/\/masterskills.org\/blog\/wp-content\/uploads\/2023\/12\/subiz-du-lieu-dau-vao-cua-ai-e1672129683293.jpg\" alt=\"X\u00e1c \u0111\u1ecbnh d\u1eef li\u1ec7u v\u00e0 h\u1ec7 th\u1ed1ng b\u1ed5 sung c\u1ea7n c\u00f3 \u0111\u1ec3 tri\u1ec3n khai AI\" width=\"750\" height=\"422\" title=\"subiz-du-lieu-dau-vao-cua-ai-e1672129683293\"><\/p>\n<p class=\"wp-caption-text\">X\u00e1c \u0111\u1ecbnh d\u1eef li\u1ec7u v\u00e0 h\u1ec7 th\u1ed1ng b\u1ed5 sung c\u1ea7n c\u00f3 \u0111\u1ec3 tri\u1ec3n khai AI<\/p>\n<\/div>\n<p style=\"text-align: justify\"><span style=\"font-weight: 400\">Sau b\u01b0\u1edbc thu th\u1eadp v\u00e0 ki\u1ec3m \u0111\u1ecbnh d\u1eef li\u1ec7u, b\u1ea1n c\u1ea7n ki\u1ec3m tra xem li\u1ec7u c\u00f3 b\u1ea5t k\u1ef3 h\u1ea1n ch\u1ebf n\u00e0o \u0111\u1ed1i v\u1edbi vi\u1ec7c s\u1eed d\u1ee5ng d\u1eef li\u1ec7u \u0111\u00f3, v\u00ed d\u1ee5 nh\u01b0 \u0111\u1ecbnh d\u1ea1ng d\u1eef li\u1ec7u c\u00f3 t\u01b0\u01a1ng th\u00edch \u0111\u1ec3 AI \u0111\u1ecdc \u0111\u01b0\u1ee3c, c\u00e1c quy \u0111\u1ecbnh v\u1ec1 quy\u1ec1n ri\u00eang t\u01b0, n\u1ed9i quy s\u1eed d\u1ee5ng d\u1eef li\u1ec7u nh\u01b0 ch\u1ec9 s\u1eed d\u1ee5ng d\u1eef li\u1ec7u \u0111\u01b0\u1ee3c cung c\u1ea5p hay c\u00f3 th\u1ec3 l\u1ea5y th\u00eam d\u1eef li\u1ec7u t\u1eeb ngu\u1ed3n b\u00ean ngo\u00e0i n\u00e0o\u2026 B\u01b0\u1edbc n\u00e0y nh\u1eb1m \u0111\u1ea3m b\u1ea3o AI ch\u1eafc ch\u1eafn \u0111\u1ecdc v\u00e0 ph\u00e2n t\u00edch \u0111\u01b0\u1ee3c v\u00f9ng d\u1eef li\u1ec7u nhi\u1ec7m v\u1ee5 c\u1ee7a n\u00f3, ch\u1ee9 kh\u00f4ng b\u1ecb ph\u00e2n t\u00edch th\u1eeba hay thi\u1ebfu th\u00f4ng tin.<\/span><\/p>\n<p style=\"text-align: justify\"><span style=\"font-weight: 400\">Sau khi \u0111\u00e3 x\u00e1c \u0111\u1ecbnh \u0111\u01b0\u1ee3c d\u1eef li\u1ec7u \u0111\u1ec3 AI x\u1eed l\u00fd, b\u1ea1n c\u1ea7n \u0111\u1ea3m b\u1ea3o r\u1eb1ng \u0111\u1ea7u ra c\u1ee7a AI c\u00f3 th\u1ec3 t\u00edch h\u1ee3p v\u1edbi h\u1ec7 th\u1ed1ng hi\u1ec7n t\u1ea1i c\u1ee7a c\u00f4ng ty b\u1ea1n \u0111\u1ec3 th\u1ef1c hi\u1ec7n m\u1ee5c ti\u00eau. N\u1ebfu ch\u01b0a t\u00edch h\u1ee3p \u0111\u01b0\u1ee3c th\u00ec c\u00f3 c\u1ea7n thay \u0111\u1ed5i hay b\u1ed5 sung h\u1ec7 th\u1ed1ng g\u00ec kh\u00f4ng? \u0110\u00e2y b\u01b0\u1edbc c\u1ea7n c\u00e1c chuy\u00ean gia c\u00f4ng ngh\u1ec7 th\u00f4ng tin nghi\u00ean c\u1ee9u v\u00e0 th\u1ef1c hi\u1ec7n.\u00a0<\/span><\/p>\n<h2 style=\"text-align: justify\" id=\"4-dieu-chinh-ky-vong-hop-ly\"><strong>\u0110i\u1ec1u ch\u1ec9nh k\u1ef3 v\u1ecdng h\u1ee3p l\u00fd<\/strong><\/h2>\n<p style=\"text-align: justify\"><span style=\"font-weight: 400\">AI l\u00e0 m\u1ed9t c\u00f4ng ngh\u1ec7 th\u00f4ng minh v\u00e0 m\u1ea1nh m\u1ebd, mang l\u1ea1i nhi\u1ec1u hi\u1ec7u qu\u1ea3 to l\u1edbn, nh\u01b0ng n\u00f3 kh\u00f4ng ph\u1ea3i l\u00e0 ph\u00e9p thu\u1eadt.\u00a0<\/span><\/p>\n<p style=\"text-align: justify\"><span style=\"font-weight: 400\">Vi\u1ec7c b\u1ea1n \u0111\u1ea1t \u0111\u01b0\u1ee3c m\u1ee5c ti\u00eau \u1edf m\u1ee9c \u0111\u1ed9 n\u00e0o ph\u1ee5 thu\u1ed9c v\u00e0o r\u1ea5t nhi\u1ec1u y\u1ebfu t\u1ed1: lo\u1ea1i AI, ph\u01b0\u01a1ng ph\u00e1p tri\u1ec3n khai AI, d\u1eef li\u1ec7u b\u1ea1n c\u00f3 s\u1eb5n, tr\u00ecnh \u0111\u1ed9 c\u1ee7a nh\u00e2n l\u1ef1c v\u1eadn d\u1ee5ng c\u00f4ng ngh\u1ec7, c\u00e1c ngu\u1ed3n l\u1ef1c kh\u00e1c li\u00ean quan \u0111\u1ebfn d\u1ef1 \u00e1n v\u00e0 nhi\u1ec7m v\u1ee5 b\u1ea1n \u0111ang mu\u1ed1n t\u1eadp trung v\u00e0o, t\u1ea5t c\u1ea3 \u0111\u1ec1u c\u00f3 th\u1ec3 quy\u1ebft \u0111\u1ecbnh t\u1ef7 l\u1ec7 ch\u00ednh x\u00e1c v\u00e0 l\u1ee3i t\u1ee9c \u0111\u1ea7u t\u01b0.\u00a0<\/span><\/p>\n<p style=\"text-align: justify\"><span style=\"font-weight: 400\">Do \u0111\u00f3, \u0111i\u1ec1u quan tr\u1ecdng l\u00e0 ph\u1ea3i hi\u1ec3u lo\u1ea1i AI m\u00e0 b\u1ea1n \u0111ang tri\u1ec3n khai v\u00e0 k\u1ebft qu\u1ea3 s\u1ebd \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng \u0111\u1ec3 \u01b0\u1edbc t\u00ednh t\u00e1c \u0111\u1ed9ng \u0111\u1ed1i v\u1edbi l\u1ee3i nhu\u1eadn c\u1ee7a b\u1ea1n.<\/span><\/p>\n<h2 style=\"text-align: justify\" id=\"5-dung-voi-trien-khai-ai-tren-toan-doanh-nghiep\"><strong>\u0110\u1eebng v\u1ed9i tri\u1ec3n khai AI tr\u00ean to\u00e0n doanh nghi\u1ec7p<\/strong><\/h2>\n<p style=\"text-align: justify\"><span style=\"font-weight: 400\">AI ho\u1ea1t \u0111\u1ed9ng t\u1ed1t cho nhi\u1ec7m v\u1ee5 n\u00e0y kh\u00f4ng c\u00f3 ngh\u0129a l\u00e0 n\u00f3 s\u1ebd ph\u00f9 h\u1ee3p v\u1edbi nh\u1eefng nhi\u1ec7m v\u1ee5 kh\u00e1c. Th\u00eam v\u00e0o \u0111\u00f3, kh\u00f4ng ph\u1ea3i ho\u1ea1t \u0111\u1ed9ng n\u00e0o trong c\u00f4ng ty c\u0169ng c\u1ea7n AI. C\u1ed1 ch\u1ea5p th\u00eam AI v\u00e0o nh\u1eefng kh\u00e2u kh\u00f4ng th\u1eadt s\u1ef1 c\u1ea7n thi\u1ebft c\u00f3 th\u1ec3 g\u00e2y ra s\u1ef1 l\u00e3ng ph\u00ed ngu\u1ed3n l\u1ef1c, t\u1ed1n k\u00e9m chi ph\u00ed, th\u1eadm ch\u00ed l\u00e0 r\u1ed1i lo\u1ea1n ho\u1ea1t \u0111\u1ed9ng hay gi\u1ea3m hi\u1ec7u qu\u1ea3. B\u1ea1n c\u00f3 th\u1ec3 xem l\u1ea1i l\u01b0u \u00fd th\u1ee9 hai: ch\u1ecdn m\u1ed9t nhi\u1ec7m v\u1ee5 l\u00e0m \u0111i\u1ec3m b\u1eaft \u0111\u1ea7u c\u1ee7a d\u1ef1 \u00e1n AI ch\u1ee9 kh\u00f4ng ph\u1ea3i ch\u1ecdn m\u1ed9t d\u1ef1 \u00e1n r\u1ed3i th\u00eam AI v\u00e0o.<\/span><\/p>\n<h2 style=\"text-align: justify\" id=\"6-danh-gia-xem-ky-nang-cua-nhan-su-co-du-de-duy-tri-ai-khong\"><strong>\u0110\u00e1nh gi\u00e1 xem k\u1ef9 n\u0103ng c\u1ee7a nh\u00e2n s\u1ef1 c\u00f3 \u0111\u1ee7 \u0111\u1ec3 duy tr\u00ec AI kh\u00f4ng<\/strong><\/h2>\n<p style=\"text-align: justify\"><span style=\"font-weight: 400\">AI l\u00e0 m\u1ed9t c\u00f4ng ngh\u1ec7 th\u00f4ng minh. Tuy nhi\u00ean, v\u00ec l\u00e0 c\u00f4ng ngh\u1ec7, AI v\u1eabn c\u1ea7n c\u00f3 ng\u01b0\u1eddi \u0111i\u1ec1u khi\u1ec3n, theo d\u00f5i v\u00e0 ki\u1ec3m tra th\u01b0\u1eddng xuy\u00ean \u0111\u1ec3 tr\u00e1nh c\u00e1c sai s\u00f3t v\u00e0 \u0111\u1ea1t hi\u1ec7u qu\u1ea3 t\u1ed1i \u01b0u.\u00a0<\/span><\/p>\n<p style=\"text-align: justify\"><span style=\"font-weight: 400\">C\u00e1c quy tr\u00ecnh lu\u00f4n v\u1eadn h\u00e0nh v\u00e0 c\u00f3 s\u1ef1 thay \u0111\u1ed5i theo th\u1eddi gian, d\u1eef li\u1ec7u c\u1ea7n thi\u1ebft \u0111\u1ec3 \u0111i\u1ec1u khi\u1ec3n m\u1ed9t m\u00f4 h\u00ecnh AI c\u0169ng nh\u01b0 v\u1eady, v\u00e0 \u0111i\u1ec1u n\u00e0y c\u00f3 th\u1ec3 thay \u0111\u1ed5i hi\u1ec7u qu\u1ea3 hay \u0111\u1ed9 ch\u00ednh x\u00e1c c\u1ee7a AI. Do \u0111\u00f3, vi\u1ec7c tri\u1ec3n khai AI c\u1ea7n \u0111\u01b0\u1ee3c t\u1ed1i \u01b0u h\u00f3a l\u1ea1i theo th\u1eddi gian. \u0110i\u1ec1u n\u00e0y \u0111\u00f2i h\u1ecfi s\u1ef1 k\u1ebft h\u1ee3p c\u1ee7a c\u00e1c k\u1ef9 s\u01b0 d\u1eef li\u1ec7u, nh\u00e0 khoa h\u1ecdc d\u1eef li\u1ec7u v\u00e0 nh\u00e2n vi\u00ean c\u00f4ng ngh\u1ec7 th\u00f4ng tin \u0111\u1ec3 \u0111i\u1ec1u h\u00e0nh h\u1ec7 th\u1ed1ng ho\u1ea1t \u0111\u1ed9ng \u1ed5n \u0111\u1ecbnh v\u00e0 hi\u1ec7u qu\u1ea3.\u00a0<\/span><\/p>\n<div id=\"attachment_23391\" style=\"width: 760px\" class=\"wp-caption alignnone\"><img loading=\"lazy\" decoding=\"async\" class=\"size-full wp-image-23391\" src=\"https:\/\/masterskills.org\/blog\/wp-content\/uploads\/2023\/12\/subiz-nhan-luc-dieu-hanh-ai-e1672129727938.jpg\" alt=\"\u0110\u1ed9i ng\u0169 nh\u00e2n s\u1ef1 \u0111i\u1ec1u h\u00e0nh AI\" width=\"750\" height=\"448\" title=\"subiz-nhan-luc-dieu-hanh-ai-e1672129727938\"><\/p>\n<p class=\"wp-caption-text\">\u0110\u1ed9i ng\u0169 nh\u00e2n s\u1ef1 \u0111i\u1ec1u h\u00e0nh AI<\/p>\n<\/div>\n<p style=\"text-align: justify\"><span style=\"font-weight: 400\">Do \u0111\u00f3, b\u1ea1n c\u1ea7n c\u00e2n nh\u1eafc v\u1ec1 vi\u1ec7c nh\u00e2n s\u1ef1 c\u00f4ng ty hi\u1ec7n t\u1ea1i c\u00f3 \u0111\u1ee7 s\u1ed1 l\u01b0\u1ee3ng v\u00e0 n\u0103ng l\u1ef1c \u0111\u1ec1 \u0111i\u1ec1u h\u00e0nh AI hay kh\u00f4ng. Vi\u1ec7c \u0111\u1ea7u t\u01b0 v\u00e0o nh\u00e2n s\u1ef1 l\u00e0 m\u1ed9t trong nh\u1eefng ti\u00eau ch\u00ed mang t\u00ednh quy\u1ebft \u0111\u1ecbnh \u0111\u1ebfn s\u1ef1 th\u00e0nh b\u1ea1i c\u1ee7a m\u1ed9t d\u1ef1 \u00e1n AI.<\/span><\/p>\n<h2 style=\"text-align: justify\" id=\"7-can-nhac-loi-nhuan-va-chi-phi-dau-tu-cong-nghe-ai\"><strong>C\u00e2n nh\u1eafc l\u1ee3i nhu\u1eadn v\u00e0 chi ph\u00ed \u0111\u1ea7u t\u01b0 c\u00f4ng ngh\u1ec7 AI<\/strong><\/h2>\n<p style=\"text-align: justify\"><span style=\"font-weight: 400\">Nhi\u1ec1u ng\u01b0\u1eddi m\u1edbi t\u00ecm hi\u1ec3u v\u1ec1 c\u00f4ng ngh\u1ec7 AI th\u01b0\u1eddng m\u1eafc sai l\u1ea7m khi th\u1ea7n th\u00e1nh h\u00f3a AI, cho r\u1eb1ng AI c\u00f3 kh\u1ea3 n\u0103ng ra quy\u1ebft \u0111\u1ecbnh ch\u00ednh x\u00e1c cao n\u00ean quy\u1ebft \u0111\u1ecbnh \u0111\u1ea7u t\u01b0 AI thay v\u00ec ngu\u1ed3n nh\u00e2n l\u1ef1c ch\u1ea5t l\u01b0\u1ee3ng cao. Tuy nhi\u00ean, th\u1ef1c t\u1ebf l\u00e0 AI v\u1eabn l\u00e0 m\u1ed9t c\u00f4ng ngh\u1ec7 gi\u00fap <\/span><b>h\u1ed7 tr\u1ee3 ra quy\u1ebft \u0111\u1ecbnh<\/b><span style=\"font-weight: 400\">.\u00a0<\/span><\/p>\n<p style=\"text-align: justify\"><span style=\"font-weight: 400\">Ph\u1ea3i c\u00f4ng nh\u1eadn AI c\u00f3 nhi\u1ec1u kh\u1ea3 n\u0103ng v\u01b0\u1ee3t tr\u1ed9i nh\u01b0 nh\u1eadn d\u1ea1ng h\u00ecnh \u1ea3nh ch\u00ednh x\u00e1c,\u00a0 x\u1eed l\u00fd ng\u00f4n ng\u1eef t\u1ef1 nhi\u00ean (NLP) hi\u1ec7u qu\u1ea3,\u2026 Tuy nhi\u00ean, c\u00e1c s\u00e1ng ki\u1ebfn \u200b\u200bAI th\u01b0\u1eddng s\u1ebd n\u00e2ng cao, t\u1ed1i \u01b0u, r\u00fat ng\u1eafn c\u00e1c giai \u0111o\u1ea1n c\u1ee7a quy tr\u00ecnh m\u00e0 th\u01b0\u1eddng kh\u00f4ng thay \u0111\u1ed5i k\u1ebft qu\u1ea3 cu\u1ed1i c\u00f9ng.\u00a0<\/span><\/p>\n<div id=\"attachment_23387\" style=\"width: 760px\" class=\"wp-caption alignnone\"><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-23387 size-full\" src=\"https:\/\/masterskills.org\/blog\/wp-content\/uploads\/2023\/12\/subiz-can-nhac-chi-phi-khi-dau-tu-ai.jpg\" alt=\"C\u00e2n nh\u1eafc l\u1ee3i nhu\u1eadn v\u00e0 chi ph\u00ed \u0111\u1ea7u t\u01b0 c\u00f4ng ngh\u1ec7 AI\" width=\"750\" height=\"563\" title=\"subiz-can-nhac-chi-phi-khi-dau-tu-ai\"><\/p>\n<p class=\"wp-caption-text\">C\u00e2n nh\u1eafc l\u1ee3i nhu\u1eadn v\u00e0 chi ph\u00ed \u0111\u1ea7u t\u01b0 c\u00f4ng ngh\u1ec7 AI<\/p>\n<\/div>\n<p style=\"text-align: justify\"><span style=\"font-weight: 400\">V\u00ed d\u1ee5, gi\u1ea3 s\u1eed b\u1ea1n \u00e1p d\u1ee5ng NLP v\u00e0o quy tr\u00ecnh \u0111\u1ec3 n\u00e2ng cao kh\u1ea3 n\u0103ng ph\u00e2n lo\u1ea1i t\u00e0i li\u1ec7u. \u0110i\u1ec1u n\u00e0y gi\u00fap b\u1ea1n c\u00f3 th\u1ec3 gi\u1ea3m b\u1edbt nh\u00e2n s\u1ef1 kh\u00e2u cho nhi\u1ec7m v\u1ee5 n\u00e0y, ho\u1eb7c t\u1eadp trung ngu\u1ed3n nh\u00e2n l\u1ef1c cho c\u00e1c nhi\u1ec7m v\u1ee5 \u0111\u00f2i h\u1ecfi nhi\u1ec1u ki\u1ebfn \u200b\u200bth\u1ee9c h\u01a1n trong t\u1ed5 ch\u1ee9c. K\u1ebft qu\u1ea3 ch\u1eafc ch\u1eafn l\u00e0 t\u00edch c\u1ef1c nh\u01b0ng t\u1ef7 l\u1ec7 l\u1ee3i nhu\u1eadn r\u00f2ng tr\u00ean t\u1ed5ng chi ph\u00ed \u0111\u1ea7u t\u01b0 ( Return on Investment \u2013 ROI) l\u00e0 kh\u00f4ng r\u00f5 r\u00e0ng.<\/span><\/p>\n<p style=\"text-align: justify\"><span style=\"font-weight: 400\">Do \u0111\u00f3, b\u1ea1n c\u1ea7n c\u00e2n nh\u1eafc k\u1ef9 v\u1ea5n v\u1ea5n \u0111\u1ec1 chi ph\u00ed, li\u1ec7u hi\u1ec7u qu\u1ea3 m\u00e0 AI mang l\u1ea1i s\u1ebd gi\u00fap b\u1ea1n \u0111\u1ea1t \u0111\u01b0\u1ee3c kho\u1ea3ng l\u1ee3i nhu\u1eadn nh\u01b0 th\u1ebf n\u00e0o, li\u1ec7u n\u00f3 c\u00f3 \u0111\u00e1ng \u0111\u1ec3 \u0111\u1ea7u t\u01b0 hay kh\u00f4ng.<\/span><\/p>\n<p style=\"text-align: justify\"><span style=\"font-weight: 400\">N\u1ebfu AI ph\u00f9 h\u1ee3p, c\u00e1c c\u00f4ng ty c\u00f3 th\u1ec3 \u0111\u1ec3 c\u00f4ng ngh\u1ec7 n\u00e0y th\u1ef1c hi\u1ec7n ph\u1ea7n vi\u1ec7c n\u1eb7ng nh\u1ecdc c\u1ee7a c\u00e1c quy tr\u00ecnh d\u1ef1a tr\u00ean th\u00f3i quen ho\u1eb7c x\u00e1c \u0111\u1ecbnh c\u00e1c m\u1eabu d\u01b0\u1eddng nh\u01b0 ch\u01b0a bi\u1ebft trong ngu\u1ed3n d\u1eef li\u1ec7u kh\u1ed5ng l\u1ed3. Nh\u01b0ng \u0111\u1ec3 \u0111\u1ea1t \u0111\u01b0\u1ee3c \u0111i\u1ec1u \u0111\u00f3, b\u1ea1n c\u1ea7n t\u00ecm ra c\u00e1ch ti\u1ebfp c\u1eadn ph\u00f9 h\u1ee3p v\u1edbi c\u00f4ng ty c\u1ee7a m\u00ecnh. Khi b\u1ea1n l\u00e0m nh\u01b0 v\u1eady, b\u1ea1n c\u00f3 th\u1ec3 th\u1ea5y nh\u1eefng c\u01a1 h\u1ed9i m\u1edbi \u0111ang m\u1edf ra xung quanh m\u00ecnh.<\/span><\/p>\n<p style=\"text-align: justify\">\u0110\u1ea7u t\u01b0 v\u00e0o c\u00f4ng ngh\u1ec7 AI l\u00e0 m\u1ed9t xu th\u1ebf t\u1ea5t y\u1ebfu c\u1ee7a c\u00e1c doanh nghi\u1ec7p trong th\u1eddi k\u1ef3 4.0. AI l\u00e0 c\u00f4ng c\u1ee5 m\u1ea1nh m\u1ebd gi\u00fap doanh nghi\u1ec7p t\u1ed1i \u01b0u h\u00f3a, n\u00e2ng cao hi\u1ec7u qu\u1ea3 ho\u1ea1t \u0111\u1ed9ng s\u1ea3n xu\u1ea5t, kinh doanh v\u00e0 gia t\u0103ng l\u1ee3i th\u1ebf c\u1ea1nh tranh tr\u00ean th\u1ecb tr\u01b0\u1eddng. Tuy nhi\u00ean, b\u1ea1n kh\u00f4ng n\u00ean th\u00eam AI v\u00e0o quy tr\u00ecnh c\u00f4ng ty ch\u1ec9 \u0111\u1ec3 \u0111i theo xu h\u01b0\u1edbng, m\u00e0 h\u00e3y x\u00e1c \u0111\u1ecbnh r\u00f5 xem AI s\u1ebd mang l\u1ea1i gi\u00e1 tr\u1ecb g\u00ec cho c\u00f4ng ty c\u1ee7a b\u1ea1n.<\/p>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p style=\"text-align: justify\"><span style=\"font-weight: 400\">Theo b\u00e1o c\u00e1o\u00a0 \u201cD\u1ef1 b\u00e1o th\u1ecb tr\u01b0\u1eddng tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o, 2022-2029\u201d c\u1ee7a Fortune Business Insights&#x2122;,\u00a0 d\u1ef1 \u0111o\u00e1n quy m\u00f4 th\u1ecb tr\u01b0\u1eddng c\u00f4ng ngh\u1ec7 AI to\u00e0n c\u1ea7u s\u1ebd t\u0103ng t\u1eeb 387,45 t\u1ef7 USD v\u00e0o n\u0103m 2022 l\u00ean 1394,30 t\u1ef7 USD v\u00e0o n\u0103m 2029 v\u1edbi t\u1ed1c \u0111\u1ed9 t\u0103ng tr\u01b0\u1edfng k\u00e9p h\u00e0ng n\u0103m (CAGR- Compounded Annual Growth rate)\u00a0 l\u00e0 20,1%. S\u1ee9c h\u1ea5p d\u1eabn c\u1ee7a AI l\u00e0 r\u00f5 r\u00e0ng. C\u00f4ng ngh\u1ec7 n\u00e0y \u0111\u01b0\u1ee3c \u00e1p d\u1ee5ng v\u00e0o nhi\u1ec1u l\u0129nh v\u1ef1c trong cu\u1ed9c s\u1ed1ng, bao g\u1ed3m c\u1ea3 kinh doanh v\u00e0 mang l\u1ea1i nhi\u1ec1u th\u00e0nh t\u1ef1u \u0111\u00e1ng k\u1ec3 nh\u01b0 n\u00e2ng cao hi\u1ec7u su\u1ea5t, d\u1ef1 \u0111o\u00e1n, t\u1ef1 \u0111\u1ed9ng h\u00f3a quy tr\u00ecnh, nh\u1eadn d\u1ea1ng v\u00e0 qu\u1ea3n l\u00fd \u0111a d\u1ea1ng d\u1eef li\u1ec7u v\u0103n b\u1ea3n, h\u00ecnh \u1ea3nh, \u00e2m thanh\u2026\u00a0<\/span><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[191],"tags":[],"_links":{"self":[{"href":"https:\/\/masterskills.org\/blog\/wp-json\/wp\/v2\/posts\/57244"}],"collection":[{"href":"https:\/\/masterskills.org\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/masterskills.org\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/masterskills.org\/blog\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/masterskills.org\/blog\/wp-json\/wp\/v2\/comments?post=57244"}],"version-history":[{"count":0,"href":"https:\/\/masterskills.org\/blog\/wp-json\/wp\/v2\/posts\/57244\/revisions"}],"wp:attachment":[{"href":"https:\/\/masterskills.org\/blog\/wp-json\/wp\/v2\/media?parent=57244"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/masterskills.org\/blog\/wp-json\/wp\/v2\/categories?post=57244"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/masterskills.org\/blog\/wp-json\/wp\/v2\/tags?post=57244"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}