{"id":164907,"date":"2026-09-12T17:42:03","date_gmt":"2026-09-12T10:42:03","guid":{"rendered":"https:\/\/bap-software.net\/?post_type=knowledge&#038;p=164907"},"modified":"2026-09-13T20:33:38","modified_gmt":"2026-09-13T13:33:38","slug":"__trashed","status":"publish","type":"knowledge","link":"https:\/\/bap-software.net\/vi\/knowledge\/__trashed\/","title":{"rendered":"\u3010AI trong ng\u00e0nh s\u1ea3n xu\u1ea5t\u3011N\u1ebfu ng\u01b0\u1eddi gi\u1ecfi nh\u1ea5t nh\u00e0 m\u00e1y ngh\u1ec9 vi\u1ec7c v\u00e0o ng\u00e0y mai, AI c\u00f3 th\u1ec3 thay h\u1ecd bao nhi\u00eau %?"},"content":{"rendered":"<p><\/p>\n<h1>N\u1ebfu ng\u01b0\u1eddi gi\u1ecfi nh\u1ea5t nh\u00e0 m\u00e1y ngh\u1ec9 vi\u1ec7c ng\u00e0y mai?<\/h1>\n<p class=\"isSelectedEnd\">H\u00e3y t\u01b0\u1edfng t\u01b0\u1ee3ng m\u1ed9t k\u1ef9 s\u01b0 c\u00f3 20 n\u0103m kinh nghi\u1ec7m ngh\u1ec9 vi\u1ec7c.<\/p>\n<p class=\"isSelectedEnd\">M\u1ed9t d\u00e2y chuy\u1ec1n g\u1eb7p l\u1ed7i, m\u00e1y m\u00f3c xu\u1ea5t hi\u1ec7n d\u1ea5u hi\u1ec7u b\u1ea5t th\u01b0\u1eddng ho\u1eb7c m\u1ed9t defect t\u1eebng x\u1ea3y ra nhi\u1ec1u n\u0103m tr\u01b0\u1edbc quay l\u1ea1i. Manual c\u00f3 th\u1ec3 kh\u00f4ng \u0111\u1ee7 \u0111\u1ec3 gi\u1ea3i th\u00edch c\u00e1ch x\u1eed l\u00fd.<\/p>\n<p class=\"isSelectedEnd\">Nh\u1eefng l\u00fac nh\u01b0 v\u1eady, doanh nghi\u1ec7p th\u01b0\u1eddng ph\u1ea3i <strong>\u201ch\u1ecfi ng\u01b0\u1eddi l\u00e2u n\u0103m\u201d<\/strong>.<\/p>\n<p class=\"isSelectedEnd\">Nh\u01b0ng n\u1ebfu ng\u01b0\u1eddi \u0111\u00f3 kh\u00f4ng c\u00f2n \u1edf nh\u00e0 m\u00e1y th\u00ec sao?<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" width=\"762\" height=\"758\" class=\"alignnone size-full wp-image-164909\" src=\"https:\/\/cdn.bap-software.net\/2026\/09\/Screenshot-2026-09-12-at-19.37.53.png\" alt=\"\" \/><img loading=\"lazy\" decoding=\"async\" width=\"762\" height=\"758\" class=\"alignnone size-full wp-image-164909\" src=\"https:\/\/cdn.bap-software.net\/2026\/09\/Screenshot-2026-09-12-at-19.37.53.png\" alt=\"\" \/><\/p>\n<p class=\"isSelectedEnd\">V\u1ea5n \u0111\u1ec1 kh\u00f4ng ch\u1ec9 l\u00e0 m\u1ea5t m\u1ed9t nh\u00e2n s\u1ef1. Doanh nghi\u1ec7p c\u00f3 th\u1ec3 \u0111ang m\u1ea5t \u0111i h\u00e0ng ch\u1ee5c n\u0103m kinh nghi\u1ec7m \u0111\u01b0\u1ee3c l\u01b0u gi\u1eef trong \u0111\u1ea7u m\u1ed9t ng\u01b0\u1eddi.<\/p>\n<h1>I. Tri th\u1ee9c c\u1ee7a nh\u00e0 m\u00e1y \u0111ang n\u1eb1m \u1edf \u0111\u00e2u?<\/h1>\n<p class=\"isSelectedEnd\">Kh\u00f4ng ph\u1ea3i m\u1ecdi knowledge \u0111\u1ec1u n\u1eb1m trong SOP hay manual.<\/p>\n<p class=\"isSelectedEnd\">R\u1ea5t nhi\u1ec1u kinh nghi\u1ec7m \u0111\u01b0\u1ee3c t\u00edch l\u0169y qua qu\u00e1 tr\u00ecnh l\u00e0m vi\u1ec7c:<\/p>\n<ul data-spread=\"false\">\n<li>C\u00e1ch x\u1eed l\u00fd s\u1ef1 c\u1ed1 m\u00e1y m\u00f3c.<\/li>\n<li>D\u1ea5u hi\u1ec7u b\u1ea5t th\u01b0\u1eddng tr\u01b0\u1edbc khi x\u1ea3y ra l\u1ed7i.<\/li>\n<li>Nguy\u00ean nh\u00e2n c\u1ee7a c\u00e1c defect.<\/li>\n<li>C\u00e1ch \u0111i\u1ec1u ch\u1ec9nh m\u00e1y trong t\u1eebng t\u00ecnh hu\u1ed1ng.<\/li>\n<li>Nh\u1eefng s\u1ef1 c\u1ed1 t\u1eebng x\u1ea3y ra nh\u01b0ng ch\u01b0a \u0111\u01b0\u1ee3c ghi ch\u00e9p.<\/li>\n<li>Kinh nghi\u1ec7m m\u00e0 ch\u1ec9 nh\u00e2n vi\u00ean l\u00e2u n\u0103m m\u1edbi bi\u1ebft.<\/li>\n<\/ul>\n<p class=\"isSelectedEnd\">\u0110\u00e2y \u0111\u01b0\u1ee3c g\u1ecdi l\u00e0 Tacit Knowledge \u2013 tri th\u1ee9c ng\u1ea7m.<\/p>\n<p class=\"isSelectedEnd\">V\u1ea5n \u0111\u1ec1 l\u00e0 lo\u1ea1i tri th\u1ee9c n\u00e0y r\u1ea5t kh\u00f3 chuy\u1ec3n giao v\u00e0 c\u00f3 nguy c\u01a1 bi\u1ebfn m\u1ea5t khi nh\u00e2n s\u1ef1 ngh\u1ec9 vi\u1ec7c.<\/p>\n<h1>II. AI trong ng\u00e0nh s\u1ea3n xu\u1ea5t c\u00f3 th\u1ec3 thay th\u1ebf bao nhi\u00eau %?<\/h1>\n<p class=\"isSelectedEnd\">C\u00e2u tr\u1ea3 l\u1eddi l\u00e0: <strong>kh\u00f4ng c\u00f3 m\u1ed9t t\u1ef7 l\u1ec7 c\u1ed1 \u0111\u1ecbnh.<\/strong><\/p>\n<p class=\"isSelectedEnd\">AI ch\u01b0a th\u1ec3 tr\u1edf th\u00e0nh m\u1ed9t k\u1ef9 s\u01b0 c\u00f3 h\u00e0ng ch\u1ee5c n\u0103m kinh nghi\u1ec7m. Nh\u01b0ng AI c\u00f3 th\u1ec3 gi\u00fap doanh nghi\u1ec7p s\u1ed1 h\u00f3a v\u00e0 khai th\u00e1c m\u1ed9t ph\u1ea7n knowledge tr\u01b0\u1edbc \u0111\u00e2y ch\u1ec9 t\u1ed3n t\u1ea1i trong \u0111\u1ea7u con ng\u01b0\u1eddi.<\/p>\n<p class=\"isSelectedEnd\">V\u00ed d\u1ee5, doanh nghi\u1ec7p c\u00f3 th\u1ec3 t\u1eadp h\u1ee3p:<\/p>\n<p class=\"isSelectedEnd\">Manual + SOP + b\u00e1o c\u00e1o s\u1ef1 c\u1ed1 + d\u1eef li\u1ec7u b\u1ea3o tr\u00ec + quality report + l\u1ecbch s\u1eed x\u1eed l\u00fd l\u1ed7i<\/p>\n<p class=\"isSelectedEnd\">\u2193<\/p>\n<h3>AI Knowledge Base<\/h3>\n<p class=\"isSelectedEnd\">Khi nh\u00e2n vi\u00ean h\u1ecfi:<\/p>\n<blockquote>\n<p class=\"isSelectedEnd\">\u201cM\u00e1y A \u0111ang g\u1eb7p l\u1ed7i X. Tr\u01b0\u1edbc \u0111\u00e2y \u0111\u00e3 t\u1eebng x\u1ea3y ra tr\u01b0\u1eddng h\u1ee3p t\u01b0\u01a1ng t\u1ef1 ch\u01b0a?\u201d<\/p>\n<\/blockquote>\n<p class=\"isSelectedEnd\">AI c\u00f3 th\u1ec3 t\u00ecm ki\u1ebfm d\u1eef li\u1ec7u v\u00e0 \u0111\u01b0a ra c\u00e1c tr\u01b0\u1eddng h\u1ee3p t\u01b0\u01a1ng t\u1ef1, nguy\u00ean nh\u00e2n, c\u00e1ch x\u1eed l\u00fd tr\u01b0\u1edbc \u0111\u00e2y v\u00e0 t\u00e0i li\u1ec7u li\u00ean quan.<\/p>\n<p class=\"isSelectedEnd\"><strong>AI kh\u00f4ng thay th\u1ebf k\u1ef9 s\u01b0. AI gi\u00fap kinh nghi\u1ec7m c\u1ee7a k\u1ef9 s\u01b0 tr\u1edf n\u00ean d\u1ec5 ti\u1ebfp c\u1eadn h\u01a1n v\u1edbi to\u00e0n b\u1ed9 t\u1ed5 ch\u1ee9c.<\/strong><\/p>\n<p><img \/><\/p>\n<h1>III. T\u1eeb \u201ch\u1ecfi ng\u01b0\u1eddi l\u00e2u n\u0103m\u201d sang \u201ch\u1ecfi AI\u201d<\/h1>\n<p class=\"isSelectedEnd\">M\u00f4 h\u00ecnh truy\u1ec1n th\u1ed1ng:<\/p>\n<p class=\"isSelectedEnd\"><strong>Nh\u00e2n vi\u00ean m\u1edbi \u2192 Kh\u00f4ng bi\u1ebft \u2192 H\u1ecfi senior \u2192 Senior h\u01b0\u1edbng d\u1eabn<\/strong><\/p>\n<p class=\"isSelectedEnd\">M\u00f4 h\u00ecnh c\u00f3 AI:<\/p>\n<p class=\"isSelectedEnd\"><strong>Nh\u00e2n vi\u00ean m\u1edbi \u2192 H\u1ecfi AI \u2192 AI t\u00ecm ki\u1ebfm knowledge \u2192 \u0110\u1ec1 xu\u1ea5t h\u01b0\u1edbng x\u1eed l\u00fd \u2192 Con ng\u01b0\u1eddi ki\u1ec3m tra<\/strong><\/p>\n<p><img loading=\"lazy\" decoding=\"async\" width=\"1731\" height=\"909\" class=\"alignnone size-full wp-image-164809\" src=\"https:\/\/cdn.bap-software.net\/2026\/08\/28094241\/exec-14e20010-67e6-4b6f-adfe-860b32ff921a.png\" alt=\"\" \/><\/p>\n<p class=\"isSelectedEnd\">\u0110i\u1ec1u n\u00e0y \u0111\u1eb7c bi\u1ec7t h\u1eefu \u00edch khi doanh nghi\u1ec7p \u0111\u1ed1i m\u1eb7t v\u1edbi:<\/p>\n<ul data-spread=\"false\">\n<li>Thi\u1ebfu nh\u00e2n l\u1ef1c.<\/li>\n<li>Nh\u00e2n s\u1ef1 l\u00e2u n\u0103m ngh\u1ec9 h\u01b0u.<\/li>\n<li>Kh\u00f3 \u0111\u00e0o t\u1ea1o nh\u00e2n vi\u00ean m\u1edbi.<\/li>\n<li>Knowledge ph\u00e2n t\u00e1n \u1edf nhi\u1ec1u h\u1ec7 th\u1ed1ng.<\/li>\n<li>M\u1ea5t nhi\u1ec1u th\u1eddi gian t\u00ecm ki\u1ebfm th\u00f4ng tin.<\/li>\n<\/ul>\n<p class=\"isSelectedEnd\">T\u1ea5t nhi\u00ean, nh\u1eefng quy\u1ebft \u0111\u1ecbnh li\u00ean quan \u0111\u1ebfn an to\u00e0n, ch\u1ea5t l\u01b0\u1ee3ng v\u00e0 v\u1eadn h\u00e0nh th\u1ef1c t\u1ebf v\u1eabn c\u1ea7n con ng\u01b0\u1eddi ki\u1ec3m tra v\u00e0 ch\u1ecbu tr\u00e1ch nhi\u1ec7m.<\/p>\n<h1>IV. Nh\u00e0 m\u00e1y n\u00ean b\u1eaft \u0111\u1ea7u \u1ee9ng d\u1ee5ng AI t\u1eeb \u0111\u00e2u?<\/h1>\n<p class=\"isSelectedEnd\">Doanh nghi\u1ec7p kh\u00f4ng nh\u1ea5t thi\u1ebft ph\u1ea3i tri\u1ec3n khai m\u1ed9t d\u1ef1 \u00e1n AI quy m\u00f4 l\u1edbn ngay t\u1eeb \u0111\u1ea7u.<\/p>\n<p class=\"isSelectedEnd\">C\u00f3 th\u1ec3 b\u1eaft \u0111\u1ea7u b\u1eb1ng m\u1ed9t use case c\u1ee5 th\u1ec3:<\/p>\n<h3>B\u01b0\u1edbc 1: Thu th\u1eadp d\u1eef li\u1ec7u<\/h3>\n<p class=\"isSelectedEnd\">Manual, SOP, b\u00e1o c\u00e1o s\u1ef1 c\u1ed1, maintenance records, quality reports\u2026<\/p>\n<h3>B\u01b0\u1edbc 2: X\u00e2y d\u1ef1ng AI Knowledge Base<\/h3>\n<p class=\"isSelectedEnd\">Cho ph\u00e9p nh\u00e2n vi\u00ean t\u00ecm ki\u1ebfm th\u00f4ng tin b\u1eb1ng ng\u00f4n ng\u1eef t\u1ef1 nhi\u00ean.<\/p>\n<h3>B\u01b0\u1edbc 3: Ki\u1ec3m ch\u1ee9ng<\/h3>\n<p class=\"isSelectedEnd\">\u0110\u1ec3 k\u1ef9 s\u01b0 v\u00e0 chuy\u00ean gia x\u00e1c nh\u1eadn k\u1ebft qu\u1ea3 c\u1ee7a AI.<\/p>\n<h3>B\u01b0\u1edbc 4: \u0110o l\u01b0\u1eddng<\/h3>\n<p class=\"isSelectedEnd\">Theo d\u00f5i th\u1eddi gian t\u00ecm ki\u1ebfm th\u00f4ng tin, x\u1eed l\u00fd s\u1ef1 c\u1ed1 v\u00e0 \u0111\u00e0o t\u1ea1o nh\u00e2n vi\u00ean m\u1edbi.<\/p>\n<p class=\"isSelectedEnd\">Sau \u0111\u00f3 c\u00f3 th\u1ec3 m\u1edf r\u1ed9ng sang <strong>AI Agent, Predictive Maintenance, Quality Inspection ho\u1eb7c AI \u00d7 MES\/ERP<\/strong>.<\/p>\n<p class=\"isSelectedEnd\"><strong>Internal link \u0111\u1ec1 xu\u1ea5t:<\/strong><\/p>\n<ul data-spread=\"false\">\n<li>AI Agent trong doanh nghi\u1ec7p<\/li>\n<li>MES \u00d7 AI<\/li>\n<li>Manufacturing DX<\/li>\n<li>AI Quality Inspection<\/li>\n<\/ul>\n<h1>V. BAP h\u1ed7 tr\u1ee3 doanh nghi\u1ec7p s\u1ea3n xu\u1ea5t \u1ee9ng d\u1ee5ng AI<\/h1>\n<p class=\"isSelectedEnd\">BAP Solution Japan cung c\u1ea5p c\u00e1c gi\u1ea3i ph\u00e1p <strong>AI\/DX v\u00e0 software development<\/strong>, h\u1ed7 tr\u1ee3 doanh nghi\u1ec7p t\u1eeb <strong>PoC \u0111\u1ebfn ph\u00e1t tri\u1ec3n v\u00e0 v\u1eadn h\u00e0nh<\/strong>.<\/p>\n<p class=\"isSelectedEnd\">C\u00e1c h\u01b0\u1edbng \u1ee9ng d\u1ee5ng c\u00f3 th\u1ec3 bao g\u1ed3m:<\/p>\n<ul data-spread=\"false\">\n<li>Generative AI<\/li>\n<li>AI Knowledge Search<\/li>\n<li>AI Agent<\/li>\n<li>AI \u00d7 Existing System<\/li>\n<li>AI \u00d7 OCR<\/li>\n<li>AI \u00d7 Data<\/li>\n<li>AI trong s\u1ea3n xu\u1ea5t<\/li>\n<\/ul>\n<p class=\"isSelectedEnd\">Thay v\u00ec b\u1eaft \u0111\u1ea7u b\u1eb1ng m\u1ed9t h\u1ec7 th\u1ed1ng ph\u1ee9c t\u1ea1p, BAP c\u00f3 th\u1ec3 c\u00f9ng doanh nghi\u1ec7p x\u00e1c \u0111\u1ecbnh <strong>use case ph\u00f9 h\u1ee3p nh\u1ea5t<\/strong>, tri\u1ec3n khai PoC v\u00e0 \u0111\u00e1nh gi\u00e1 hi\u1ec7u qu\u1ea3 tr\u01b0\u1edbc khi m\u1edf r\u1ed9ng.<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" width=\"1672\" height=\"941\" class=\"alignnone size-full wp-image-164826\" src=\"https:\/\/cdn.bap-software.net\/2026\/09\/01094400\/exec-97f1af4f-4080-45e3-84ee-ccc3d22654ae.png\" alt=\"\" \/><\/p>\n<p class=\"isSelectedEnd\"><strong>Internal link:<\/strong><br \/>\n\u2192 BAP AI Solutions<br \/>\n\u2192 BAP Manufacturing \/ DX Solutions<br \/>\n\u2192 AI Development &amp; Consulting<\/p>\n<h1>VI. C\u00e2u h\u1ecfi quan tr\u1ecdng kh\u00f4ng ph\u1ea3i l\u00e0 \u201cAI thay ng\u01b0\u1eddi \u0111\u01b0\u1ee3c bao nhi\u00eau %?\u201d<\/h1>\n<p class=\"isSelectedEnd\">N\u1ebfu ng\u01b0\u1eddi gi\u1ecfi nh\u1ea5t nh\u00e0 m\u00e1y ngh\u1ec9 vi\u1ec7c ng\u00e0y mai, h\u00e3y th\u1eed h\u1ecfi:<\/p>\n<blockquote>\n<p class=\"isSelectedEnd\"><strong>\u201cBao nhi\u00eau % ki\u1ebfn th\u1ee9c c\u1ee7a ng\u01b0\u1eddi \u0111\u00f3 v\u1eabn c\u00f2n \u1edf l\u1ea1i v\u1edbi doanh nghi\u1ec7p?\u201d<\/strong><\/p>\n<\/blockquote>\n<p class=\"isSelectedEnd\">N\u1ebfu c\u00e2u tr\u1ea3 l\u1eddi l\u00e0 \u201cr\u1ea5t \u00edt\u201d, c\u00f3 l\u1ebd \u0111\u00e3 \u0111\u1ebfn l\u00fac doanh nghi\u1ec7p c\u1ea7n b\u1eaft \u0111\u1ea7u <strong>s\u1ed1 h\u00f3a tri th\u1ee9c<\/strong>.<\/p>\n<p class=\"isSelectedEnd\">AI kh\u00f4ng nh\u1ea5t thi\u1ebft ph\u1ea3i thay th\u1ebf ng\u01b0\u1eddi gi\u1ecfi nh\u1ea5t nh\u00e0 m\u00e1y.<\/p>\n<p class=\"isSelectedEnd\"><strong>AI c\u00f3 th\u1ec3 gi\u00fap ki\u1ebfn th\u1ee9c c\u1ee7a ng\u01b0\u1eddi gi\u1ecfi nh\u1ea5t kh\u00f4ng r\u1eddi kh\u1ecfi nh\u00e0 m\u00e1y khi h\u1ecd r\u1eddi \u0111i.<\/strong><\/p>\n<h1>VII. AI c\u00f3 th\u1ec3 gi\u1ea3i quy\u1ebft b\u00e0i to\u00e1n n\u00e0o trong nh\u00e0 m\u00e1y c\u1ee7a b\u1ea1n?<\/h1>\n<p class=\"isSelectedEnd\">BAP h\u1ed7 tr\u1ee3 doanh nghi\u1ec7p x\u00e1c \u0111\u1ecbnh use case v\u00e0 tri\u1ec3n khai <strong>Generative AI, AI Knowledge Search, AI Agent v\u00e0 AI\/DX solutions<\/strong> t\u1eeb PoC \u0111\u1ebfn th\u1ef1c t\u1ebf.<\/p>\n<p>H\u00e3y trao \u0111\u1ed5i v\u1edbi BAP \u0111\u1ec3 t\u00ecm ra b\u00e0i to\u00e1n AI c\u00f3 kh\u1ea3 n\u0103ng t\u1ea1o ra hi\u1ec7u qu\u1ea3 th\u1ef1c t\u1ebf nh\u1ea5t cho doanh nghi\u1ec7p c\u1ee7a b\u1ea1n.<\/p>\n<p>https:\/\/bap-software.net\/vi\/<\/p>","protected":false},"author":45,"featured_media":0,"template":"","meta":{"_acf_changed":false},"tags":[],"blog-cat":[],"class_list":["post-164907","knowledge","type-knowledge","status-publish","hentry"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v26.1 (Yoast SEO v28.4) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>AI trong ng\u00e0nh s\u1ea3n xu\u1ea5t: AI c\u00f3 th\u1ec3 thay th\u1ebf bao nhi\u00eau % kinh nghi\u1ec7m c\u1ee7a k\u1ef9 s\u01b0?<\/title>\n<meta name=\"description\" content=\"N\u1ebfu k\u1ef9 s\u01b0 gi\u00e0u kinh nghi\u1ec7m ngh\u1ec9 vi\u1ec7c, nh\u00e0 m\u00e1y c\u00f3 th\u1ec3 m\u1ea5t \u0111i l\u01b0\u1ee3ng l\u1edbn tri th\u1ee9c. 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