Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (AI) \u0111\u00e3 d\u1eabn \u0111\u1ea7u qu\u00e1 tr\u00ecnh chuy\u1ec3n \u0111\u1ed5i s\u1ed1 nhanh ch\u00f3ng c\u1ee7a ng\u00e0nh s\u1ea3n xu\u1ea5t trong nh\u1eefng n\u0103m g\u1ea7n \u0111\u00e2y. K\u1ec3 t\u1eeb C\u00f4ng nghi\u1ec7p 4.0 v\u00e0 s\u1ef1 ph\u00e1t tri\u1ec3n c\u1ee7a c\u00e1c c\u00f4ng ngh\u1ec7 s\u1ea3n xu\u1ea5t th\u00f4ng minh, AI \u0111\u00e3 \u0111\u00f3ng vai tr\u00f2 ng\u00e0y c\u00e0ng quan tr\u1ecdng trong vi\u1ec7c c\u1ea3i thi\u1ec7n c\u00e1c ch\u1ee9c n\u0103ng s\u1ea3n xu\u1ea5t nh\u01b0 qu\u1ea3n l\u00fd chu\u1ed7i cung \u1ee9ng v\u00e0 t\u1ed1i \u01b0u h\u00f3a s\u1ea3n xu\u1ea5t.<\/p>\n
C\u00f9ng v\u1edbi c\u00e1c c\u00f4ng c\u1ee5 qu\u1ea3n l\u00fd chu\u1ed7i cung \u1ee9ng d\u1ef1a tr\u00ean \u0111\u00e1m m\u00e2y v\u00e0 c\u00e1c gi\u1ea3i ph\u00e1p th\u00f4ng minh, AI \u0111\u00e3 trao quy\u1ec1n cho c\u00e1c nh\u00e0 s\u1ea3n xu\u1ea5t theo d\u00f5i v\u00e0 qu\u1ea3n l\u00fd lu\u1ed3ng h\u00e0ng h\u00f3a v\u1eadt l\u00fd, hi\u1ec7u su\u1ea5t ho\u1ea1t \u0111\u1ed9ng, s\u1ed1 li\u1ec7u v\u1ec1 t\u00ednh b\u1ec1n v\u1eefng v\u00e0 nhi\u1ec1u h\u01a1n n\u1eefa<\/a>. AI c\u0169ng cho ph\u00e9p c\u00e1 nh\u00e2n h\u00f3a cao trong chu\u1ed7i cung \u1ee9ng \u0111\u1ec3 \u0111\u00e1p \u1ee9ng nhu c\u1ea7u thay \u0111\u1ed5i c\u1ee7a kh\u00e1ch h\u00e0ng.<\/p>\n V\u1edbi nhu c\u1ea7u c\u00e1 nh\u00e2n h\u00f3a v\u00e0 t\u00f9y ch\u1ec9nh ng\u00e0y c\u00e0ng t\u0103ng, si\u00eau c\u00e1 nh\u00e2n h\u00f3a do AI th\u00fac \u0111\u1ea9y \u0111ang ph\u00e1t tri\u1ec3n chu\u1ed7i cung \u1ee9ng s\u1ea3n xu\u1ea5t nh\u01b0 th\u1ebf n\u00e0o?<\/p>\n Si\u00eau c\u00e1 nh\u00e2n h\u00f3a do AI th\u00fac \u0111\u1ea9y c\u00f3 th\u1ec3 gi\u00fap c\u00e1c nh\u00e0 s\u1ea3n xu\u1ea5t gi\u1ea3m chi ph\u00ed v\u00e0 l\u00e3ng ph\u00ed trong chu\u1ed7i cung \u1ee9ng b\u1eb1ng c\u00e1ch d\u1ef1 b\u00e1o th\u00f4ng minh c\u00e1c nguy\u00ean li\u1ec7u th\u00f4 c\u1ea7n thi\u1ebft v\u00e0 \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng tr\u01b0\u1edbc qu\u00e1 tr\u00ecnh s\u1ea3n xu\u1ea5t. Theo c\u00e1ch n\u00e0y, s\u1ebd c\u00f3 \u00edt l\u00e3ng ph\u00ed h\u01a1n nh\u1edd ph\u00e2n t\u00edch d\u1ef1 \u0111o\u00e1n ch\u1ec9 x\u00e1c \u0111\u1ecbnh nh\u1eefng g\u00ec kh\u00e1ch h\u00e0ng c\u1ea7n, thay v\u00ec t\u1ea1o ra c\u00e1c s\u1ea3n ph\u1ea9m c\u00f3 th\u1ec3 kh\u00f4ng b\u00e1n \u0111\u01b0\u1ee3c. \u0110i\u1ec1u n\u00e0y c\u0169ng c\u00f3 th\u1ec3 d\u1eabn \u0111\u1ebfn t\u0103ng l\u1ee3i nhu\u1eadn v\u00e0 t\u00ednh b\u1ec1n v\u1eefng. Ngo\u00e0i ra, chu\u1ed7i cung \u1ee9ng si\u00eau c\u00e1 nh\u00e2n h\u00f3a c\u00f3 th\u1ec3 t\u1ed1i \u01b0u h\u00f3a chi ph\u00ed giao h\u00e0ng, h\u1eadu c\u1ea7n v\u00e0 lao \u0111\u1ed9ng nh\u1edd d\u1eef li\u1ec7u th\u1eddi gian th\u1ef1c do AI cung c\u1ea5p.<\/p>\n Chu\u1ed7i cung \u1ee9ng si\u00eau c\u00e1 nh\u00e2n h\u00f3a c\u00f3 th\u1ec3 t\u1eadn d\u1ee5ng ph\u00e2n t\u00edch n\u00e2ng cao \u0111\u1ec3 nh\u1eadn ra c\u00e1c y\u00eau c\u1ea7u thay \u0111\u1ed5i c\u1ee7a kh\u00e1ch h\u00e0ng hi\u1ec7u qu\u1ea3 h\u01a1n. \u0110i\u1ec1u n\u00e0y cho ph\u00e9p t\u0103ng t\u00ednh linh ho\u1ea1t c\u1ee7a chu\u1ed7i cung \u1ee9ng, d\u1eabn \u0111\u1ebfn vi\u1ec7c quay v\u00f2ng nhanh h\u01a1n v\u00e0 t\u0103ng kh\u1ea3 n\u0103ng ph\u1ee5c h\u1ed3i c\u1ee7a chu\u1ed7i cung \u1ee9ng khi d\u1ef1 b\u00e1o chu\u1ed7i cung \u1ee9ng do AI th\u00fac \u0111\u1ea9y \u0111\u01b0\u1ee3c b\u00e1o c\u00e1o gi\u1ea3m thi\u1ec3u l\u1ed7i<\/a> kho\u1ea3ng 20% \u0111\u1ebfn 50% v\u00e0 h\u00e0ng t\u1ed3n kho d\u01b0 th\u1eeba<\/a> kho\u1ea3ng 50%.<\/p>\n Ngo\u00e0i ra, AI cung c\u1ea5p kh\u1ea3 n\u0103ng hi\u1ec3n th\u1ecb to\u00e0n di\u1ec7n cho ph\u00e9p c\u00e1c nh\u00e0 s\u1ea3n xu\u1ea5t \u0111\u00e1nh gi\u00e1 v\u00e0 x\u00e1c \u0111\u1ecbnh r\u1ee7i ro trong chu\u1ed7i cung \u1ee9ng. C\u00e1c nh\u00e0 l\u00e3nh \u0111\u1ea1o c\u00f4ng ty c\u00f3 th\u1ec3 s\u1eed d\u1ee5ng d\u1eef li\u1ec7u n\u00e0y \u0111\u1ec3 \u0111\u01b0a ra quy\u1ebft \u0111\u1ecbnh \u0111\u00fang \u0111\u1eafn v\u00e0 t\u0103ng kh\u1ea3 n\u0103ng ph\u1ee5c h\u1ed3i tr\u00ean to\u00e0n b\u1ed9 chu\u1ed7i gi\u00e1 tr\u1ecb.<\/p>\n Vi\u1ec7c si\u00eau c\u00e1 nh\u00e2n h\u00f3a trong chu\u1ed7i cung \u1ee9ng s\u1ea3n xu\u1ea5t cu\u1ed1i c\u00f9ng s\u1ebd mang l\u1ea1i s\u1ef1 h\u00e0i l\u00f2ng v\u00e0 l\u00f2ng trung th\u00e0nh l\u1edbn h\u01a1n cho kh\u00e1ch h\u00e0ng nh\u1edd AI cung c\u1ea5p th\u00f4ng tin chi ti\u1ebft s\u00e2u s\u1eafc h\u01a1n v\u1ec1 kh\u00e1ch h\u00e0ng, gi\u00fap c\u00e1c c\u00f4ng ty gi\u1ea3i quy\u1ebft m\u1ed1i quan t\u00e2m v\u00e0 nhu c\u1ea7u ch\u00ednh x\u00e1c h\u01a1n.<\/p>\n Thay v\u00ec c\u00e1c chi\u1ebfn l\u01b0\u1ee3c th\u00f4ng th\u01b0\u1eddng \u00e1p d\u1ee5ng cho m\u1ecdi nh\u00e0 m\u00e1y truy\u1ec1n th\u1ed1ng, c\u00e1c d\u00e2y chuy\u1ec1n s\u1ea3n xu\u1ea5t v\u00e0 chu\u1ed7i cung \u1ee9ng hi\u1ec7n \u0111\u1ea1i d\u1ef1a tr\u00ean \u0111\u00e1m m\u00e2y v\u00e0 do AI \u0111i\u1ec1u khi\u1ec3n c\u00f3 th\u1ec3 t\u1eadn d\u1ee5ng c\u00e1c h\u1ec7 th\u1ed1ng m\u00e1y h\u1ecdc ti\u00ean ti\u1ebfn \u0111\u1ec3 cho ph\u00e9p \u0111i\u1ec1u ch\u1ec9nh s\u1ea3n xu\u1ea5t t\u1ef1 \u0111\u1ed9ng. \u0110i\u1ec1u n\u00e0y gi\u00fap c\u00e1c nh\u00e0 s\u1ea3n xu\u1ea5t \u0111\u1ea1t \u0111\u01b0\u1ee3c s\u1ef1 c\u00e1 nh\u00e2n h\u00f3a cao<\/a> \u0111i\u1ec1u \u0111\u00f3 s\u1ebd n\u00e2ng cao tr\u1ea3i nghi\u1ec7m c\u1ee7a kh\u00e1ch h\u00e0ng.<\/p>\n Ti\u1ec1m n\u0103ng c\u1ee7a si\u00eau c\u00e1 nh\u00e2n h\u00f3a do AI th\u00fac \u0111\u1ea9y \u0111\u1ec3 c\u1ea3i thi\u1ec7n chu\u1ed7i cung \u1ee9ng s\u1ea3n xu\u1ea5t kh\u00f4ng th\u1ec3 \u0111\u01b0\u1ee3c c\u01b0\u1eddng \u0111i\u1ec7u h\u00f3a. Nh\u1eefng hi\u1ec3u bi\u1ebft m\u1edbi v\u1ec1 d\u1eef li\u1ec7u, m\u00e1y h\u1ecdc v\u00e0 c\u00e1c gi\u1ea3i ph\u00e1p t\u1ef1 \u0111\u1ed9ng v\u00e0 d\u1ef1 \u0111o\u00e1n cho ph\u00e9p c\u00e1c nh\u00e0 s\u1ea3n xu\u1ea5t t\u1ea1o ra c\u00e1c s\u1ea3n ph\u1ea9m v\u00e0 d\u1ecbch v\u1ee5 t\u00f9y ch\u1ec9nh \u0111\u00e1p \u1ee9ng nhu c\u1ea7u ri\u00eang bi\u1ec7t c\u1ee7a t\u1eebng kh\u00e1ch h\u00e0ng, d\u1eabn \u0111\u1ebfn s\u1ef1 h\u00e0i l\u00f2ng v\u00e0 l\u00f2ng trung th\u00e0nh c\u1ee7a kh\u00e1ch h\u00e0ng t\u0103ng l\u00ean, l\u1ee3i nhu\u1eadn c\u0169ng nh\u01b0 c\u1ea3i thi\u1ec7n t\u00ednh linh ho\u1ea1t v\u00e0 kh\u1ea3 n\u0103ng ph\u1ee5c h\u1ed3i c\u1ee7a chu\u1ed7i cung \u1ee9ng.<\/p>\n Trong khi kh\u1ea3 n\u0103ng ph\u1ee5c h\u1ed3i c\u1ee7a chu\u1ed7i cung \u1ee9ng<\/a> l\u00e0 t\u1ed1i quan tr\u1ecdng trong ng\u00e0nh s\u1ea3n xu\u1ea5t \u0111ang ph\u00e1t tri\u1ec3n nhanh ch\u00f3ng, vi\u1ec7c \u0111\u1ea1t \u0111\u01b0\u1ee3c m\u1ee9c \u0111\u1ed9 ph\u1ee5c h\u1ed3i v\u00e0 hi\u1ec7u qu\u1ea3 m\u1edbi s\u1ebd kh\u00f4ng d\u1ec5 d\u00e0ng n\u1ebfu c\u00e1c nh\u00e0 s\u1ea3n xu\u1ea5t kh\u00f4ng c\u00f3 l\u1ed9 tr\u00ecnh v\u00e0 khu\u00f4n kh\u1ed5 ph\u00f9 h\u1ee3p l\u00e0m h\u01b0\u1edbng d\u1eabn. C\u00e1c nh\u00e0 l\u00e3nh \u0111\u1ea1o s\u1ea3n xu\u1ea5t ph\u1ea3i c\u00f3 kh\u1ea3 n\u0103ng x\u00e1c \u0111\u1ecbnh \u0111i\u1ec3m y\u1ebfu c\u1ee7a m\u00ecnh \u0111\u1ec3 \u0111\u1ea9y nhanh qu\u00e1 tr\u00ecnh chuy\u1ec3n \u0111\u1ed5i s\u1ed1 v\u00e0 c\u1ea3i thi\u1ec7n t\u00ednh b\u1ec1n v\u1eefng c\u1ee7a h\u1ecd.<\/p>\n V\u1edbi c\u00e1c \u0111\u00e1nh gi\u00e1 v\u00e0 khu\u00f4n kh\u1ed5 v\u1ec1 m\u1ee9c \u0111\u1ed9 tr\u01b0\u1edfng th\u00e0nh c\u00f3 c\u1ea5u tr\u00fac nh\u01b0 Ch\u1ec9 s\u1ed1 s\u1eb5n s\u00e0ng c\u1ee7a ng\u00e0nh c\u00f4ng nghi\u1ec7p th\u00f4ng minh (SIRI)<\/a> V\u00e0 Ch\u1ec9 s\u1ed1 s\u1eb5n s\u00e0ng c\u1ee7a ng\u00e0nh c\u00f4ng nghi\u1ec7p b\u1ec1n v\u1eefng c\u1ee7a ng\u01b0\u1eddi ti\u00eau d\u00f9ng (COSIRI)<\/a>, c\u00e1c nh\u00e0 l\u00e3nh \u0111\u1ea1o s\u1ea3n xu\u1ea5t c\u00f3 th\u1ec3 d\u1ec5 d\u00e0ng ph\u00e2n t\u00edch ti\u1ebfn tr\u00ecnh ph\u00e1t tri\u1ec3n c\u1ee7a h\u1ecd v\u00e0 t\u00ecm ra con \u0111\u01b0\u1eddng \u0111\u00fang \u0111\u1eafn h\u01b0\u1edbng t\u1edbi chuy\u1ec3n \u0111\u1ed5i k\u1ef9 thu\u1eadt s\u1ed1 ti\u00ean ti\u1ebfn v\u00e0 c\u1ea3i thi\u1ec7n t\u00ednh b\u1ec1n v\u1eefng. T\u00ecm hi\u1ec3u th\u00eam v\u1ec1 Ch\u1ec9 s\u1ed1 s\u1eb5n s\u00e0ng c\u1ee7a ng\u00e0nh c\u00f4ng nghi\u1ec7p th\u00f4ng minh<\/a> V\u00e0 COSIRI<\/a>v\u00e0 c\u00e1ch ch\u00fang c\u00f3 th\u1ec3 gi\u00fap b\u1ea1n ti\u1ebfn xa h\u01a1n trong t\u01b0\u01a1ng lai c\u1ee7a s\u1ea3n xu\u1ea5t th\u00f4ng minh.<\/p>","protected":false},"excerpt":{"rendered":" Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (AI) \u0111\u00e3 v\u00e0 \u0111ang d\u1eabn \u0111\u1ea7u qu\u00e1 tr\u00ecnh chuy\u1ec3n \u0111\u1ed5i s\u1ed1 nhanh ch\u00f3ng c\u1ee7a ng\u00e0nh s\u1ea3n xu\u1ea5t trong nh\u1eefng n\u0103m g\u1ea7n \u0111\u00e2y. K\u1ec3 t\u1eeb C\u00f4ng nghi\u1ec7p 4.0 v\u00e0 s\u1ef1 ph\u00e1t tri\u1ec3n m\u1ea1nh m\u1ebd c\u1ee7a c\u00e1c c\u00f4ng ngh\u1ec7 s\u1ea3n xu\u1ea5t th\u00f4ng minh, AI \u0111\u00e3 \u0111\u00f3ng vai tr\u00f2 ng\u00e0y c\u00e0ng quan tr\u1ecdng trong vi\u1ec7c c\u1ea3i thi\u1ec7n c\u00e1c ch\u1ee9c n\u0103ng s\u1ea3n xu\u1ea5t nh\u01b0 qu\u1ea3n l\u00fd chu\u1ed7i cung \u1ee9ng v\u00e0 t\u1ed1i \u01b0u h\u00f3a s\u1ea3n xu\u1ea5t. C\u00f9ng v\u1edbi c\u00e1c c\u00f4ng c\u1ee5 qu\u1ea3n l\u00fd chu\u1ed7i cung \u1ee9ng d\u1ef1a tr\u00ean \u0111\u00e1m m\u00e2y v\u00e0 c\u00e1c gi\u1ea3i ph\u00e1p th\u00f4ng minh [\u2026]<\/p>","protected":false},"author":3,"featured_media":35265,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[17],"tags":[27],"class_list":["post-16963","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-thought-leadership","tag-mainspotlight"],"acf":{"topic":"digitalisation"},"_links":{"self":[{"href":"https:\/\/incit.org\/vi\/wp-json\/wp\/v2\/posts\/16963","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/incit.org\/vi\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/incit.org\/vi\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/incit.org\/vi\/wp-json\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/incit.org\/vi\/wp-json\/wp\/v2\/comments?post=16963"}],"version-history":[{"count":1,"href":"https:\/\/incit.org\/vi\/wp-json\/wp\/v2\/posts\/16963\/revisions"}],"predecessor-version":[{"id":35266,"href":"https:\/\/incit.org\/vi\/wp-json\/wp\/v2\/posts\/16963\/revisions\/35266"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/incit.org\/vi\/wp-json\/wp\/v2\/media\/35265"}],"wp:attachment":[{"href":"https:\/\/incit.org\/vi\/wp-json\/wp\/v2\/media?parent=16963"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/incit.org\/vi\/wp-json\/wp\/v2\/categories?post=16963"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/incit.org\/vi\/wp-json\/wp\/v2\/tags?post=16963"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}T\u00e1c \u0111\u1ed9ng c\u1ee7a si\u00eau c\u00e1 nh\u00e2n h\u00f3a do AI th\u00fac \u0111\u1ea9y l\u00ean chu\u1ed7i cung \u1ee9ng s\u1ea3n xu\u1ea5t<\/h2>\n
Gi\u1ea3m chi ph\u00ed v\u00e0 ch\u1ea5t th\u1ea3i trong chu\u1ed7i cung \u1ee9ng<\/h3>\n
T\u0103ng c\u01b0\u1eddng t\u00ednh linh ho\u1ea1t v\u00e0 kh\u1ea3 n\u0103ng ph\u1ee5c h\u1ed3i c\u1ee7a chu\u1ed7i cung \u1ee9ng<\/h3>\n
C\u1ea3i thi\u1ec7n s\u1ef1 h\u00e0i l\u00f2ng v\u00e0 l\u00f2ng trung th\u00e0nh c\u1ee7a kh\u00e1ch h\u00e0ng<\/h3>\n
T\u01b0\u01a1ng lai c\u1ee7a chu\u1ed7i cung \u1ee9ng s\u1ea3n xu\u1ea5t<\/h3>\n