{"id":18208,"date":"2023-11-08T10:58:48","date_gmt":"2023-11-08T03:58:48","guid":{"rendered":"https:\/\/www.thegioimaychu.vn\/blog\/?p=18208"},"modified":"2023-11-08T10:58:48","modified_gmt":"2023-11-08T03:58:48","slug":"cac-ung-dung-cua-ai-trong-quan-ly-chuoi-cung-ung","status":"publish","type":"post","link":"https:\/\/thegioimaychu.vn\/blog\/ai-hpc\/cac-ung-dung-cua-ai-trong-quan-ly-chuoi-cung-ung-p18208\/","title":{"rendered":"C\u00e1c \u1ee9ng d\u1ee5ng c\u1ee7a AI trong qu\u1ea3n l\u00fd chu\u1ed7i cung \u1ee9ng"},"content":{"rendered":"<style>.iblink{color:#975!important;}.iblink:hover{color:orange!important;}<\/style><h2>T\u1ed1i \u01b0u h\u00f3a chu\u1ed7i cung \u1ee9ng b\u1eb1ng tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o<\/h2>\n<p>Trong nh\u1eefng n\u0103m g\u1ea7n \u0111\u00e2y, vi\u1ec7c qu\u1ea3n l\u00fd chu\u1ed7i cung \u1ee9ng \u0111\u00e3 ph\u00e1t tri\u1ec3n th\u00e0nh m\u1ed9t qu\u00e1 tr\u00ecnh ph\u1ee9c t\u1ea1p v\u00e0 \u0111\u1ea7y th\u00e1ch th\u1ee9c.\u00a0S\u1ef1 k\u1ebft n\u1ed1i gi\u1eefa c\u00e1c lu\u1ed3ng v\u1eadt ch\u1ea5t v\u00e0 s\u1ef1 bi\u1ebfn \u0111\u1ed9ng gia t\u0103ng c\u1ee7a th\u1ecb tr\u01b0\u1eddng \u0111\u00e3 l\u00e0m t\u0103ng nhu c\u1ea7u v\u1ec1 s\u1ef1 linh ho\u1ea1t v\u00e0 kh\u1ea3 n\u0103ng th\u00edch \u1ee9ng.\u00a0\u0110i\u1ec1u n\u00e0y c\u00e0ng tr\u1edf n\u00ean tr\u1ea7m tr\u1ecdng h\u01a1n do \u0111\u1ea1i d\u1ecbch COVID-19 khi\u1ebfn nhu c\u1ea7u v\u1ec1 t\u00e0i nguy\u00ean tr\u00ean to\u00e0n c\u1ea7u ng\u00e0y c\u00e0ng t\u0103ng trong khi ph\u1ea3i th\u1ef1c hi\u1ec7n nhi\u1ec1u bi\u1ec7n ph\u00e1p ph\u00f2ng ng\u1eeba \u0111\u1ea1i d\u1ecbch t\u00e1i di\u1ec5n.<\/p>\n<p>\u0110\u1ec3 \u0111\u1ed1i ph\u00f3 v\u1edbi nh\u1eefng th\u00e1ch th\u1ee9c n\u00e0y, vi\u1ec7c t\u00edch h\u1ee3p <a class=\"iblink\" href=\"\/blog\/tag\/ai\/\">Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o<\/a> (AI) v\u00e0o qu\u1ea3n l\u00fd chu\u1ed7i cung \u1ee9ng \u0111\u00e3 tr\u1edf n\u00ean ph\u1ed5 bi\u1ebfn.\u00a0C\u00e1c ng\u00e0nh c\u00f4ng nghi\u1ec7p \u0111ang ng\u00e0y c\u00e0ng nh\u1eadn ra kh\u1ea3 n\u0103ng ph\u1ee5c h\u1ed3i v\u00e0 s\u1ef1 s\u1eb5n s\u00e0ng m\u00e0 nh\u1eefng c\u00f4ng ty \u00e1p d\u1ee5ng s\u1edbm AI th\u1ec3 hi\u1ec7n, \u0111\u1ecbnh v\u1ecb h\u1ecd m\u1ed9t c\u00e1ch thu\u1eadn l\u1ee3i cho s\u1ef1 t\u00edch h\u1ee3p t\u1ea5t y\u1ebfu c\u1ee7a AI v\u00e0o t\u01b0\u01a1ng lai c\u1ee7a l\u0129nh v\u1ef1c qu\u1ea3n l\u00fd chu\u1ed7i cung \u1ee9ng.<\/p>\n<p>Qu\u1ea3n l\u00fd chu\u1ed7i cung \u1ee9ng \u0111an xen v\u1eadn chuy\u1ec3n, s\u1ea3n xu\u1ea5t, thu mua, ti\u1ebfp th\u1ecb, b\u00e1n h\u00e0ng v\u00e0 nhi\u1ec1u kh\u00eda c\u1ea1nh kh\u00e1c.\u00a0C\u00e1c c\u00f4ng ty t\u1eadn d\u1ee5ng h\u1ec7 th\u1ed1ng qu\u1ea3n l\u00fd chu\u1ed7i cung \u1ee9ng \u0111\u1ec3 x\u00e2y d\u1ef1ng c\u00e1c k\u1ebf ho\u1ea1ch t\u00edch h\u1ee3p, c\u00e2n b\u1eb1ng hi\u1ec7u qu\u1ea3 s\u1ef1 \u0111\u00e1nh \u0111\u1ed5i gi\u1eefa c\u00e1c ho\u1ea1t \u0111\u1ed9ng \u0111a d\u1ea1ng nh\u1eb1m t\u1ed1i \u01b0u h\u00f3a l\u1ee3i nhu\u1eadn.\u00a0Tuy nhi\u00ean, vi\u1ec7c qu\u1ea3n l\u00fd chu\u1ed7i cung \u1ee9ng c\u00f3 th\u1ec3 nhanh ch\u00f3ng tr\u1edf th\u00e0nh m\u1ed9t c\u00f4ng vi\u1ec7c n\u1eb7ng n\u1ec1 n\u1ebfu kh\u00f4ng c\u00f3 s\u1ef1 h\u1ed7 tr\u1ee3 t\u1eeb b\u00ean ngo\u00e0i.<\/p>\r\n\t\t\t\t<div class=\"tgmcad hor\" style=\"text-align:center;margin:30px 0; padding: 10px 0; border-radius:5px; border-top:solid 1px #ccc; border-bottom:solid 1px #ccc; \">\r\n\t\t\t\t<a href=\"https:\/\/thegioimaychu.vn\/giai-phap\/deep-learning\/\"><img decoding=\"async\" alt=\"Gi\u1ea3i ph\u00e1p h\u1ea1 t\u1ea7ng Deep Learning, Tr\u00ed tu\u1ec7 Nh\u00e2n t\u1ea1o - AI\" src=\"https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2019\/11\/tgmc-deep-learning.jpg\" \/><\/a>\r\n\t\t\t\t<\/div>\n<p><img decoding=\"async\" src=\"https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2023\/11\/tgmc-blog-65431bcf6ba7d.jpg\" alt=\"\" \/><em>S\u1eed d\u1ee5ng AI \u0111\u1ec3 qu\u1ea3n l\u00fd v\u1eadn chuy\u1ec3n<\/em><\/p>\n<p>AI, v\u1edbi t\u01b0 c\u00e1ch l\u00e0 m\u1ed9t c\u00f4ng c\u1ee5 qu\u1ea3n l\u00fd chu\u1ed7i cung \u1ee9ng, \u0111ang cho ph\u00e9p c\u00e1c c\u00f4ng ty xoay v\u00f2ng v\u00e0 \u0111i\u1ec1u h\u01b0\u1edbng s\u1ef1 ph\u1ee9c t\u1ea1p ng\u00e0y c\u00e0ng t\u0103ng c\u1ee7a c\u1ea3 chu\u1ed7i cung \u1ee9ng to\u00e0n c\u1ea7u v\u00e0 \u0111\u1ecba ph\u01b0\u01a1ng.\u00a0Trong b\u00e0i blog n\u00e0y, ch\u00fang t\u00f4i \u0111i s\u00e2u v\u00e0o nh\u1eefng c\u00e1ch th\u1ee9c \u0111a d\u1ea1ng \u0111\u1ec3 khai th\u00e1c AI, l\u00e0m n\u1ed5i b\u1eadt c\u00e1c c\u00f4ng ty \u0111ang d\u1eabn \u0111\u1ea7u trong vi\u1ec7c s\u1eed d\u1ee5ng hi\u1ec7u qu\u1ea3 AI v\u00e0 kh\u00e1m ph\u00e1 n\u0103m chi\u1ebfn l\u01b0\u1ee3c ch\u00ednh m\u00e0 c\u00e1c c\u00e1 nh\u00e2n v\u00e0 t\u1ed5 ch\u1ee9c \u0111ang s\u1eed d\u1ee5ng \u0111\u1ec3 t\u1eadn d\u1ee5ng <a class=\"iblink\" href=\"\/blog\/tag\/ai\/\">tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o<\/a> nh\u1eb1m qu\u1ea3n l\u00fd chu\u1ed7i cung \u1ee9ng ch\u1eb7t ch\u1ebd h\u01a1n.<\/p>\n<h2>AI c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng nh\u01b0 th\u1ebf n\u00e0o trong quy tr\u00ecnh chu\u1ed7i cung \u1ee9ng?<\/h2>\n<p>B\u1eb1ng c\u00e1ch s\u1eed d\u1ee5ng l\u01b0\u1ee3ng d\u1eef li\u1ec7u kh\u1ed5ng l\u1ed3 do ho\u1ea1t \u0111\u1ed9ng c\u1ee7a doanh nghi\u1ec7p t\u1ea1o ra, m\u1ed9t c\u00f4ng ty hay t\u1ed5 ch\u1ee9c c\u00f3 th\u1ec3 s\u1eed d\u1ee5ng c\u00e1c gi\u1ea3i ph\u00e1p \u0111\u01b0\u1ee3c h\u1ed7 tr\u1ee3 b\u1edfi AI v\u00e0 \u0111\u1ed9i ng\u0169 c\u00e1c nh\u00e0 khoa h\u1ecdc d\u1eef li\u1ec7u \u0111\u1ec3 chuy\u1ec3n \u0111\u1ed5i ho\u1ea1t \u0111\u1ed9ng c\u1ee7a chu\u1ed7i cung \u1ee9ng, bao g\u1ed3m vi\u1ec7c tri\u1ec3n khai nh\u00e0 m\u00e1y t\u1ef1 \u0111\u1ed9ng h\u00f3a, n\u00e2ng cao ki\u1ec3m so\u00e1t ch\u1ea5t l\u01b0\u1ee3ng, d\u1ef1 b\u00e1o nhu c\u1ea7u ch\u00ednh x\u00e1c h\u01a1n, b\u1ea3o tr\u00ec d\u1ef1 \u0111o\u00e1n, v\u00e0 v\u00f4 s\u1ed1 c\u00e1c c\u1ea3i ti\u1ebfn kh\u00e1c.<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2023\/11\/tgmc-blog-65431bd134ad8.jpg\" alt=\"\" \/><em>D\u00e2y chuy\u1ec1n l\u1eafp r\u00e1p \u00f4 t\u00f4<\/em><\/p>\n<p>C\u00e1c b\u1ed9 ph\u1eadn c\u1ee7a chu\u1ed7i cung \u1ee9ng \u0111ang ph\u00e1t tri\u1ec3n th\u00e0nh &#8220;h\u1ec7 th\u1ed1ng th\u1ea7n kinh trung \u01b0\u01a1ng&#8221; c\u1ee7a ho\u1ea1t \u0111\u1ed9ng v\u1eadn h\u00e0nh.\u00a0Vai tr\u00f2 c\u1ee7a qu\u1ea3n l\u00fd chu\u1ed7i cung \u1ee9ng \u0111\u00e3 tr\u1edf n\u00ean quan tr\u1ecdng \u0111\u1ed1i v\u1edbi c\u00e1c c\u00f4ng ty khi ch\u00fang ng\u00e0y c\u00e0ng l\u1edbn m\u1ea1nh \u0111\u1ebfn m\u1ee9c gi\u1edd \u0111\u00e2y ch\u00fang \u0111ang tr\u1edf th\u00e0nh m\u1ed9t ng\u00e0nh l\u1edbn v\u00e0 \u0111\u1ed9c l\u1eadp c\u1ee7a ri\u00eang n\u00f3.\u00a0Tr\u1ecdng t\u00e2m \u0111\u00e3 chuy\u1ec3n t\u1eeb vi\u1ec7c ch\u1ec9 t\u1ea1o \u0111i\u1ec1u ki\u1ec7n thu\u1eadn l\u1ee3i cho d\u00f2ng chu chuy\u1ec3n c\u1ee7a s\u1ea3n ph\u1ea9m sang nh\u1ea5n m\u1ea1nh m\u1ed9t c\u00e1ch chi\u1ebfn l\u01b0\u1ee3c \u1edf kh\u1ea3\u00a0n\u0103ng t\u1ed1i \u01b0u h\u00f3a cao nh\u1ea5t v\u1ec1 cung &#8211; c\u1ea7u.<\/p>\n<p>C\u00e1c gi\u1ea3i ph\u00e1p d\u1ef1a tr\u00ean AI \u0111\u00e3 tr\u1edf n\u00ean d\u1ec5 ti\u1ebfp c\u1eadn h\u01a1n, cung c\u1ea5p cho doanh nghi\u1ec7p c\u00e1c c\u00f4ng c\u1ee5 \u0111\u1ec3 \u0111\u1ea1t \u0111\u01b0\u1ee3c m\u1ee9c hi\u1ec7u su\u1ea5t qu\u1ea3n l\u00fd chu\u1ed7i cung \u1ee9ng ch\u01b0a t\u1eebng c\u00f3 tr\u01b0\u1edbc \u0111\u00e2y.\u00a0Vi\u1ec7c tri\u1ec3n khai th\u00e0nh c\u00f4ng AI \u0111\u00e3 gi\u00fap gi\u1ea3m 15% chi ph\u00ed kho v\u1eadn, gi\u1ea3m 35% m\u1ee9c t\u1ed3n kho v\u00e0 c\u1ea3i thi\u1ec7n m\u1ee9c \u0111\u1ed9 d\u1ecbch v\u1ee5 \u1ea5n t\u01b0\u1ee3ng \u0111\u1ebfn 65% so v\u1edbi nh\u1eefng c\u00f4ng ty kh\u00f4ng \u00e1p d\u1ee5ng.<\/p>\n<p>Vi\u1ec7c t\u00edch h\u1ee3p AI v\u00e0o quy tr\u00ecnh chu\u1ed7i cung \u1ee9ng kh\u00f4ng ch\u1ec9 l\u00e0 m\u1ed9t ti\u1ebfn b\u1ed9 c\u00f4ng ngh\u1ec7;\u00a0\u0111\u00f3 l\u00e0 m\u1ec7nh l\u1ec7nh chi\u1ebfn l\u01b0\u1ee3c gi\u00fap cho ph\u00e9p c\u00e1c t\u1ed5 ch\u1ee9c gi\u1ea3i quy\u1ebft s\u1ef1 ph\u1ee9c t\u1ea1p c\u1ee7a chu\u1ed7i cung \u1ee9ng hi\u1ec7n \u0111\u1ea1i v\u1edbi \u0111\u1ed9 ch\u00ednh x\u00e1c, t\u00ednh hi\u1ec7u qu\u1ea3 v\u00e0 l\u1ee3i th\u1ebf c\u1ea1nh tranh.<\/p>\n<h2>Nh\u1eefng c\u00f4ng ty n\u00e0o s\u1eed d\u1ee5ng AI trong qu\u1ea3n l\u00fd chu\u1ed7i cung \u1ee9ng?<\/h2>\n<p><img decoding=\"async\" src=\"https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2023\/11\/tgmc-blog-65431bd2cb410.jpg\" alt=\"\" \/><em>AI tr\u00ean d\u00e2y chuy\u1ec1n l\u1eafp r\u00e1p<\/em><\/p>\n<p>C\u00e1c c\u00f4ng ty l\u1edbn nh\u01b0 IBM v\u00e0 Google \u0111\u00e3 t\u1eadn d\u1ee5ng t\u1ed1i \u0111a l\u1ee3i th\u1ebf c\u1ee7a AI \u0111\u1ec3 qu\u1ea3n l\u00fd chu\u1ed7i cung \u1ee9ng, nh\u01b0ng b\u00ean c\u1ea1nh \u0111\u00f3, c\u00e1c c\u00f4ng ty tr\u01b0\u1edbc nay \u00edt s\u1eed d\u1ee5ng tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o c\u0169ng \u0111ang b\u1eaft \u0111\u1ea7u ch\u00fa \u00fd \u0111\u1ebfn.\u00a0Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o \u0111ang chuy\u1ec3n \u0111\u1ed5i ng\u00e0nh n\u00e0y b\u1eb1ng c\u00e1ch theo d\u00f5i c\u00e1c ho\u1ea1t \u0111\u1ed9ng hi\u1ec7u qu\u1ea3 h\u01a1n, c\u1ea3i thi\u1ec7n n\u0103ng su\u1ea5t v\u00e0 qu\u1ea3n l\u00fd chu\u1ed7i cung \u1ee9ng, b\u1ed5 sung c\u00e1c k\u1ebf ho\u1ea1ch kinh doanh v\u00e0 th\u1eadm ch\u00ed t\u01b0\u01a1ng t\u00e1c v\u1edbi kh\u00e1ch h\u00e0ng tr\u00ean kh\u00f4ng gian tr\u1ef1c tuy\u1ebfn.<\/p>\n<p>Ch\u1eb3ng h\u1ea1n nh\u01b0 Oracle \u0111ang s\u1eed d\u1ee5ng tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o \u0111\u1ec3 t\u1ea1o c\u01a1 s\u1edf d\u1eef li\u1ec7u t\u1ef1 c\u1eadp nh\u1eadt v\u00e0 t\u1ef1 qu\u1ea3n l\u00fd m\u00e0 kh\u00e1ch h\u00e0ng c\u1ee7a h\u1ecd c\u00f3 th\u1ec3 s\u1eed d\u1ee5ng v\u00e0 khai th\u00e1c.\u00a0Coupa\u00a0l\u00e0 m\u1ed9t c\u00f4ng ty kh\u00e1c s\u1eed d\u1ee5ng AI \u0111\u1ec3 c\u1ea3i thi\u1ec7n v\u00e0 qu\u1ea3n l\u00fd chu\u1ed7i cung \u1ee9ng.\u00a0Coupa \u0111\u00e3 t\u1ea1o ra to\u00e0n b\u1ed9 c\u01a1 c\u1ea5u kinh doanh xoay quanh vi\u1ec7c gi\u00fap c\u00e1c doanh nghi\u1ec7p qu\u1ea3n l\u00fd chu\u1ed7i cung \u1ee9ng c\u1ee7a ri\u00eang h\u1ecd v\u1edbi s\u1ef1 tr\u1ee3 gi\u00fap c\u1ee7a AI v\u00e0 c\u00e1c ch\u01b0\u01a1ng tr\u00ecnh h\u1ecdc s\u00e2u kh\u00e1c.<\/p>\n<p>L\u0129nh v\u1ef1c kho v\u1eadn, t\u1eeb c\u00e1ch t\u1ed5 ch\u1ee9c t\u00e0i x\u1ebf xe t\u1ea3i \u0111\u1ebfn c\u00e1ch \u0111\u1eb7t h\u00e0ng v\u00e0 l\u00ean l\u1ecbch s\u1ea3n ph\u1ea9m, g\u1ea7n nh\u01b0 \u0111\u00e3 \u00e1p d\u1ee5ng ho\u00e0n to\u00e0n AI \u1edf c\u00e1c giai \u0111o\u1ea1n kh\u00e1c nhau trong chu\u1ed7i cung \u1ee9ng c\u1ee7a h\u1ecd.\u00a0V\u1edbi m\u1ed7i th\u00e0nh c\u00f4ng m\u1edbi, ng\u00e0y c\u00e0ng c\u00f3 nhi\u1ec1u doanh nghi\u1ec7p b\u1eaft tay v\u00e0o vi\u1ec7c t\u1ed1i \u01b0u h\u00f3a m\u00f4 h\u00ecnh kinh doanh c\u1ee7a h\u1ecd b\u1eb1ng vi\u1ec7c \u00e1p d\u1ee5ng AI trong quy tr\u00ecnh chu\u1ed7i cung \u1ee9ng.<\/p>\n<h2>5 c\u00e1ch tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng trong qu\u1ea3n l\u00fd chu\u1ed7i cung \u1ee9ng<\/h2>\n<p><img decoding=\"async\" src=\"https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2023\/11\/tgmc-blog-65431bd470e65.jpg\" alt=\"\" \/><em>S\u1eed d\u1ee5ng AI \u0111\u1ec3 t\u1ed5 ch\u1ee9c giao h\u00e0ng b\u1eb1ng xe t\u1ea3i<\/em><\/p>\n<p>Theo m\u1ed9t s\u1ed1 nghi\u00ean c\u1ee9u, tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o c\u00f3 th\u1ec3 mang l\u1ea1i gi\u00e1 tr\u1ecb v\u01b0\u1ee3t b\u1eadc cho ho\u1ea1t \u0111\u1ed9ng chu\u1ed7i cung \u1ee9ng v\u00e0 kho v\u1eadn, nh\u01b0 \u0111\u00e3 \u0111\u1ec1 c\u1eadp \u1edf tr\u00ean.\u00a0C\u00e1c c\u00f4ng ty tr\u00ean to\u00e0n th\u1ebf gi\u1edbi \u0111ang b\u1eaft \u0111\u1ea7u \u01b0a chu\u1ed9ng AI \u0111\u1ec3 c\u1ea3i thi\u1ec7n v\u00e0 qu\u1ea3n l\u00fd chu\u1ed7i cung \u1ee9ng.<\/p>\n<p>Cho d\u00f9 h\u1ecd \u0111ang xem x\u00e9t s\u1eed d\u1ee5ng AI \u0111\u1ec3 c\u1eaft gi\u1ea3m chi ph\u00ed b\u1eb1ng c\u00e1ch lo\u1ea1i b\u1ecf c\u00e1c r\u1ee7i ro v\u00e0 c\u00e1c ho\u1ea1t \u0111\u1ed9ng d\u01b0 th\u1eeba trong v\u1eadn h\u00e0nh, gi\u1ea3m thi\u1ec3u r\u1ee7i ro kh\u00f4ng c\u1ea7n thi\u1ebft, c\u1ea3i thi\u1ec7n d\u1ef1 b\u00e1o chu\u1ed7i cung \u1ee9ng, cung c\u1ea5p s\u1ea3n ph\u1ea9m nhanh h\u01a1n v\u00e0 hi\u1ec7u qu\u1ea3 h\u01a1n hay kh\u00f4i ph\u1ee5c chi\u1ebfn l\u01b0\u1ee3c d\u1ecbch v\u1ee5 kh\u00e1ch h\u00e0ng c\u1ee7a h\u1ecd, AI \u0111ang tr\u1edf n\u00ean quan tr\u1ecdng \u0111\u1ed1i v\u1edbi qu\u1ea3n l\u00fd chu\u1ed7i cung \u1ee9ng.<\/p>\n<p>C\u1ee5 th\u1ec3, AI \u0111ang t\u1ea1o ra l\u00e0n s\u00f3ng l\u1edbn trong kh\u1ea3 n\u0103ng t\u1ea1o ra\u00a0c\u00e1c m\u00f4 h\u00ecnh d\u1ef1 b\u00e1o nhu c\u1ea7u,\u00a0t\u0103ng t\u00ednh minh b\u1ea1ch t\u1eeb \u0111\u1ea7u \u0111\u1ebfn cu\u1ed1i,\u00a0t\u00edch h\u1ee3p c\u00e1c k\u1ebf ho\u1ea1ch kinh doanh,\u00a0t\u1ea1o ra c\u00e1c m\u00f4 h\u00ecnh t\u1ed1i \u01b0u h\u00f3a kinh doanh n\u0103ng \u0111\u1ed9ng\u00a0v\u00e0 t\u1ea5t nhi\u00ean l\u00e0\u00a0c\u1ea3i thi\u1ec7n \u0111\u00e1ng k\u1ec3 qu\u00e1 tr\u00ecnh t\u1ef1 \u0111\u1ed9ng h\u00f3a d\u00f2ng ch\u1ea3y h\u00e0ng h\u00f3a.<\/p>\n<h3>1. M\u00f4 h\u00ecnh d\u1ef1 b\u00e1o nhu c\u1ea7u<\/h3>\n<p>Trong th\u1ebf gi\u1edbi qu\u1ea3n l\u00fd chu\u1ed7i cung \u1ee9ng ph\u1ee9c t\u1ea1p, vi\u1ec7c duy tr\u00ec m\u1ee9c t\u1ed3n kho t\u1ed1i \u01b0u l\u00e0 r\u1ea5t quan tr\u1ecdng \u0111\u1ec3 ng\u0103n ch\u1eb7n kh\u1ee7ng ho\u1ea3ng h\u1ebft h\u00e0ng ho\u1eb7c t\u1ed3n kho d\u01b0 th\u1eeba.\u00a0C\u00e1c thu\u1eadt to\u00e1n AI, t\u1eadn d\u1ee5ng d\u1eef li\u1ec7u l\u1ecbch s\u1eed, xu h\u01b0\u1edbng th\u1ecb tr\u01b0\u1eddng v\u00e0 c\u00e1c y\u1ebfu t\u1ed1 b\u00ean ngo\u00e0i, \u0111\u00f3ng vai tr\u00f2 then ch\u1ed1t trong vi\u1ec7c d\u1ef1 \u0111o\u00e1n ch\u00ednh x\u00e1c nhu c\u1ea7u trong t\u01b0\u01a1ng lai.\u00a0C\u00e1ch ti\u1ebfp c\u1eadn ch\u1ee7 \u0111\u1ed9ng n\u00e0y cho ph\u00e9p c\u00e1c c\u00f4ng ty gi\u1ea3i quy\u1ebft c\u00e1c th\u00e1ch th\u1ee9c v\u1ec1 h\u00e0ng t\u1ed3n kho m\u1ed9t c\u00e1ch nhanh ch\u00f3ng, \u0111\u1ea3m b\u1ea3o chu\u1ed7i cung \u1ee9ng \u0111\u00e1p \u1ee9ng ph\u00f9 h\u1ee3p v\u1edbi nhu c\u1ea7u lu\u00f4n bi\u1ebfn \u0111\u1ed9ng c\u1ee7a ng\u01b0\u1eddi ti\u00eau d\u00f9ng.<\/p>\n<p>V\u00ed d\u1ee5: c\u00e1c ch\u01b0\u01a1ng tr\u00ecnh AI v\u01b0\u1ee3t tr\u1ed9i trong vi\u1ec7c d\u1ef1 \u0111o\u00e1n v\u00f2ng \u0111\u1eddi s\u1ea3n ph\u1ea9m, \u0111\u00e1nh d\u1ea5u s\u1ef1 s\u1ee5t gi\u1ea3m ti\u1ec1m \u1ea9n v\u00e0 l\u1eadp chi\u1ebfn l\u01b0\u1ee3c cho c\u00e1c chu k\u1ef3 cu\u1ed1i v\u00f2ng \u0111\u1eddi tr\u00ean c\u00e1c k\u00eanh b\u00e1n h\u00e0ng.\u00a0B\u1eb1ng c\u00e1ch chuy\u1ec3n \u0111\u1ed5i li\u1ec1n m\u1ea1ch sang c\u00e1c m\u00f4 h\u00ecnh d\u00e0nh cho c\u00e1c s\u1ea3n ph\u1ea9m m\u1edbi, c\u00e1c c\u00f4ng ty c\u00f3 th\u1ec3 k\u00e9o d\u00e0i v\u00f2ng \u0111\u1eddi s\u1ea3n ph\u1ea9m c\u1ee7a m\u00ecnh, cho th\u1ea5y c\u00e1c t\u00e1c \u0111\u1ed9ng mang t\u00ednh bi\u1ebfn \u0111\u1ed5i c\u1ee7a AI \u0111\u1ed1i v\u1edbi ho\u1ea1t \u0111\u1ed9ng d\u1ef1 b\u00e1o nhu c\u1ea7u.<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2023\/11\/tgmc-blog-65431bd56f98a.jpg\" alt=\"\" \/><em>C\u00e1c m\u00f4 h\u00ecnh d\u1ef1 b\u00e1o nhu c\u1ea7u<\/em><\/p>\n<h3>2. Minh b\u1ea1ch \u1edf m\u1ecdi c\u00f4ng \u0111o\u1ea1n<\/h3>\n<p>Vi\u1ec7c d\u1ef1 b\u00e1o v\u1ec1 chu\u1ed7i cung \u1ee9ng tr\u00ean to\u00e0n c\u1ea7u l\u00e0 ph\u1ee9c t\u1ea1p nh\u1ea5t.\u00a0\u0110i\u1ec1u quan tr\u1ecdng h\u01a1n bao gi\u1edd h\u1ebft \u0111\u1ed1i v\u1edbi c\u00e1c nh\u00e0 s\u1ea3n xu\u1ea5t l\u00e0 c\u00f3 \u0111\u01b0\u1ee3c t\u1ea7m nh\u00ecn t\u1ed5ng th\u1ec3 v\u1ec1 to\u00e0n b\u1ed9 chu\u1ed7i cung \u1ee9ng c\u1ee7a h\u1ecd.\u00a0C\u00e1c nh\u00e0 s\u1ea3n xu\u1ea5t c\u1ea7n xem x\u00e9t nhanh c\u00e1c s\u1ea3n ph\u1ea9m c\u1ee7a h\u1ecd \u0111\u01b0\u1ee3c k\u1ebft h\u1ee3p v\u1edbi nhau nh\u01b0 th\u1ebf n\u00e0o, s\u1ea3n xu\u1ea5t bao nhi\u00eau v\u00e0 v\u1eadn chuy\u1ec3n ra ngo\u00e0i bao nhi\u00eau.<\/p>\n<p>C\u00e1c h\u1ec7 th\u1ed1ng \u0111\u01b0\u1ee3c h\u1ed7 tr\u1ee3 b\u1edfi AI cung c\u1ea5p th\u00f4ng tin s\u00e2u s\u00e1t theo th\u1eddi gian th\u1ef1c v\u1ec1 to\u00e0n b\u1ed9 chu\u1ed7i cung \u1ee9ng, n\u00e2ng cao t\u00ednh minh b\u1ea1ch v\u00e0 cho ph\u00e9p ph\u1ea3n h\u1ed3i nhanh ch\u00f3ng tr\u01b0\u1edbc c\u00e1c gi\u00e1n \u0111o\u1ea1n.\u00a0Kh\u1ea3 n\u0103ng gi\u00e1m s\u00e1t \u0111\u01b0\u1ee3c n\u00e2ng cao n\u00e0y h\u1ed7 tr\u1ee3 vi\u1ec7c x\u00e1c \u0111\u1ecbnh c\u00e1c n\u00fat th\u1eaft v\u00e0 s\u1ef1 k\u00e9m hi\u1ec7u qu\u1ea3, th\u00fac \u0111\u1ea9y chu\u1ed7i cung \u1ee9ng linh ho\u1ea1t v\u00e0 ph\u1ea3n \u1ee9ng nhanh h\u01a1n.\u00a0Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o cho vi\u1ec7c qu\u1ea3n l\u00fd chu\u1ed7i cung \u1ee9ng c\u00f3 th\u1ec3 th\u1ef1c hi\u1ec7n t\u1ea5t c\u1ea3 nh\u1eefng \u0111i\u1ec1u n\u00e0y, kh\u00f4ng ch\u1ec9 b\u1eb1ng c\u00e1ch s\u1eed d\u1ee5ng d\u1eef li\u1ec7u l\u1ecbch s\u1eed m\u00e0 c\u00f2n b\u1eb1ng c\u00e1ch ti\u1ebfp nh\u1eadn v\u00e0 hi\u1ec3u d\u1eef li\u1ec7u theo th\u1eddi gian th\u1ef1c tr\u00ean nhi\u1ec1u l\u1edbp c\u1ee7a chu\u1ed7i cung \u1ee9ng.<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2023\/11\/tgmc-blog-65431bd66eb6e.jpg\" alt=\"\" \/><em>D\u1eef li\u1ec7u \u0111\u01b0\u1ee3c hi\u1ec3n th\u1ecb tr\u00ean b\u1ea3n \u0111\u1ed3<\/em><\/p>\n<h3>3. T\u00edch h\u1ee3p l\u1eadp k\u1ebf ho\u1ea1ch kinh doanh<\/h3>\n<p>C\u00e1c nh\u00e0 qu\u1ea3n l\u00fd chu\u1ed7i cung \u1ee9ng g\u1eb7p kh\u00f3 kh\u0103n trong vi\u1ec7c t\u1ed1i \u01b0u h\u00f3a ho\u00e0n to\u00e0n chu\u1ed7i cung \u1ee9ng v\u00ec h\u1ecd kh\u00f4ng th\u1ec3 nh\u00ecn th\u1ea5y theo th\u1eddi gian th\u1ef1c, ph\u00e1t hi\u1ec7n s\u1ef1 kh\u00e1c bi\u1ec7t trong danh m\u1ee5c s\u1ea3n ph\u1ea9m m\u1edf r\u1ed9ng, hi\u1ec3u \u0111\u01b0\u1ee3c nh\u1eefng thay \u0111\u1ed5i trong xu h\u01b0\u1edbng nhu c\u1ea7u c\u1ee7a ng\u01b0\u1eddi ti\u00eau d\u00f9ng ho\u1eb7c c\u1eadp nh\u1eadt c\u00e1c s\u1ef1 ki\u1ec7n b\u1ea5t ng\u1edd nh\u01b0 \u0111\u00f3ng c\u1eeda nh\u00e0 m\u00e1y v\u00e0 c\u00e1c v\u1ea5n \u0111\u1ec1 v\u1eadn chuy\u1ec3n.<\/p>\n<p>V\u00ed d\u1ee5, thu\u1eadt to\u00e1n AI c\u00f3 th\u1ec3 t\u1ed1i \u01b0u h\u00f3a c\u00e1c tuy\u1ebfn \u0111\u01b0\u1eddng v\u1eadn chuy\u1ec3n, gi\u1ea3m thi\u1ec3u chi ph\u00ed v\u00e0 gi\u1ea3m t\u00e1c \u0111\u1ed9ng \u0111\u1ebfn m\u00f4i tr\u01b0\u1eddng.\u00a0\u0110i\u1ec1u n\u00e0y kh\u00f4ng ch\u1ec9 c\u1ea3i thi\u1ec7n hi\u1ec7u qu\u1ea3 c\u1ee7a qu\u00e1 tr\u00ecnh giao h\u00e0ng m\u00e0 c\u00f2n g\u00f3p ph\u1ea7n th\u1ef1c hi\u1ec7n chu\u1ed7i cung \u1ee9ng b\u1ec1n v\u1eefng v\u00e0 th\u00e2n thi\u1ec7n v\u1edbi m\u00f4i tr\u01b0\u1eddng.<\/p>\n<h3>4. T\u1ed1i \u01b0u h\u00f3a vi\u1ec7c l\u00ean k\u1ebf ho\u1ea1ch m\u1ed9t c\u00e1ch linh ho\u1ea1t<\/h3>\n<p>S\u1ee9c m\u1ea1nh c\u1ee7a AI c\u00f2n v\u01b0\u1ee3t ra ngo\u00e0i vi\u1ec7c t\u00edch h\u1ee3p c\u00e1c k\u1ebf ho\u1ea1ch kinh doanh gi\u1eefa c\u00e1c c\u00f4ng ty;\u00a0n\u00f3 m\u1edf r\u1ed9ng \u0111\u1ebfn vi\u1ec7c t\u1ea1o ra c\u00e1c d\u1ef1 \u0111o\u00e1n v\u00e0 \u0111\u1ec1 xu\u1ea5t nh\u1eadn th\u1ee9c cho vi\u1ec7c l\u1eadp k\u1ebf ho\u1ea1ch chu\u1ed7i cung \u1ee9ng.\u00a0S\u1ef1 \u0111\u1ed5i m\u1edbi n\u00e0y gi\u00fap c\u00e1c c\u00f4ng ty ti\u1ebft ki\u1ec7m th\u1eddi gian qu\u00fd b\u00e1u b\u1eb1ng c\u00e1ch tr\u00e1nh xa c\u00e1c m\u00f4 h\u00ecnh kinh doanh th\u1ee7 c\u00f4ng ph\u1ee9c t\u1ea1p v\u00e0 gi\u1ea3m thi\u1ec3u sai s\u00f3t trong qu\u00e1 tr\u00ecnh l\u1eadp k\u1ebf ho\u1ea1ch.\u00a0Ph\u1ea7n m\u1ec1m chu\u1ed7i cung \u1ee9ng t\u00edch h\u1ee3p AI gi\u00fap ph\u00f3ng to c\u00e1c y\u1ebfu t\u1ed1 quan tr\u1ecdng, t\u1ed1i \u01b0u h\u00f3a quy tr\u00ecnh v\u00e0 h\u1ed7 tr\u1ee3 nh\u00e0 s\u1ea3n xu\u1ea5t \u0111\u00e1nh gi\u00e1 c\u00e1c t\u00ecnh hu\u1ed1ng v\u1ec1 th\u1eddi gian, chi ph\u00ed v\u00e0 doanh thu.<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2023\/11\/tgmc-blog-65431bd828716.jpg\" alt=\"\" \/><\/p>\n<h3>5. T\u1ef1 \u0111\u1ed9ng h\u00f3a d\u00f2ng ch\u1ea3y v\u1eadt ch\u1ea5t<\/h3>\n<p>AI \u0111\u1ea3m b\u1ea3o c\u1ea5u tr\u00fac v\u00e0 l\u01b0u tr\u1eef ch\u00ednh x\u00e1c c\u00e1c h\u00f3a \u0111\u01a1n nguy\u00ean v\u1eadt li\u1ec7u c\u0169ng nh\u01b0 d\u1eef li\u1ec7u \u0111\u01a1n \u0111\u1eb7t h\u00e0ng.\u00a0\u0110i\u1ec1u n\u00e0y kh\u00f4ng ch\u1ec9 t\u1ea1o \u0111i\u1ec1u ki\u1ec7n thu\u1eadn l\u1ee3i cho vi\u1ec7c d\u1ef1 \u0111o\u00e1n theo th\u1eddi gian th\u1ef1c m\u00e0 c\u00f2n cho ph\u00e9p ng\u01b0\u1eddi v\u1eadn h\u00e0nh t\u1ea1i hi\u1ec7n tr\u01b0\u1eddng v\u1edbi nh\u1eefng n\u1eafm b\u1eaft d\u1ef1a tr\u00ean d\u1eef li\u1ec7u \u0111\u1ec3 duy tr\u00ec m\u1ee9c t\u1ed3n kho t\u1ed1i \u01b0u.\u00a0C\u00e1c ch\u01b0\u01a1ng tr\u00ecnh AI n\u00e2ng cao, t\u1eadn d\u1ee5ng <a class=\"iblink\" href=\"\/blog\/tag\/computer-vision\/\">th\u1ecb gi\u00e1c m\u00e1y t\u00ednh<\/a> v\u00e0 c\u1ea3m bi\u1ebfn v\u1eadt l\u00fd, gi\u00e1m s\u00e1t v\u00e0 s\u1eeda \u0111\u1ed5i c\u00e1c quy tr\u00ecnh c\u1ee7a chu\u1ed7i cung \u1ee9ng, duy tr\u00ec b\u1ea3ng t\u00ednh t\u1ed3n kho ch\u00ednh x\u00e1c trong th\u1eddi gian th\u1ef1c.<\/p>\n<p>\u0110\u01b0a t\u1ef1 \u0111\u1ed9ng h\u00f3a ti\u1ebfn th\u00eam m\u1ed9t b\u01b0\u1edbc, h\u1ec7 th\u1ed1ng AI c\u00f3 th\u1ec3 nh\u1eadn ra nhu c\u1ea7u b\u1ed5 sung b\u1eb1ng c\u00e1ch gi\u00e1m s\u00e1t t\u00ecnh tr\u1ea1ng s\u1eb5n c\u00f3 c\u1ee7a s\u1ea3n ph\u1ea9m tr\u00ean c\u00e1c k\u1ec7 h\u00e0ng, tham kh\u1ea3o ch\u00e9o m\u1ee9c t\u1ed3n kho v\u00e0 \u0111\u00e1p \u1ee9ng cho c\u00e1c nhu c\u1ea7u t\u0103ng cao.\u00a0\u0110i\u1ec1u n\u00e0y l\u00e0m gi\u1ea3m nhu c\u1ea7u ki\u1ec3m k\u00ea h\u00e0ng t\u1ed3n kho th\u1ee7 c\u00f4ng th\u01b0\u1eddng xuy\u00ean.\u00a0V\u00ed d\u1ee5: theo d\u00f5i s\u1ea3n ph\u1ea9m tr\u00ean k\u1ec7 c\u1ee7a c\u1eeda h\u00e0ng v\u00e0 tham kh\u1ea3o ch\u00e9o l\u01b0\u1ee3ng s\u1ea3n ph\u1ea9m c\u00f2n l\u1ea1i trong kho v\u00e0 nhu c\u1ea7u hi\u1ec7n t\u1ea1i \u0111\u1ed1i v\u1edbi s\u1ea3n ph\u1ea9m \u0111\u00f3 \u0111\u1ec3 ch\u1ee7 \u0111\u1ed9ng s\u1eafp x\u1ebfp l\u1ea1i h\u00e0ng trong kho n\u1ebfu nhu c\u1ea7u cao v\u00e0 l\u01b0\u1ee3ng h\u00e0ng t\u1ed3n kho g\u1ea7n h\u1ebft.<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2023\/11\/tgmc-blog-65431bd9bb55a.jpg\" alt=\"\" \/><\/p>\n<h2>B\u1ea1n \u0111ang t\u00ecm ki\u1ebfm gi\u1ea3i ph\u00e1p Qu\u1ea3n l\u00fd chu\u1ed7i cung \u1ee9ng b\u1eb1ng AI?<\/h2>\n<p>Vi\u1ec7c s\u1eed d\u1ee5ng tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o \u0111\u1ec3 qu\u1ea3n l\u00fd t\u1ed1t h\u01a1n chu\u1ed7i cung \u1ee9ng \u0111\u00e3 \u0111\u01b0\u1ee3c \u00e1p d\u1ee5ng nhi\u1ec1u n\u01a1i tr\u00ean th\u1ebf gi\u1edbi v\u00e0 \u0111ang nhanh ch\u00f3ng tr\u1edf th\u00e0nh ti\u00eau chu\u1ea9n trong m\u1ecdi ng\u00e0nh.\u00a0Kh\u1ea3 n\u0103ng d\u1ef1 \u0111o\u00e1n c\u1ee7a AI, \u0111\u01b0\u1ee3c th\u00fac \u0111\u1ea9y b\u1edfi c\u00e1c thu\u1eadt to\u00e1n ti\u00ean ti\u1ebfn v\u00e0 ph\u00e2n t\u00edch d\u1eef li\u1ec7u theo th\u1eddi gian th\u1ef1c, gi\u00fap c\u00e1c c\u00f4ng ty kh\u00f4ng ch\u1ec9 \u0111\u00e1p \u1ee9ng m\u00e0 c\u00f2n d\u1ef1 \u0111o\u00e1n \u0111\u01b0\u1ee3c nhu c\u1ea7u c\u1ee7a ng\u01b0\u1eddi ti\u00eau d\u00f9ng, th\u00fac \u0111\u1ea9y chu\u1ed7i cung \u1ee9ng nhanh nh\u1eb9n v\u00e0 linh ho\u1ea1t h\u01a1n.\u00a0Kh\u1ea3 n\u0103ng gi\u00e1m s\u00e1t n\u00e2ng cao \u0111\u1ea3m b\u1ea3o r\u1eb1ng c\u00e1c nh\u00e0 s\u1ea3n xu\u1ea5t c\u00f3 th\u1ec3 \u0111i\u1ec1u h\u01b0\u1edbng m\u1ea1ng l\u01b0\u1edbi ph\u1ee9c t\u1ea1p c\u1ee7a chu\u1ed7i cung \u1ee9ng to\u00e0n c\u1ea7u m\u1ed9t c\u00e1ch ch\u00ednh x\u00e1c.<\/p>\n<p>T\u00f3m l\u1ea1i, s\u1ef1 k\u1ebft h\u1ee3p gi\u1eefa AI v\u1edbi t\u00ednh ch\u1ea5t nh\u1ea1y c\u1ea3m c\u1ee7a qu\u1ea3n l\u00fd chu\u1ed7i cung \u1ee9ng gi\u00fap c\u00e1c c\u00f4ng ty kh\u00f4ng ch\u1ec9 th\u00edch nghi m\u00e0 c\u00f2n ph\u00e1t tri\u1ec3n khi \u0111\u1ed1i m\u1eb7t v\u1edbi nh\u1eefng th\u00e1ch th\u1ee9c ch\u01b0a t\u1eebng c\u00f3.\u00a0Vi\u1ec7c l\u00e0m ch\u1ee7 AI trong \u0111\u1ed9ng l\u1ef1c ph\u00e1t tri\u1ec3n c\u1ee7a chu\u1ed7i cung \u1ee9ng kh\u00f4ng ch\u1ec9 \u0111\u01a1n thu\u1ea7n l\u00e0 m\u1ed9t l\u1ef1a ch\u1ecdn m\u00e0 c\u00f2n l\u00e0 m\u1ec7nh l\u1ec7nh chi\u1ebfn l\u01b0\u1ee3c \u0111\u1ed1i v\u1edbi nh\u1eefng c\u00f4ng ty \u0111ang t\u00ecm c\u00e1ch v\u1ea1ch ra l\u1ed9 tr\u00ecnh h\u01b0\u1edbng t\u1edbi m\u1ed9t t\u01b0\u01a1ng lai \u0111\u1ed5i m\u1edbi, kh\u1ea3 n\u0103ng ph\u1ee5c h\u1ed3i v\u00e0 th\u00e0nh c\u00f4ng b\u1ec1n v\u1eefng.<\/p>\n<div>____<br \/><b>B\u00e0i vi\u1ebft li\u00ean quan<\/b><\/div>\n<ul>\n<li><a href=\"https:\/\/thegioimaychu.vn\/blog\/?post_type=post&#038;p=22728\">Hu\u1ea5n luy\u1ec7n m\u00f4 h\u00ecnh h\u00e0ng tr\u0103m t\u1ef7 tham s\u1ed1 ngay t\u1ea1i b\u00e0n v\u1edbi MSI EdgeXpert<\/a><\/li>\n<li><a href=\"https:\/\/thegioimaychu.vn\/blog\/?post_type=post&#038;p=22612\">NVIDIA Merlin: T\u1ed5ng quan v\u1ec1 toolkit cho h\u1ec7 th\u1ed1ng g\u1ee3i \u00fd quy m\u00f4 l\u1edbn<\/a><\/li>\n<li><a href=\"https:\/\/thegioimaychu.vn\/blog\/?post_type=post&#038;p=22376\">OpenAI l\u1ea7n \u0111\u1ea7u ph\u00e1t h\u00e0nh mi\u1ec5n ph\u00ed m\u00f4 h\u00ecnh ng\u00f4n ng\u1eef m\u1edbi v\u1edbi t\u00ean g\u1ecdi l\u00e0 GPT-OSS<\/a><\/li>\n<li><a href=\"https:\/\/thegioimaychu.vn\/blog\/?post_type=post&#038;p=21466\">5 \u0111i\u1ec1u b\u1ea1n c\u1ea7n bi\u1ebft v\u1ec1 NVIDIA DGX Spark &#8211; Chi\u1ebfc m\u00e1y t\u00ednh m\u01a1 \u01b0\u1edbc c\u1ee7a c\u00e1c nh\u00e0 ph\u00e1t tri\u1ec3n AI<\/a><\/li>\n<li><a href=\"https:\/\/thegioimaychu.vn\/blog\/?post_type=post&#038;p=21557\">SLM v\u00e0 AI t\u1ea1i bi\u00ean: B\u00ecnh minh c\u1ee7a m\u1ed9t k\u1ef7 nguy\u00ean m\u1edbi hay ch\u1ec9 l\u00e0 c\u01a1n s\u1ed1t nh\u1ea5t th\u1eddi?<\/a><\/li>\n<li><a href=\"https:\/\/thegioimaychu.vn\/blog\/?post_type=post&#038;p=21405\">NVIDIA t\u1ea1i Computex 2025: &#8220;G\u00e3 kh\u1ed5ng l\u1ed3 xanh&#8221; \u0111\u1eb7t c\u01b0\u1ee3c t\u1ea5t c\u1ea3 v\u00e0o AI, GeForce li\u1ec7u c\u00f3 b\u1ecb ra r\u00eca?<\/a><\/li>\n<\/ul>\n<\/p>","protected":false},"excerpt":{"rendered":"<p>T&#7889;i &#432;u h&oacute;a chu&#7895;i cung &#7913;ng b&#7857;ng tr&iacute; tu&#7879; nh&acirc;n t&#7841;o Trong nh&#7919;ng n&#259;m g&#7847;n &#273;&acirc;y, vi&#7879;c qu&#7843;n l&yacute; chu&#7895;i cung &#7913;ng &#273;&atilde; ph&aacute;t tri&#7875;n th&agrave;nh m&#7897;t qu&aacute; tr&igrave;nh ph&#7913;c t&#7841;p v&agrave; &#273;&#7847;y th&aacute;ch th&#7913;c.&nbsp;S&#7921; k&#7871;t n&#7889;i gi&#7919;a c&aacute;c lu&#7891;ng v&#7853;t ch&#7845;t v&agrave; s&#7921; bi&#7871;n &#273;&#7897;ng gia t&#259;ng c&#7911;a th&#7883; tr&#432;&#7901;ng &#273;&atilde; l&agrave;m t&#259;ng nhu&#8230;<\/p>\n","protected":false},"author":2,"featured_media":18220,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"inline_featured_image":false,"footnotes":""},"categories":[3],"tags":[7,1193],"class_list":["post-18208","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai-hpc","tag-ai","tag-use-cases"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.3 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>C\u00e1c \u1ee9ng d\u1ee5ng c\u1ee7a AI trong qu\u1ea3n l\u00fd chu\u1ed7i cung \u1ee9ng - Blog | TheGioiMayChu<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/thegioimaychu.vn\/blog\/ai-hpc\/cac-ung-dung-cua-ai-trong-quan-ly-chuoi-cung-ung-p18208\/\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:title\" content=\"C\u00e1c \u1ee9ng d\u1ee5ng c\u1ee7a AI trong qu\u1ea3n l\u00fd chu\u1ed7i cung \u1ee9ng - Blog | TheGioiMayChu\" \/>\n<meta name=\"twitter:description\" content=\"T&#7889;i &#432;u h&oacute;a chu&#7895;i cung &#7913;ng b&#7857;ng tr&iacute; tu&#7879; nh&acirc;n t&#7841;o Trong nh&#7919;ng n&#259;m g&#7847;n &#273;&acirc;y, vi&#7879;c qu&#7843;n l&yacute; chu&#7895;i cung &#7913;ng &#273;&atilde; ph&aacute;t tri&#7875;n th&agrave;nh m&#7897;t qu&aacute; tr&igrave;nh ph&#7913;c t&#7841;p v&agrave; &#273;&#7847;y th&aacute;ch th&#7913;c.&nbsp;S&#7921; k&#7871;t n&#7889;i gi&#7919;a c&aacute;c lu&#7891;ng v&#7853;t ch&#7845;t v&agrave; s&#7921; bi&#7871;n &#273;&#7897;ng gia t&#259;ng c&#7911;a th&#7883; tr&#432;&#7901;ng &#273;&atilde; l&agrave;m t&#259;ng nhu...\" \/>\n<meta name=\"twitter:image\" content=\"https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2023\/11\/TheGioiMayChu-Blog-AI-Use-Cases-supply-chain.jpg\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Vanito Hoang\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"19 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/thegioimaychu.vn\\\/blog\\\/ai-hpc\\\/cac-ung-dung-cua-ai-trong-quan-ly-chuoi-cung-ung-p18208\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/thegioimaychu.vn\\\/blog\\\/ai-hpc\\\/cac-ung-dung-cua-ai-trong-quan-ly-chuoi-cung-ung-p18208\\\/\"},\"author\":{\"name\":\"Vanito Hoang\",\"@id\":\"https:\\\/\\\/thegioimaychu.vn\\\/blog\\\/#\\\/schema\\\/person\\\/feccec179330cfebfaa805639a357d18\"},\"headline\":\"C\u00e1c \u1ee9ng d\u1ee5ng c\u1ee7a AI trong qu\u1ea3n l\u00fd chu\u1ed7i cung \u1ee9ng\",\"datePublished\":\"2023-11-08T03:58:48+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/thegioimaychu.vn\\\/blog\\\/ai-hpc\\\/cac-ung-dung-cua-ai-trong-quan-ly-chuoi-cung-ung-p18208\\\/\"},\"wordCount\":3732,\"publisher\":{\"@id\":\"https:\\\/\\\/thegioimaychu.vn\\\/blog\\\/#organization\"},\"image\":{\"@id\":\"https:\\\/\\\/thegioimaychu.vn\\\/blog\\\/ai-hpc\\\/cac-ung-dung-cua-ai-trong-quan-ly-chuoi-cung-ung-p18208\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/thegioimaychu.vn\\\/blog\\\/wp-content\\\/uploads\\\/2023\\\/11\\\/TheGioiMayChu-Blog-AI-Use-Cases-supply-chain.jpg\",\"keywords\":[\"ai\",\"use cases\"],\"articleSection\":[\"AI - HPC\"],\"inLanguage\":\"en-US\"},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/thegioimaychu.vn\\\/blog\\\/ai-hpc\\\/cac-ung-dung-cua-ai-trong-quan-ly-chuoi-cung-ung-p18208\\\/\",\"url\":\"https:\\\/\\\/thegioimaychu.vn\\\/blog\\\/ai-hpc\\\/cac-ung-dung-cua-ai-trong-quan-ly-chuoi-cung-ung-p18208\\\/\",\"name\":\"C\u00e1c \u1ee9ng d\u1ee5ng c\u1ee7a AI trong qu\u1ea3n l\u00fd chu\u1ed7i cung \u1ee9ng - Blog | TheGioiMayChu\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/thegioimaychu.vn\\\/blog\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/thegioimaychu.vn\\\/blog\\\/ai-hpc\\\/cac-ung-dung-cua-ai-trong-quan-ly-chuoi-cung-ung-p18208\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/thegioimaychu.vn\\\/blog\\\/ai-hpc\\\/cac-ung-dung-cua-ai-trong-quan-ly-chuoi-cung-ung-p18208\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/thegioimaychu.vn\\\/blog\\\/wp-content\\\/uploads\\\/2023\\\/11\\\/TheGioiMayChu-Blog-AI-Use-Cases-supply-chain.jpg\",\"datePublished\":\"2023-11-08T03:58:48+00:00\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/thegioimaychu.vn\\\/blog\\\/ai-hpc\\\/cac-ung-dung-cua-ai-trong-quan-ly-chuoi-cung-ung-p18208\\\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/thegioimaychu.vn\\\/blog\\\/ai-hpc\\\/cac-ung-dung-cua-ai-trong-quan-ly-chuoi-cung-ung-p18208\\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/thegioimaychu.vn\\\/blog\\\/ai-hpc\\\/cac-ung-dung-cua-ai-trong-quan-ly-chuoi-cung-ung-p18208\\\/#primaryimage\",\"url\":\"https:\\\/\\\/thegioimaychu.vn\\\/blog\\\/wp-content\\\/uploads\\\/2023\\\/11\\\/TheGioiMayChu-Blog-AI-Use-Cases-supply-chain.jpg\",\"contentUrl\":\"https:\\\/\\\/thegioimaychu.vn\\\/blog\\\/wp-content\\\/uploads\\\/2023\\\/11\\\/TheGioiMayChu-Blog-AI-Use-Cases-supply-chain.jpg\",\"width\":1600,\"height\":900},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/thegioimaychu.vn\\\/blog\\\/ai-hpc\\\/cac-ung-dung-cua-ai-trong-quan-ly-chuoi-cung-ung-p18208\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Trang ch\u1ee7\",\"item\":\"https:\\\/\\\/thegioimaychu.vn\\\/blog\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"AI - HPC\",\"item\":\"https:\\\/\\\/thegioimaychu.vn\\\/blog\\\/.\\\/ai-hpc\\\/\"},{\"@type\":\"ListItem\",\"position\":3,\"name\":\"C\u00e1c \u1ee9ng d\u1ee5ng c\u1ee7a AI trong qu\u1ea3n l\u00fd chu\u1ed7i cung \u1ee9ng\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/thegioimaychu.vn\\\/blog\\\/#website\",\"url\":\"https:\\\/\\\/thegioimaychu.vn\\\/blog\\\/\",\"name\":\"Blog | TheGioiMayChu\",\"description\":\"C\u1eadp nh\u1eadt xu h\u01b0\u1edbng c\u00f4ng ngh\u1ec7 m\u00e1y ch\u1ee7\",\"publisher\":{\"@id\":\"https:\\\/\\\/thegioimaychu.vn\\\/blog\\\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/thegioimaychu.vn\\\/blog\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"},{\"@type\":\"Organization\",\"@id\":\"https:\\\/\\\/thegioimaychu.vn\\\/blog\\\/#organization\",\"name\":\"Blog | TheGioiMayChu\",\"url\":\"https:\\\/\\\/thegioimaychu.vn\\\/blog\\\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/thegioimaychu.vn\\\/blog\\\/#\\\/schema\\\/logo\\\/image\\\/\",\"url\":\"https:\\\/\\\/thegioimaychu.vn\\\/blog\\\/wp-content\\\/uploads\\\/2018\\\/08\\\/cropped-ntcnlog-logo-2.png\",\"contentUrl\":\"https:\\\/\\\/thegioimaychu.vn\\\/blog\\\/wp-content\\\/uploads\\\/2018\\\/08\\\/cropped-ntcnlog-logo-2.png\",\"width\":500,\"height\":73,\"caption\":\"Blog | TheGioiMayChu\"},\"image\":{\"@id\":\"https:\\\/\\\/thegioimaychu.vn\\\/blog\\\/#\\\/schema\\\/logo\\\/image\\\/\"},\"sameAs\":[\"https:\\\/\\\/www.facebook.com\\\/thegioimaychu\\\/\"]},{\"@type\":\"Person\",\"@id\":\"https:\\\/\\\/thegioimaychu.vn\\\/blog\\\/#\\\/schema\\\/person\\\/feccec179330cfebfaa805639a357d18\",\"name\":\"Vanito Hoang\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/e8187f37f72d74f9380a1367c8c530debee44f226a3301f0765c68f7cc1f3fa4?s=96&d=mm&r=g\",\"url\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/e8187f37f72d74f9380a1367c8c530debee44f226a3301f0765c68f7cc1f3fa4?s=96&d=mm&r=g\",\"contentUrl\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/e8187f37f72d74f9380a1367c8c530debee44f226a3301f0765c68f7cc1f3fa4?s=96&d=mm&r=g\",\"caption\":\"Vanito Hoang\"},\"url\":\"https:\\\/\\\/thegioimaychu.vn\\\/blog\\\/author\\\/vanito\\\/\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"C\u00e1c \u1ee9ng d\u1ee5ng c\u1ee7a AI trong qu\u1ea3n l\u00fd chu\u1ed7i cung \u1ee9ng - Blog | TheGioiMayChu","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/thegioimaychu.vn\/blog\/ai-hpc\/cac-ung-dung-cua-ai-trong-quan-ly-chuoi-cung-ung-p18208\/","twitter_card":"summary_large_image","twitter_title":"C\u00e1c \u1ee9ng d\u1ee5ng c\u1ee7a AI trong qu\u1ea3n l\u00fd chu\u1ed7i cung \u1ee9ng - Blog | TheGioiMayChu","twitter_description":"T&#7889;i &#432;u h&oacute;a chu&#7895;i cung &#7913;ng b&#7857;ng tr&iacute; tu&#7879; nh&acirc;n t&#7841;o Trong nh&#7919;ng n&#259;m g&#7847;n &#273;&acirc;y, vi&#7879;c qu&#7843;n l&yacute; chu&#7895;i cung &#7913;ng &#273;&atilde; ph&aacute;t tri&#7875;n th&agrave;nh m&#7897;t qu&aacute; tr&igrave;nh ph&#7913;c t&#7841;p v&agrave; &#273;&#7847;y th&aacute;ch th&#7913;c.&nbsp;S&#7921; k&#7871;t n&#7889;i gi&#7919;a c&aacute;c lu&#7891;ng v&#7853;t ch&#7845;t v&agrave; s&#7921; bi&#7871;n &#273;&#7897;ng gia t&#259;ng c&#7911;a th&#7883; tr&#432;&#7901;ng &#273;&atilde; l&agrave;m t&#259;ng nhu...","twitter_image":"https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2023\/11\/TheGioiMayChu-Blog-AI-Use-Cases-supply-chain.jpg","twitter_misc":{"Written by":"Vanito Hoang","Est. reading time":"19 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/thegioimaychu.vn\/blog\/ai-hpc\/cac-ung-dung-cua-ai-trong-quan-ly-chuoi-cung-ung-p18208\/#article","isPartOf":{"@id":"https:\/\/thegioimaychu.vn\/blog\/ai-hpc\/cac-ung-dung-cua-ai-trong-quan-ly-chuoi-cung-ung-p18208\/"},"author":{"name":"Vanito Hoang","@id":"https:\/\/thegioimaychu.vn\/blog\/#\/schema\/person\/feccec179330cfebfaa805639a357d18"},"headline":"C\u00e1c \u1ee9ng d\u1ee5ng c\u1ee7a AI trong qu\u1ea3n l\u00fd chu\u1ed7i cung \u1ee9ng","datePublished":"2023-11-08T03:58:48+00:00","mainEntityOfPage":{"@id":"https:\/\/thegioimaychu.vn\/blog\/ai-hpc\/cac-ung-dung-cua-ai-trong-quan-ly-chuoi-cung-ung-p18208\/"},"wordCount":3732,"publisher":{"@id":"https:\/\/thegioimaychu.vn\/blog\/#organization"},"image":{"@id":"https:\/\/thegioimaychu.vn\/blog\/ai-hpc\/cac-ung-dung-cua-ai-trong-quan-ly-chuoi-cung-ung-p18208\/#primaryimage"},"thumbnailUrl":"https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2023\/11\/TheGioiMayChu-Blog-AI-Use-Cases-supply-chain.jpg","keywords":["ai","use cases"],"articleSection":["AI - HPC"],"inLanguage":"en-US"},{"@type":"WebPage","@id":"https:\/\/thegioimaychu.vn\/blog\/ai-hpc\/cac-ung-dung-cua-ai-trong-quan-ly-chuoi-cung-ung-p18208\/","url":"https:\/\/thegioimaychu.vn\/blog\/ai-hpc\/cac-ung-dung-cua-ai-trong-quan-ly-chuoi-cung-ung-p18208\/","name":"C\u00e1c \u1ee9ng d\u1ee5ng c\u1ee7a AI trong qu\u1ea3n l\u00fd chu\u1ed7i cung \u1ee9ng - Blog | TheGioiMayChu","isPartOf":{"@id":"https:\/\/thegioimaychu.vn\/blog\/#website"},"primaryImageOfPage":{"@id":"https:\/\/thegioimaychu.vn\/blog\/ai-hpc\/cac-ung-dung-cua-ai-trong-quan-ly-chuoi-cung-ung-p18208\/#primaryimage"},"image":{"@id":"https:\/\/thegioimaychu.vn\/blog\/ai-hpc\/cac-ung-dung-cua-ai-trong-quan-ly-chuoi-cung-ung-p18208\/#primaryimage"},"thumbnailUrl":"https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2023\/11\/TheGioiMayChu-Blog-AI-Use-Cases-supply-chain.jpg","datePublished":"2023-11-08T03:58:48+00:00","breadcrumb":{"@id":"https:\/\/thegioimaychu.vn\/blog\/ai-hpc\/cac-ung-dung-cua-ai-trong-quan-ly-chuoi-cung-ung-p18208\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/thegioimaychu.vn\/blog\/ai-hpc\/cac-ung-dung-cua-ai-trong-quan-ly-chuoi-cung-ung-p18208\/"]}]},{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/thegioimaychu.vn\/blog\/ai-hpc\/cac-ung-dung-cua-ai-trong-quan-ly-chuoi-cung-ung-p18208\/#primaryimage","url":"https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2023\/11\/TheGioiMayChu-Blog-AI-Use-Cases-supply-chain.jpg","contentUrl":"https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2023\/11\/TheGioiMayChu-Blog-AI-Use-Cases-supply-chain.jpg","width":1600,"height":900},{"@type":"BreadcrumbList","@id":"https:\/\/thegioimaychu.vn\/blog\/ai-hpc\/cac-ung-dung-cua-ai-trong-quan-ly-chuoi-cung-ung-p18208\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Trang ch\u1ee7","item":"https:\/\/thegioimaychu.vn\/blog\/"},{"@type":"ListItem","position":2,"name":"AI - HPC","item":"https:\/\/thegioimaychu.vn\/blog\/.\/ai-hpc\/"},{"@type":"ListItem","position":3,"name":"C\u00e1c \u1ee9ng d\u1ee5ng c\u1ee7a AI trong qu\u1ea3n l\u00fd chu\u1ed7i cung \u1ee9ng"}]},{"@type":"WebSite","@id":"https:\/\/thegioimaychu.vn\/blog\/#website","url":"https:\/\/thegioimaychu.vn\/blog\/","name":"Blog | TheGioiMayChu","description":"C\u1eadp nh\u1eadt xu h\u01b0\u1edbng c\u00f4ng ngh\u1ec7 m\u00e1y ch\u1ee7","publisher":{"@id":"https:\/\/thegioimaychu.vn\/blog\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/thegioimaychu.vn\/blog\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"},{"@type":"Organization","@id":"https:\/\/thegioimaychu.vn\/blog\/#organization","name":"Blog | TheGioiMayChu","url":"https:\/\/thegioimaychu.vn\/blog\/","logo":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/thegioimaychu.vn\/blog\/#\/schema\/logo\/image\/","url":"https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2018\/08\/cropped-ntcnlog-logo-2.png","contentUrl":"https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2018\/08\/cropped-ntcnlog-logo-2.png","width":500,"height":73,"caption":"Blog | TheGioiMayChu"},"image":{"@id":"https:\/\/thegioimaychu.vn\/blog\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/www.facebook.com\/thegioimaychu\/"]},{"@type":"Person","@id":"https:\/\/thegioimaychu.vn\/blog\/#\/schema\/person\/feccec179330cfebfaa805639a357d18","name":"Vanito Hoang","image":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/secure.gravatar.com\/avatar\/e8187f37f72d74f9380a1367c8c530debee44f226a3301f0765c68f7cc1f3fa4?s=96&d=mm&r=g","url":"https:\/\/secure.gravatar.com\/avatar\/e8187f37f72d74f9380a1367c8c530debee44f226a3301f0765c68f7cc1f3fa4?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/e8187f37f72d74f9380a1367c8c530debee44f226a3301f0765c68f7cc1f3fa4?s=96&d=mm&r=g","caption":"Vanito Hoang"},"url":"https:\/\/thegioimaychu.vn\/blog\/author\/vanito\/"}]}},"_links":{"self":[{"href":"https:\/\/thegioimaychu.vn\/blog\/wp-json\/wp\/v2\/posts\/18208","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/thegioimaychu.vn\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/thegioimaychu.vn\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/thegioimaychu.vn\/blog\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/thegioimaychu.vn\/blog\/wp-json\/wp\/v2\/comments?post=18208"}],"version-history":[{"count":7,"href":"https:\/\/thegioimaychu.vn\/blog\/wp-json\/wp\/v2\/posts\/18208\/revisions"}],"predecessor-version":[{"id":18285,"href":"https:\/\/thegioimaychu.vn\/blog\/wp-json\/wp\/v2\/posts\/18208\/revisions\/18285"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/thegioimaychu.vn\/blog\/wp-json\/wp\/v2\/media\/18220"}],"wp:attachment":[{"href":"https:\/\/thegioimaychu.vn\/blog\/wp-json\/wp\/v2\/media?parent=18208"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/thegioimaychu.vn\/blog\/wp-json\/wp\/v2\/categories?post=18208"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/thegioimaychu.vn\/blog\/wp-json\/wp\/v2\/tags?post=18208"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}