{"id":20309,"date":"2024-10-21T14:41:09","date_gmt":"2024-10-21T07:41:09","guid":{"rendered":"https:\/\/gcloudvn.com\/?p=20309"},"modified":"2024-10-21T14:41:09","modified_gmt":"2024-10-21T07:41:09","slug":"xay-dung-chuoi-cung-ung-toan-cau-voi-data-va-ai","status":"publish","type":"post","link":"https:\/\/gcloudvn.com\/en\/kienthuc\/xay-dung-chuoi-cung-ung-toan-cau-voi-data-va-ai\/","title":{"rendered":"X\u00e2y d\u1ef1ng chu\u1ed7i cung \u1ee9ng to\u00e0n c\u1ea7u v\u1edbi Data v\u00e0 AI"},"content":{"rendered":"<p><span style=\"font-weight: 400;\">\u0110\u1ea1i d\u1ecbch COVID-19 \u0111\u00e3 g\u00e2y ra nh\u1eefng bi\u1ebfn \u0111\u1ed9ng ch\u01b0a t\u1eebng c\u00f3 \u0111\u1ed1i v\u1edbi chu\u1ed7i cung \u1ee9ng to\u00e0n c\u1ea7u, \u0111\u1eb7t ra nh\u1eefng th\u00e1ch th\u1ee9c l\u1edbn cho ng\u00e0nh logistics. Trong b\u1ed1i c\u1ea3nh \u0111\u00f3, tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (AI) \u0111\u00e3 n\u1ed5i l\u00ean nh\u01b0 m\u1ed9t gi\u1ea3i ph\u00e1p s\u00e1ng t\u1ea1o, gi\u00fap c\u00e1c doanh nghi\u1ec7p logistics th\u00edch \u1ee9ng nhanh ch\u00f3ng v\u1edbi nh\u1eefng thay \u0111\u1ed5i v\u00e0 bi\u1ebfn \u0111\u1ed9ng kh\u00f4ng ng\u1eebng. V\u1edbi kh\u1ea3 n\u0103ng ph\u00e2n t\u00edch d\u1eef li\u1ec7u kh\u1ed5ng l\u1ed3, t\u1ef1 \u0111\u1ed9ng h\u00f3a quy tr\u00ecnh v\u00e0 \u0111\u01b0a ra d\u1ef1 \u0111o\u00e1n ch\u00ednh x\u00e1c, AI \u0111ang tr\u1edf th\u00e0nh c\u00f4ng c\u1ee5 kh\u00f4ng th\u1ec3 thi\u1ebfu \u0111\u1ec3 t\u1ed1i \u01b0u h\u00f3a ho\u1ea1t \u0111\u1ed9ng logistics, t\u0103ng c\u01b0\u1eddng hi\u1ec7u qu\u1ea3 v\u00e0 kh\u1ea3 n\u0103ng c\u1ea1nh tranh c\u1ee7a doanh nghi\u1ec7p<\/span><\/p>\n<p><span style=\"font-weight: 400;\">&#8220;C\u00f3 nh\u1eefng th\u00e1ch th\u1ee9c r\u1ea5t l\u1edbn m\u00e0 c\u00e1c chuy\u00ean gia chu\u1ed7i cung \u1ee9ng c\u1ea7n ph\u1ea3i gi\u1ea3i quy\u1ebft m\u1ed7i ng\u00e0y&#8221;, Hans Thalbauer, gi\u00e1m \u0111\u1ed1c \u0111i\u1ec1u h\u00e0nh chu\u1ed7i cung \u1ee9ng v\u00e0 h\u1eadu c\u1ea7n c\u1ee7a Google Cloud, \u0111\u00e3 ch\u1ec9 ra trong s\u1ef1 ki\u1ec7n Supply Chain &amp; Logistics Spotlight. Trong s\u1ed1 c\u00e1c v\u1ea5n \u0111\u1ec1 m\u00e0 Thalbauer n\u00eau ra c\u00f3 nh\u1eefng thay \u0111\u1ed5i t\u1eeb \u0111\u1ea1i d\u1ecbch, nhu c\u1ea7u c\u1ee7a ng\u01b0\u1eddi ti\u00eau d\u00f9ng, t\u00ecnh tr\u1ea1ng thi\u1ebfu h\u1ee5t lao \u0111\u1ed9ng, kh\u1ee7ng ho\u1ea3ng kh\u00ed h\u1eadu, b\u1ea5t \u1ed5n ch\u00ednh tr\u1ecb v\u00e0 t\u00ecnh tr\u1ea1ng thi\u1ebfu h\u1ee5t n\u0103ng l\u01b0\u1ee3ng.<\/span><\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-20310\" src=\"https:\/\/gcloudvn.com\/wp-content\/uploads\/2024\/10\/Thang-72024-2024-10-21T143344.423.jpg\" alt=\"\" width=\"600\" height=\"375\" srcset=\"https:\/\/gcloudvn.com\/wp-content\/uploads\/2024\/10\/Thang-72024-2024-10-21T143344.423.jpg 600w, https:\/\/gcloudvn.com\/wp-content\/uploads\/2024\/10\/Thang-72024-2024-10-21T143344.423-18x12.jpg 18w\" sizes=\"auto, (max-width: 600px) 100vw, 600px\" \/><\/p>\n<p><span style=\"font-weight: 400;\">&#8220;V\u00e0 v\u1ea5n \u0111\u1ec1 l\u00e0, \u0111\u00f3 kh\u00f4ng ch\u1ec9 l\u00e0 v\u1ea5n \u0111\u1ec1 ng\u1eafn h\u1ea1n, ch\u00fang t\u00f4i ngh\u0129 \u0111\u00f3 l\u00e0 v\u1ea5n \u0111\u1ec1 d\u00e0i h\u1ea1n v\u00e0 mang t\u00ednh h\u1ec7 th\u1ed1ng&#8221;, Thalbauer cho bi\u1ebft. &#8220;C\u00f3 m\u1ed9t c\u00e2u h\u1ecfi l\u1edbn \u1edf ngo\u00e0i kia, \u0111\u00f3 l\u00e0: Th\u01b0\u01a1ng m\u1ea1i to\u00e0n c\u1ea7u s\u1ebd thay \u0111\u1ed5i nh\u01b0 th\u1ebf n\u00e0o? Li\u1ec7u n\u00f3 c\u00f3 th\u1ef1c s\u1ef1 chuy\u1ec3n \u0111\u1ed5i v\u00e0 chuy\u1ec3n th\u00e0nh th\u1ee9 g\u00ec \u0111\u00f3 m\u1edbi kh\u00f4ng? Li\u1ec7u th\u01b0\u01a1ng m\u1ea1i to\u00e0n c\u1ea7u c\u00f3 ti\u1ebfp t\u1ee5c ho\u1ea1t \u0111\u1ed9ng nh\u01b0 hi\u1ec7n t\u1ea1i kh\u00f4ng?&#8221;<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u00d4ng \u1ea5y kh\u00f4ng ph\u1ea3i l\u00e0 ng\u01b0\u1eddi duy nh\u1ea5t \u0111\u1eb7t ra nh\u1eefng c\u00e2u h\u1ecfi nh\u01b0 v\u1eady. C\u00e1c gi\u00e1m \u0111\u1ed1c \u0111i\u1ec1u h\u00e0nh v\u00e0 nh\u00e0 ph\u00e2n t\u00edch c\u0169ng \u0111ang t\u1ef1 h\u1ecfi v\u1ec1 t\u01b0\u01a1ng lai c\u1ee7a ng\u00e0nh logistics. Nh\u1eefng ng\u01b0\u1eddi d\u1eabn \u0111\u1ea7u trong l\u0129nh v\u1ef1c n\u00e0y, bao g\u1ed3m The Home Depot, Paack v\u00e0 Seara Foods, \u0111ang kh\u00e1m ph\u00e1 ra c\u00e1c c\u01a1 h\u1ed9i trong m\u1ed9t s\u1ed1 l\u0129nh v\u1ef1c ch\u00ednh nh\u01b0: End-to-end-data; s\u1ee9c m\u1ea1nh c\u1ee7a c\u00e1c n\u1ec1n t\u1ea3ng \u0111\u1ec3 truy c\u1eadp v\u00e0 chia s\u1ebb th\u00f4ng tin; v\u00e0 t\u1ea7m quan tr\u1ecdng c\u1ee7a ph\u00e2n t\u00edch d\u1ef1 \u0111o\u00e1n \u0111\u1ec3 gi\u1ea3m thi\u1ec3u c\u00e1c v\u1ea5n \u0111\u1ec1 khi ch\u00fang ph\u00e1t sinh ho\u1eb7c th\u1eadm ch\u00ed tr\u01b0\u1edbc khi ch\u00fang ph\u00e1t sinh.<\/span><\/p>\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_80 counter-hierarchy ez-toc-counter ez-toc-grey ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">Table of contents<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"Toggle Table of Content\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #999;color:#999\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #999;color:#999\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewbox=\"0 0 24 24\" version=\"1.2\" baseprofile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/span><\/a><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/gcloudvn.com\/en\/kienthuc\/xay-dung-chuoi-cung-ung-toan-cau-voi-data-va-ai\/#End-to-end-data\" >End-to-end-data<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/gcloudvn.com\/en\/kienthuc\/xay-dung-chuoi-cung-ung-toan-cau-voi-data-va-ai\/#Suc_manh_cua_nen_tang\" >S\u1ee9c m\u1ea1nh c\u1ee7a n\u1ec1n t\u1ea3ng<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/gcloudvn.com\/en\/kienthuc\/xay-dung-chuoi-cung-ung-toan-cau-voi-data-va-ai\/#Phan_tich_du_doan\" >Ph\u00e2n t\u00edch d\u1ef1 \u0111o\u00e1n<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/gcloudvn.com\/en\/kienthuc\/xay-dung-chuoi-cung-ung-toan-cau-voi-data-va-ai\/#Ket_luan\" >Conclusion<\/a><\/li><\/ul><\/nav><\/div>\n<h2><span class=\"ez-toc-section\" id=\"End-to-end-data\"><\/span><b>End-to-end-data<\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span style=\"font-weight: 400;\">C\u00e1c c\u00f4ng ty lu\u00f4n t\u00ecm ki\u1ebfm kh\u1ea3 n\u0103ng hi\u1ec3n th\u1ecb xuy\u00ean su\u1ed1t t\u1eeb nh\u00e0 m\u00e1y \u0111\u1ebfn kho h\u00e0ng, c\u1eeda h\u00e0ng v\u00e0 b\u1ea5t c\u1ee9 \u0111i\u1ec3m n\u00e0o n\u1eb1m \u1edf gi\u1eefa. \u0110\u00e2y l\u00e0 s\u1ef1 c\u1ea7n thi\u1ebft trong vi\u1ec7c xem x\u00e9t d\u1eef li\u1ec7u v\u00ec khi kh\u1ed1i l\u01b0\u1ee3ng d\u1eef li\u1ec7u t\u0103ng l\u00ean, th\u00ec t\u00ednh ph\u1ee9c t\u1ea1p c\u1ee7a n\u00f3 c\u0169ng t\u0103ng theo. N\u00f3 \u1edf quy m\u00f4 m\u00e0 kh\u00f4ng con ng\u01b0\u1eddi n\u00e0o c\u00f3 th\u1ec3 qu\u1ea3n l\u00fd \u0111\u01b0\u1ee3c, \u0111i\u1ec1u n\u00e0y khi\u1ebfn t\u1ea7m quan tr\u1ecdng kh\u00f4ng ch\u1ec9 c\u1ee7a d\u1eef li\u1ec7u m\u00e0 c\u1ea3 ph\u00e2n t\u00edch v\u00e0 AI c\u00e0ng tr\u1edf n\u00ean thi\u1ebft y\u1ebfu h\u01a1n.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Home Depot \u0111ang th\u1ec3 hi\u1ec7n m\u1ed9t vai tr\u00f2 quan tr\u1ecdng trong vi\u1ec7c qu\u1ea3n l\u00fd c\u00e1c m\u1ed1i quan h\u1ec7 ph\u1ee9c t\u1ea1p v\u00e0 ng\u00e0y c\u00e0ng t\u0103ng trong chu\u1ed7i cung \u1ee9ng, \u0111\u1eb7c bi\u1ec7t l\u00e0 khi ph\u1ee5c v\u1ee5 c\u00e1c nh\u00f3m kh\u00e1ch h\u00e0ng \u0111a d\u1ea1ng v\u00e0 c\u00f3 nhu c\u1ea7u c\u1ea1nh tranh.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u0110\u1ea1i d\u1ecbch COVID-19 \u0111\u00e3 l\u00e0m gia t\u0103ng nhu c\u1ea7u v\u1ec1 v\u1eadt li\u1ec7u x\u00e2y d\u1ef1ng v\u00e0 s\u1eeda ch\u1eefa nh\u00e0 c\u1eeda, t\u1ea1o ra m\u1ed9t \u00e1p l\u1ef1c l\u1edbn l\u00ean chu\u1ed7i cung \u1ee9ng. Home Depot \u0111\u00e3 ph\u1ea3i \u0111\u1ed1i m\u1eb7t v\u1edbi th\u00e1ch th\u1ee9c trong vi\u1ec7c \u0111\u00e1p \u1ee9ng nhu c\u1ea7u c\u1ee7a c\u00e1c nh\u00f3m kh\u00e1ch h\u00e0ng kh\u00e1c nhau, t\u1eeb ch\u1ee7 nh\u00e0, ng\u01b0\u1eddi thu\u00ea nh\u00e0 \u0111\u1ebfn c\u00e1c nh\u00e0 th\u1ea7u v\u00e0 nh\u00e0 ph\u00e1t tri\u1ec3n. M\u1ed7i nh\u00f3m kh\u00e1ch h\u00e0ng \u0111\u1ec1u c\u00f3 nh\u1eefng y\u00eau c\u1ea7u ri\u00eang bi\u1ec7t v\u00e0 mong mu\u1ed1n nh\u1eadn \u0111\u01b0\u1ee3c d\u1ecbch v\u1ee5 t\u1ed1t nh\u1ea5t.<\/span><\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-20311\" src=\"https:\/\/gcloudvn.com\/wp-content\/uploads\/2024\/10\/Thang-72024-2024-10-21T143113.313.jpg\" alt=\"\" width=\"600\" height=\"375\" srcset=\"https:\/\/gcloudvn.com\/wp-content\/uploads\/2024\/10\/Thang-72024-2024-10-21T143113.313.jpg 600w, https:\/\/gcloudvn.com\/wp-content\/uploads\/2024\/10\/Thang-72024-2024-10-21T143113.313-18x12.jpg 18w\" sizes=\"auto, (max-width: 600px) 100vw, 600px\" \/><\/p>\n<p><span style=\"font-weight: 400;\">\u0110\u1ec3 gi\u1ea3i quy\u1ebft v\u1ea5n \u0111\u1ec1 n\u00e0y, Home Depot \u0111ang t\u1eadp trung v\u00e0o vi\u1ec7c x\u00e2y d\u1ef1ng m\u1ed9t h\u1ec7 th\u1ed1ng qu\u1ea3n l\u00fd chu\u1ed7i cung \u1ee9ng linh ho\u1ea1t v\u00e0 hi\u1ec7u qu\u1ea3. \u00d4ng Chris Smith, Ph\u00f3 ch\u1ee7 t\u1ecbch Chu\u1ed7i cung \u1ee9ng CNTT t\u1ea1i Home Depot, nh\u1ea5n m\u1ea1nh t\u1ea7m quan tr\u1ecdng c\u1ee7a vi\u1ec7c s\u1edf h\u1eefu m\u1ed9t &#8220;thu\u1eadt to\u00e1n \u0111a k\u00eanh&#8221;. Thu\u1eadt to\u00e1n n\u00e0y s\u1ebd gi\u00fap Home Depot k\u1ebft h\u1ee3p c\u00e1c y\u1ebfu t\u1ed1 nh\u01b0 s\u1edf th\u00edch c\u1ee7a kh\u00e1ch h\u00e0ng, kh\u1ea3 n\u0103ng c\u1ee7a nh\u00e0 cung c\u1ea5p, t\u00ecnh tr\u1ea1ng h\u00e0ng t\u1ed3n kho \u0111\u1ec3 \u0111\u01b0a ra quy\u1ebft \u0111\u1ecbnh t\u1ed1i \u01b0u v\u1ec1 vi\u1ec7c ph\u00e2n ph\u1ed1i h\u00e0ng h\u00f3a, \u0111\u1ea3m b\u1ea3o \u0111\u00e1p \u1ee9ng nhu c\u1ea7u c\u1ee7a kh\u00e1ch h\u00e0ng m\u1ed9t c\u00e1ch hi\u1ec7u qu\u1ea3 nh\u1ea5t.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Kh\u00f4ng ch\u1ec9 Home Depot, nhi\u1ec1u doanh nghi\u1ec7p kh\u00e1c c\u0169ng \u0111ang t\u00ecm c\u00e1ch \u1ee9ng d\u1ee5ng c\u00f4ng ngh\u1ec7 \u0111\u1ec3 t\u1ed1i \u01b0u h\u00f3a chu\u1ed7i cung \u1ee9ng. Paack, m\u1ed9t c\u00f4ng ty kh\u1edfi nghi\u1ec7p trong l\u0129nh v\u1ef1c giao h\u00e0ng, \u0111\u00e3 \u0111\u1ea1t \u0111\u01b0\u1ee3c nh\u1eefng th\u00e0nh c\u00f4ng \u0111\u00e1ng k\u1ec3 trong vi\u1ec7c s\u1eed d\u1ee5ng d\u1eef li\u1ec7u \u0111\u1ec3 n\u00e2ng cao hi\u1ec7u qu\u1ea3 giao h\u00e0ng. B\u1eb1ng c\u00e1ch k\u1ebft h\u1ee3p d\u1eef li\u1ec7u t\u1eeb nhi\u1ec1u ngu\u1ed3n kh\u00e1c nhau, Paack \u0111\u00e3 \u0111\u1ea1t \u0111\u01b0\u1ee3c t\u1ef7 l\u1ec7 giao h\u00e0ng \u0111\u00fang h\u1ea1n g\u1ea7n nh\u01b0 tuy\u1ec7t \u0111\u1ed1i.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">T\u01b0\u01a1ng lai c\u1ee7a chu\u1ed7i cung \u1ee9ng s\u1ebd ng\u00e0y c\u00e0ng ph\u1ee5 thu\u1ed9c v\u00e0o c\u00f4ng ngh\u1ec7. Vi\u1ec7c x\u00e2y d\u1ef1ng m\u1ed9t h\u1ec7 th\u1ed1ng qu\u1ea3n l\u00fd chu\u1ed7i cung \u1ee9ng linh ho\u1ea1t, d\u1ef1a tr\u00ean d\u1eef li\u1ec7u v\u00e0 c\u00f3 kh\u1ea3 n\u0103ng th\u00edch \u1ee9ng v\u1edbi nh\u1eefng thay \u0111\u1ed5i c\u1ee7a th\u1ecb tr\u01b0\u1eddng l\u00e0 \u0111i\u1ec1u c\u1ea7n thi\u1ebft \u0111\u1ec3 c\u00e1c doanh nghi\u1ec7p c\u00f3 th\u1ec3 c\u1ea1nh tranh v\u00e0 ph\u00e1t tri\u1ec3n b\u1ec1n v\u1eefng.<\/span><\/p>\n<h2><span class=\"ez-toc-section\" id=\"Suc_manh_cua_nen_tang\"><\/span><b>S\u1ee9c m\u1ea1nh c\u1ee7a n\u1ec1n t\u1ea3ng<\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span style=\"font-weight: 400;\">Th\u00e0nh c\u00f4ng c\u1ee7a Paack \u0111\u00e3 ch\u1ee9ng minh r\u00f5 r\u00e0ng s\u1ee9c m\u1ea1nh c\u1ee7a vi\u1ec7c x\u00e2y d\u1ef1ng m\u1ed9t n\u1ec1n t\u1ea3ng v\u1eefng ch\u1eafc, k\u1ebft n\u1ed1i c\u00e1c b\u00ean li\u00ean quan v\u00e0 t\u1eadn d\u1ee5ng t\u1ed1i \u0111a c\u00e1c c\u00f4ng c\u1ee5 hi\u1ec7n c\u00f3 nh\u01b0 Google Maps.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u1ede m\u1ed9t g\u00f3c \u0111\u1ed9 kh\u00e1c, Seara, m\u1ed9t trong nh\u1eefng nh\u00e0 cung c\u1ea5p th\u1ecbt l\u1edbn nh\u1ea5t th\u1ebf gi\u1edbi, c\u0169ng \u0111ang ti\u00ean phong trong vi\u1ec7c x\u00e2y d\u1ef1ng m\u1ed9t n\u1ec1n t\u1ea3ng k\u1ef9 thu\u1eadt s\u1ed1 \u0111\u1ec3 k\u1ebft n\u1ed1i v\u1edbi h\u00e0ng ngh\u00ecn nh\u00e0 cung c\u1ea5p n\u00f4ng s\u1ea3n. Ra m\u1eaft v\u00e0o n\u0103m 2021, n\u1ec1n t\u1ea3ng SuperAgroTech c\u1ee7a Seara \u0111\u00e3 tr\u1edf th\u00e0nh m\u1ed9t c\u00f4ng c\u1ee5 h\u1eefu \u00edch trong b\u1ed1i c\u1ea3nh \u0111\u1ea1i d\u1ecbch v\u00e0 nh\u1eefng bi\u1ebfn \u0111\u1ed9ng c\u1ee7a th\u1ecb tr\u01b0\u1eddng to\u00e0n c\u1ea7u, gi\u00fap doanh nghi\u1ec7p n\u00e0y duy tr\u00ec \u1ed5n \u0111\u1ecbnh chu\u1ed7i cung \u1ee9ng.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">SuperAgroTech ho\u1ea1t \u0111\u1ed9ng nh\u01b0 m\u1ed9t c\u1ea7u n\u1ed1i gi\u1eefa Seara v\u00e0 c\u00e1c nh\u00e0 n\u00f4ng. Th\u00f4ng qua n\u1ec1n t\u1ea3ng n\u00e0y, c\u00e1c nh\u00e0 n\u00f4ng c\u00f3 th\u1ec3 ti\u1ebfp c\u1eadn th\u00f4ng tin, chia s\u1ebb d\u1eef li\u1ec7u v\u00e0 t\u01b0\u01a1ng t\u00e1c tr\u1ef1c ti\u1ebfp v\u1edbi Seara. Nh\u1edd \u0111\u00f3, Seara c\u00f3 th\u1ec3 theo d\u00f5i s\u00e1t sao qu\u00e1 tr\u00ecnh s\u1ea3n xu\u1ea5t, \u0111\u1ea3m b\u1ea3o ch\u1ea5t l\u01b0\u1ee3ng s\u1ea3n ph\u1ea9m v\u00e0 n\u00e2ng cao hi\u1ec7u qu\u1ea3 ho\u1ea1t \u0111\u1ed9ng.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">M\u1ed9t trong nh\u1eefng \u0111i\u1ec3m n\u1ed5i b\u1eadt c\u1ee7a SuperAgroTech l\u00e0 kh\u1ea3 n\u0103ng thu th\u1eadp v\u00e0 ph\u00e2n t\u00edch d\u1eef li\u1ec7u t\u1eeb nhi\u1ec1u ngu\u1ed3n kh\u00e1c nhau. B\u1eb1ng c\u00e1ch k\u1ebft n\u1ed1i c\u00e1c c\u1ea3m bi\u1ebfn, thi\u1ebft b\u1ecb gi\u00e1m s\u00e1t v\u00e0 d\u1eef li\u1ec7u \u0111\u1ea7u v\u00e0o t\u1eeb ng\u01b0\u1eddi n\u00f4ng d\u00e2n, n\u1ec1n t\u1ea3ng n\u00e0y cung c\u1ea5p m\u1ed9t c\u00e1i nh\u00ecn to\u00e0n di\u1ec7n v\u1ec1 qu\u00e1 tr\u00ecnh s\u1ea3n xu\u1ea5t, t\u1eeb \u0111\u00f3 gi\u00fap Seara \u0111\u01b0a ra c\u00e1c quy\u1ebft \u0111\u1ecbnh kinh doanh hi\u1ec7u qu\u1ea3 h\u01a1n.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">M\u1ee5c ti\u00eau cu\u1ed1i c\u00f9ng c\u1ee7a Seara l\u00e0 s\u1ed1 h\u00f3a ho\u00e0n to\u00e0n qu\u00e1 tr\u00ecnh s\u1ea3n xu\u1ea5t. V\u1edbi SuperAgroTech, Seara c\u00f3 th\u1ec3 k\u1ebft n\u1ed1i v\u1edbi b\u1ea5t k\u1ef3 nh\u00e0 cung c\u1ea5p n\u00e0o, b\u1ea5t k\u1ec3 v\u1ecb tr\u00ed \u0111\u1ecba l\u00fd, t\u1ea1o ra m\u1ed9t m\u1ea1ng l\u01b0\u1edbi s\u1ea3n xu\u1ea5t b\u1ec1n v\u1eefng v\u00e0 hi\u1ec7u qu\u1ea3.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">C\u1ea3 Paack v\u00e0 Seara \u0111\u1ec1u cho th\u1ea5y t\u1ea7m quan tr\u1ecdng c\u1ee7a vi\u1ec7c x\u00e2y d\u1ef1ng m\u1ed9t n\u1ec1n t\u1ea3ng k\u1ef9 thu\u1eadt s\u1ed1 m\u1ea1nh m\u1ebd \u0111\u1ec3 qu\u1ea3n l\u00fd chu\u1ed7i cung \u1ee9ng. B\u1eb1ng c\u00e1ch t\u1eadn d\u1ee5ng c\u00f4ng ngh\u1ec7, c\u00e1c doanh nghi\u1ec7p kh\u00f4ng ch\u1ec9 c\u1ea3i thi\u1ec7n hi\u1ec7u qu\u1ea3 ho\u1ea1t \u0111\u1ed9ng m\u00e0 c\u00f2n t\u0103ng c\u01b0\u1eddng m\u1ed1i quan h\u1ec7 v\u1edbi \u0111\u1ed1i t\u00e1c v\u00e0 kh\u00e1ch h\u00e0ng.<\/span><\/p>\n<h2><span class=\"ez-toc-section\" id=\"Phan_tich_du_doan\"><\/span><b>Ph\u00e2n t\u00edch d\u1ef1 \u0111o\u00e1n<\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span style=\"font-weight: 400;\">Ph\u00e2n t\u00edch d\u1ef1 \u0111o\u00e1n \u0111ang tr\u1edf th\u00e0nh y\u1ebfu t\u1ed1 c\u1ed1t l\u00f5i trong vi\u1ec7c t\u1ed1i \u01b0u h\u00f3a c\u00e1c chi\u1ebfn l\u01b0\u1ee3c k\u1ef9 thu\u1eadt s\u1ed1, \u0111\u1eb7c bi\u1ec7t trong l\u0129nh v\u1ef1c b\u00e1n l\u1ebb v\u00e0 n\u00f4ng nghi\u1ec7p.<\/span><\/p>\n<p><span style=\"font-weight: 400;\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-20312\" src=\"https:\/\/gcloudvn.com\/wp-content\/uploads\/2024\/10\/Thang-72024-2024-10-21T143047.707.jpg\" alt=\"\" width=\"600\" height=\"375\" srcset=\"https:\/\/gcloudvn.com\/wp-content\/uploads\/2024\/10\/Thang-72024-2024-10-21T143047.707.jpg 600w, https:\/\/gcloudvn.com\/wp-content\/uploads\/2024\/10\/Thang-72024-2024-10-21T143047.707-18x12.jpg 18w\" sizes=\"auto, (max-width: 600px) 100vw, 600px\" \/>V\u1edbi l\u01b0\u1ee3ng d\u1eef li\u1ec7u kh\u1ed5ng l\u1ed3 \u0111\u01b0\u1ee3c thu th\u1eadp, c\u00e1c doanh nghi\u1ec7p nh\u01b0 Home Depot v\u00e0 Seara \u0111ang t\u1eadn d\u1ee5ng s\u1ee9c m\u1ea1nh c\u1ee7a tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (AI) \u0111\u1ec3 ph\u00e2n t\u00edch d\u1eef li\u1ec7u v\u00e0 \u0111\u01b0a ra d\u1ef1 \u0111o\u00e1n ch\u00ednh x\u00e1c. \u0110i\u1ec1u n\u00e0y gi\u00fap h\u1ecd \u0111\u01b0a ra c\u00e1c quy\u1ebft \u0111\u1ecbnh kinh doanh s\u00e1ng su\u1ed1t, t\u1ed1i \u01b0u h\u00f3a chu\u1ed7i cung \u1ee9ng v\u00e0 n\u00e2ng cao tr\u1ea3i nghi\u1ec7m kh\u00e1ch h\u00e0ng.<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Home Depot \u0111\u00e3 th\u00e0nh c\u00f4ng trong vi\u1ec7c \u1ee9ng d\u1ee5ng AI \u0111\u1ec3 d\u1ef1 \u0111o\u00e1n nhu c\u1ea7u c\u1ee7a kh\u00e1ch h\u00e0ng, t\u1eeb \u0111\u00f3 \u0111\u1ec1 xu\u1ea5t c\u00e1c s\u1ea3n ph\u1ea9m thay th\u1ebf ph\u00f9 h\u1ee3p khi h\u00e0ng h\u00f3a h\u1ebft h\u00e0ng. Ngo\u00e0i ra, AI c\u00f2n \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng \u0111\u1ec3 t\u1ed1i \u01b0u h\u00f3a quy tr\u00ecnh v\u1eadn chuy\u1ec3n v\u00e0 qu\u1ea3n l\u00fd kho h\u00e0ng.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Seara \u0111\u00e3 ph\u00e1t tri\u1ec3n n\u1ec1n t\u1ea3ng SuperAgroTech \u0111\u1ec3 theo d\u00f5i v\u00e0 ph\u00e2n t\u00edch d\u1eef li\u1ec7u s\u1ea3n xu\u1ea5t n\u00f4ng nghi\u1ec7p. Nh\u1edd \u0111\u00f3, doanh nghi\u1ec7p n\u00e0y c\u00f3 th\u1ec3 d\u1ef1 \u0111o\u00e1n \u0111\u01b0\u1ee3c c\u00e1c v\u1ea5n \u0111\u1ec1 ti\u1ec1m \u1ea9n, \u0111\u1ea3m b\u1ea3o ch\u1ea5t l\u01b0\u1ee3ng s\u1ea3n ph\u1ea9m v\u00e0 n\u00e2ng cao hi\u1ec7u qu\u1ea3 ho\u1ea1t \u0111\u1ed9ng.<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">Ph\u00e2n t\u00edch d\u1ef1 \u0111o\u00e1n kh\u00f4ng ch\u1ec9 gi\u00fap c\u00e1c doanh nghi\u1ec7p t\u1ed1i \u01b0u h\u00f3a ho\u1ea1t \u0111\u1ed9ng kinh doanh m\u00e0 c\u00f2n \u0111\u00f3ng g\u00f3p v\u00e0o vi\u1ec7c gi\u1ea3i quy\u1ebft c\u00e1c v\u1ea5n \u0111\u1ec1 to\u00e0n c\u1ea7u. Trong b\u1ed1i c\u1ea3nh bi\u1ebfn \u0111\u1ed5i kh\u00ed h\u1eadu v\u00e0 khan hi\u1ebfm ngu\u1ed3n l\u1ef1c, kh\u1ea3 n\u0103ng d\u1ef1 \u0111o\u00e1n v\u00e0 \u1ee9ng ph\u00f3 v\u1edbi c\u00e1c t\u00ecnh hu\u1ed1ng b\u1ea5t ng\u1edd l\u00e0 v\u00f4 c\u00f9ng quan tr\u1ecdng.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">T\u00f3m l\u1ea1i, ph\u00e2n t\u00edch d\u1ef1 \u0111o\u00e1n \u0111ang tr\u1edf th\u00e0nh m\u1ed9t c\u00f4ng c\u1ee5 kh\u00f4ng th\u1ec3 thi\u1ebfu \u0111\u1ed1i v\u1edbi c\u00e1c doanh nghi\u1ec7p trong k\u1ef7 nguy\u00ean s\u1ed1. B\u1eb1ng c\u00e1ch t\u1eadn d\u1ee5ng s\u1ee9c m\u1ea1nh c\u1ee7a d\u1eef li\u1ec7u v\u00e0 AI, c\u00e1c doanh nghi\u1ec7p c\u00f3 th\u1ec3 \u0111\u01b0a ra c\u00e1c quy\u1ebft \u0111\u1ecbnh kinh doanh th\u00f4ng minh h\u01a1n, n\u00e2ng cao hi\u1ec7u qu\u1ea3 ho\u1ea1t \u0111\u1ed9ng v\u00e0 \u0111\u00f3ng g\u00f3p v\u00e0o s\u1ef1 ph\u00e1t tri\u1ec3n b\u1ec1n v\u1eefng.<\/span><\/p>\n<h2><span class=\"ez-toc-section\" id=\"Ket_luan\"><\/span><b>Conclusion<\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span style=\"font-weight: 400;\">Qua b\u00e0i vi\u1ebft tr\u00ean, ta c\u00f3 th\u1ec3 hi\u1ec3u l\u00e0 gi\u1edd \u0111\u00e2y m\u1ecdi th\u1ee9 kh\u00f4ng c\u00f2n l\u00e0 v\u1ea5n \u0111\u1ec1 khi b\u1ea1n x\u00e2y d\u1ef1ng chu\u1ed7i cung \u1ee9ng v\u1edbi d\u1eef li\u1ec7u v\u00e0 AI. Vi\u1ec7c t\u1eadn d\u1ee5ng s\u1ee9c m\u1ea1nh c\u1ee7a d\u1eef li\u1ec7u l\u1edbn v\u00e0 tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o \u0111\u00e3 m\u1edf ra m\u1ed9t k\u1ef7 nguy\u00ean m\u1edbi cho qu\u1ea3n l\u00fd chu\u1ed7i cung \u1ee9ng. Nh\u1edd \u0111\u00f3, c\u00e1c doanh nghi\u1ec7p c\u00f3 th\u1ec3 t\u1ed1i \u01b0u h\u00f3a quy tr\u00ecnh, gi\u1ea3m thi\u1ec3u r\u1ee7i ro, t\u0103ng c\u01b0\u1eddng kh\u1ea3 n\u0103ng d\u1ef1 b\u00e1o v\u00e0 \u0111\u01b0a ra quy\u1ebft \u0111\u1ecbnh kinh doanh ch\u00ednh x\u00e1c h\u01a1n, t\u1eeb \u0111\u00f3 n\u00e2ng cao hi\u1ec7u qu\u1ea3 ho\u1ea1t \u0111\u1ed9ng v\u00e0 c\u1ea1nh tranh tr\u00ean th\u1ecb tr\u01b0\u1eddng.<\/span><\/p>","protected":false},"excerpt":{"rendered":"<p>\u0110\u1ea1i d\u1ecbch COVID-19 \u0111\u00e3 g\u00e2y ra nh\u1eefng bi\u1ebfn \u0111\u1ed9ng ch\u01b0a t\u1eebng c\u00f3 \u0111\u1ed1i v\u1edbi chu\u1ed7i cung \u1ee9ng to\u00e0n c\u1ea7u, \u0111\u1eb7t ra nh\u1eefng th\u00e1ch th\u1ee9c l\u1edbn cho ng\u00e0nh logistics. Trong b\u1ed1i c\u1ea3nh \u0111\u00f3, tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (AI) \u0111\u00e3 n\u1ed5i l\u00ean&hellip;<\/p>","protected":false},"author":2,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"inline_featured_image":false,"footnotes":""},"categories":[1],"tags":[],"class_list":["post-20309","post","type-post","status-publish","format-standard","hentry","category-kienthuc","entry","no-media"],"_links":{"self":[{"href":"https:\/\/gcloudvn.com\/en\/wp-json\/wp\/v2\/posts\/20309","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/gcloudvn.com\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/gcloudvn.com\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/gcloudvn.com\/en\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/gcloudvn.com\/en\/wp-json\/wp\/v2\/comments?post=20309"}],"version-history":[{"count":0,"href":"https:\/\/gcloudvn.com\/en\/wp-json\/wp\/v2\/posts\/20309\/revisions"}],"wp:attachment":[{"href":"https:\/\/gcloudvn.com\/en\/wp-json\/wp\/v2\/media?parent=20309"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/gcloudvn.com\/en\/wp-json\/wp\/v2\/categories?post=20309"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/gcloudvn.com\/en\/wp-json\/wp\/v2\/tags?post=20309"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}