{"id":26838,"date":"2026-10-20T09:06:17","date_gmt":"2026-10-20T02:06:17","guid":{"rendered":"https:\/\/gcloudvn.com\/?p=26838"},"modified":"2026-10-20T09:25:35","modified_gmt":"2026-10-20T02:25:35","slug":"gemini-at-work-2026-tong-quan-ve-gemini-agent","status":"publish","type":"post","link":"https:\/\/gcloudvn.com\/en\/gemini-at-work-2026-tong-quan-ve-gemini-agent\/","title":{"rendered":"Gemini at Work 2026: Gi\u1edbi thi\u1ec7u t\u1ed5ng quan v\u1ec1 Gemini agent"},"content":{"rendered":"<p><span style=\"font-weight: 400;\"><a href=\"https:\/\/gcloudvn.com\/en\/gemini-at-work-2026-tong-quan-ve-gemini-agent\/attachment\/image_3-max-2100x2100_0cyzwqn\/\" rel=\"attachment wp-att-26842\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-26842\" src=\"https:\/\/gcloudvn.com\/wp-content\/uploads\/2026\/10\/image_3.max-2100x2100_0CYZWqn.jpg\" alt=\"\" width=\"2048\" height=\"1009\" srcset=\"https:\/\/gcloudvn.com\/wp-content\/uploads\/2026\/10\/image_3.max-2100x2100_0CYZWqn.jpg 2048w, https:\/\/gcloudvn.com\/wp-content\/uploads\/2026\/10\/image_3.max-2100x2100_0CYZWqn-768x378.jpg 768w, https:\/\/gcloudvn.com\/wp-content\/uploads\/2026\/10\/image_3.max-2100x2100_0CYZWqn-1536x757.jpg 1536w, https:\/\/gcloudvn.com\/wp-content\/uploads\/2026\/10\/image_3.max-2100x2100_0CYZWqn-18x9.jpg 18w\" sizes=\"auto, (max-width: 2048px) 100vw, 2048px\" \/><\/a>C\u00e1c c\u00f4ng b\u1ed1 quan tr\u1ecdng bao g\u1ed3m:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\"><strong>Gemini \u2013 m\u1ed9t agent th\u1ed1ng nh\u1ea5t:<\/strong> to\u00e0n n\u0103ng cho c\u00f4ng vi\u1ec7c, gi\u00fap gi\u1ea3i \u0111\u00e1p th\u1eafc m\u1eafc, x\u1eed l\u00fd c\u00f4ng vi\u1ec7c tri th\u1ee9c, t\u1ea1o l\u1eadp h\u00ecnh \u1ea3nh\/truy\u1ec1n th\u00f4ng, \u0111\u1ed3ng th\u1eddi tr\u1ef1c ti\u1ebfp vi\u1ebft v\u00e0 th\u1ef1c thi m\u00e3 ngu\u1ed3n.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\"><strong>Ho\u1ea1t \u0111\u1ed9ng tr\u1ef1c ti\u1ebfp trong Google Workspace:<\/strong> Gemini v\u1eadn h\u00e0nh ngay trong Gmail, Drive, Docs, Slides, Sheets, Chat v\u00e0 Calendar, k\u1ebf th\u1eeba tr\u1ecdn v\u1eb9n b\u1ed9 nh\u1edb, k\u1ef9 n\u0103ng v\u00e0 c\u01a1 ch\u1ebf ki\u1ec3m so\u00e1t \u0111\u1ed3ng nh\u1ea5t tr\u00ean m\u1ecdi m\u00f4i tr\u01b0\u1eddng.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\"><strong>C\u00e1c k\u1ef9 n\u0103ng ph\u00e2n t\u00edch v\u00e0 x\u1eed l\u00fd d\u1eef li\u1ec7u m\u1edbi:<\/strong> Cho ph\u00e9p c\u1ea3 \u0111\u1ed9i ng\u0169 k\u1ef9 thu\u1eadt l\u1eabn ng\u01b0\u1eddi d\u00f9ng nghi\u1ec7p v\u1ee5 h\u00e0ng ng\u00e0y \u0111\u1eb7t c\u00e2u h\u1ecfi b\u1eb1ng ng\u00f4n ng\u1eef t\u1ef1 nhi\u00ean \u0111\u1ec3 nh\u1eadn v\u1ec1 th\u00f4ng tin ph\u00e2n t\u00edch v\u1eadn h\u00e0nh h\u1eefu \u00edch ch\u1ec9 trong v\u00e0i ph\u00fat.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\"><strong>Chuy\u00ean m\u00f4n h\u00f3a s\u00e2u theo ng\u00e0nh:<\/strong> B\u1ed5 sung c\u00e1c c\u00f4ng c\u1ee5, k\u1ef9 n\u0103ng, \u0111\u1ea7u n\u1ed1i t\u00edch h\u1ee3p v\u00e0 tri th\u1ee9c chuy\u00ean bi\u1ec7t cho c\u00e1c kh\u1ed1i ng\u00e0nh d\u1ecbch v\u1ee5 t\u00e0i ch\u00ednh v\u00e0 ph\u00e1p l\u00fd.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\"><strong>C\u01a1 ch\u1ebf b\u1ea3o m\u1eadt v\u00e0 qu\u1ea3n tr\u1ecb agent:<\/strong> Thi\u1ebft l\u1eadp qu\u1ea3n tr\u1ecb th\u00f4ng qua \u0111\u1ecbnh danh, ch\u00ednh s\u00e1ch truy c\u1eadp, ph\u00e2n quy\u1ec1n, m\u00f4i tr\u01b0\u1eddng sandbox b\u1ea3o m\u1eadt v\u00e0 c\u1ed5ng k\u1ebft n\u1ed1i m\u1ea1ng Agent Gateway.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\"><strong>Kh\u1ea3 n\u0103ng ki\u1ec3m so\u00e1t chi ph\u00ed h\u00e0ng \u0111\u1ea7u:<\/strong> \u1ee8ng d\u1ee5ng \u0111i\u1ec1u ph\u1ed1i \u0111a m\u00f4 h\u00ecnh (multi-model orchestration), \u0111\u1ecbnh tuy\u1ebfn th\u00f4ng minh (Smart Routing) v\u00e0 h\u1ea1n m\u1ee9c chi ti\u00eau theo th\u1eddi gian th\u1ef1c.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\"><strong>C\u00e1c tr\u01b0\u1eddng h\u1ee3p kh\u00e1ch h\u00e0ng th\u1ef1c t\u1ebf:<\/strong> Minh ch\u1ee9ng cho quy m\u00f4 v\u00e0 chi\u1ec1u s\u00e2u \u1ee9ng d\u1ee5ng c\u1ee7a c\u00e1c t\u1ed5 ch\u1ee9c tr\u00ean ph\u1ea1m vi to\u00e0n c\u1ea7u.<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">Mang nh\u1eefng c\u00f4ng ngh\u1ec7 t\u00e2n ti\u1ebfn nh\u1ea5t \u0111\u1ebfn v\u1edbi kh\u00e1ch h\u00e0ng l\u00e0 t\u00f4n ch\u1ec9 v\u1eadn h\u00e0nh t\u1ea1i Google Cloud. Trong n\u0103m qua, g\u1ea7n 500 kh\u00e1ch h\u00e0ng Google Cloud \u0111\u00e3 x\u1eed l\u00fd h\u01a1n m\u1ed9t ngh\u00ecn t\u1ef7 tokens m\u1ed7i \u0111\u01a1n v\u1ecb. Hi\u1ec7n nay, g\u1ea7n 80% kh\u00e1ch h\u00e0ng Google Cloud \u0111ang s\u1eed d\u1ee5ng c\u00e1c s\u1ea3n ph\u1ea9m tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o c\u1ee7a Google, v\u00e0 g\u1ea7n 90% doanh nghi\u1ec7p thu\u1ed9c danh s\u00e1ch Fortune 100 \u0111\u00e3 \u1ee9ng d\u1ee5ng <a href=\"https:\/\/gcloudvn.com\/en\/gemini-enterprise\/\">Gemini Enterprise<\/a>.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u1ede quy m\u00f4 n\u00e0y, c\u00e1c t\u1ed5 ch\u1ee9c kh\u00f4ng c\u00f2n d\u1eebng l\u1ea1i \u1edf b\u01b0\u1edbc th\u1eed nghi\u1ec7m m\u00e0 \u0111\u00e3 ch\u00ednh th\u1ee9c v\u1eadn h\u00e0nh ho\u1ea1t \u0111\u1ed9ng kinh doanh c\u1ed1t l\u00f5i tr\u00ean n\u1ec1n t\u1ea3ng AI. M\u1ecdi c\u00f4ng vi\u1ec7c hi\u1ec7n nay \u0111\u1ec1u c\u00f3 th\u1ec3 b\u1eaft \u0111\u1ea7u ngay t\u1eeb khung l\u1ec7nh prompt. \u0110\u1ec3 \u0111\u00e1p \u1ee9ng nhu c\u1ea7u \u0111\u00f3, Google c\u00f4ng b\u1ed1 Gemini agent: m\u1ed9t agent th\u1ed1ng nh\u1ea5t, to\u00e0n n\u0103ng cho c\u00f4ng vi\u1ec7c c\u1ee7a b\u1ea1n.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Gemini agent n\u1eafm b\u1eaft to\u00e0n b\u1ed9 ng\u1eef c\u1ea3nh kinh doanh c\u1ee7a doanh nghi\u1ec7p v\u00e0 c\u00f3 th\u1ec3 x\u1eed l\u00fd m\u1ecdi t\u00e1c v\u1ee5 t\u1eeb nghi\u00ean c\u1ee9u tri th\u1ee9c, tr\u1ea3 l\u1eddi c\u00e2u h\u1ecfi, s\u00e1ng t\u1ea1o n\u1ed9i dung cho \u0111\u1ebfn l\u1eadp tr\u00ecnh ph\u1ea7n m\u1ec1m, t\u1ea5t c\u1ea3 ch\u1ec9 th\u00f4ng qua m\u1ed9t khung nh\u1eadp l\u1ec7nh duy nh\u1ea5t. H\u1ec7 th\u1ed1ng t\u1ef1 l\u1eadp k\u1ebf ho\u1ea1ch c\u00f4ng vi\u1ec7c, v\u1eadn d\u1ee5ng k\u1ef9 n\u0103ng v\u00e0 c\u00f4ng c\u1ee5, k\u1ebft n\u1ed1i v\u00e0o c\u00e1c h\u1ec7 th\u1ed1ng d\u1eef li\u1ec7u s\u1eb5n c\u00f3 v\u00e0 tr\u1ea3 v\u1ec1 k\u1ebft qu\u1ea3 ho\u00e0n ch\u1ec9nh ngay trong t\u00e0i li\u1ec7u, h\u00f2m th\u01b0 ho\u1eb7c m\u00f4i tr\u01b0\u1eddng ph\u00e1t tri\u1ec3n quen thu\u1ed9c c\u1ee7a b\u1ea1n. H\u1ec7 th\u1ed1ng t\u1ef1 \u0111\u1ed9ng l\u1ef1a ch\u1ecdn m\u00f4 h\u00ecnh t\u1ed1i \u01b0u cho t\u1eebng t\u00e1c v\u1ee5, t\u00edch h\u1ee3p s\u1eb5n c\u01a1 ch\u1ebf ki\u1ec3m so\u00e1t chi ph\u00ed v\u00e0 \u0111\u1ea3m b\u1ea3o c\u00e1c ti\u00eau chu\u1ea9n nghi\u00eam ng\u1eb7t nh\u1ea5t v\u1ec1 an to\u00e0n, qu\u1ea3n tr\u1ecb v\u00e0 ki\u1ec3m so\u00e1t n\u1ed9i b\u1ed9 c\u1ee7a doanh nghi\u1ec7p.<\/span><\/p>\n<p><a href=\"https:\/\/gcloudvn.com\/en\/gemini-at-work-2026-tong-quan-ve-gemini-agent\/attachment\/gemini-max-2000x2000\/\" rel=\"attachment wp-att-26840\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-26840\" src=\"https:\/\/gcloudvn.com\/wp-content\/uploads\/2026\/10\/Gemini.max-2000x2000-1.png\" alt=\"\" width=\"1999\" height=\"1125\" srcset=\"https:\/\/gcloudvn.com\/wp-content\/uploads\/2026\/10\/Gemini.max-2000x2000-1.png 1999w, https:\/\/gcloudvn.com\/wp-content\/uploads\/2026\/10\/Gemini.max-2000x2000-1-768x432.png 768w, https:\/\/gcloudvn.com\/wp-content\/uploads\/2026\/10\/Gemini.max-2000x2000-1-1536x864.png 1536w, https:\/\/gcloudvn.com\/wp-content\/uploads\/2026\/10\/Gemini.max-2000x2000-1-18x10.png 18w\" sizes=\"auto, (max-width: 1999px) 100vw, 1999px\" \/><\/a><\/p>\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_88 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\/gemini-at-work-2026-tong-quan-ve-gemini-agent\/#Gioi_thieu_Gemini_agent\" >Gi\u1edbi thi\u1ec7u Gemini agent<\/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\/gemini-at-work-2026-tong-quan-ve-gemini-agent\/#Van_hanh_Gemini_Ky_nang_cong_cu_va_ngu_canh\" >V\u1eadn h\u00e0nh Gemini: K\u1ef9 n\u0103ng, c\u00f4ng c\u1ee5 v\u00e0 ng\u1eef c\u1ea3nh<\/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\/gemini-at-work-2026-tong-quan-ve-gemini-agent\/#Gemini_in_Google_Workspace\" >Gemini in Google Workspace<\/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\/gemini-at-work-2026-tong-quan-ve-gemini-agent\/#Phan_tich_du_lieu_ky_thuat_du_lieu_va_hoc_may\" >Ph\u00e2n t\u00edch d\u1eef li\u1ec7u, k\u1ef9 thu\u1eadt d\u1eef li\u1ec7u v\u00e0 h\u1ecdc m\u00e1y<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/gcloudvn.com\/en\/gemini-at-work-2026-tong-quan-ve-gemini-agent\/#Chuyen_mon_hoa_sau_theo_nganh\" >Chuy\u00ean m\u00f4n h\u00f3a s\u00e2u theo ng\u00e0nh<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/gcloudvn.com\/en\/gemini-at-work-2026-tong-quan-ve-gemini-agent\/#Bao_mat_va_quan_tri_agent\" >B\u1ea3o m\u1eadt v\u00e0 qu\u1ea3n tr\u1ecb agent<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/gcloudvn.com\/en\/gemini-at-work-2026-tong-quan-ve-gemini-agent\/#Kiem_soat_chi_phi_va_cac_tuy_chon_chi_tieu_hang_dau\" >Ki\u1ec3m so\u00e1t chi ph\u00ed v\u00e0 c\u00e1c t\u00f9y ch\u1ecdn chi ti\u00eau h\u00e0ng \u0111\u1ea7u<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/gcloudvn.com\/en\/gemini-at-work-2026-tong-quan-ve-gemini-agent\/#Co_so_Ha_tang_phan_cung_Toi_uu_chi_phi_%E2%80%93_hieu_nang_vuot_troi_hon_80\" >C\u01a1 s\u1edf H\u1ea1 t\u1ea7ng ph\u1ea7n c\u1ee9ng: T\u1ed1i \u01b0u chi ph\u00ed &#8211; hi\u1ec7u n\u0103ng v\u01b0\u1ee3t tr\u1ed9i h\u01a1n 80%<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/gcloudvn.com\/en\/gemini-at-work-2026-tong-quan-ve-gemini-agent\/#Tang_cuong_suc_manh_tu_he_sinh_thai_Google_Cloud\" >T\u0103ng c\u01b0\u1eddng s\u1ee9c m\u1ea1nh t\u1eeb h\u1ec7 sinh th\u00e1i Google Cloud<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-10\" href=\"https:\/\/gcloudvn.com\/en\/gemini-at-work-2026-tong-quan-ve-gemini-agent\/#Case_Study_Gemini_Enterprise_Dong_luc_tang_truong_toan_cau\" >Case Study Gemini Enterprise: \u0110\u1ed9ng l\u1ef1c t\u0103ng tr\u01b0\u1edfng to\u00e0n c\u1ea7u<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-11\" href=\"https:\/\/gcloudvn.com\/en\/gemini-at-work-2026-tong-quan-ve-gemini-agent\/#Khu_vuc_chau_Au_va_Trung_Dong\" >Khu v\u1ef1c ch\u00e2u \u00c2u v\u00e0 Trung \u0110\u00f4ng<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-12\" href=\"https:\/\/gcloudvn.com\/en\/gemini-at-work-2026-tong-quan-ve-gemini-agent\/#Khu_vuc_chau_A_%E2%80%93_Thai_Binh_Duong_APAC\" >Khu v\u1ef1c ch\u00e2u \u00c1 &#8211; Th\u00e1i B\u00ecnh D\u01b0\u01a1ng (APAC)<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-13\" href=\"https:\/\/gcloudvn.com\/en\/gemini-at-work-2026-tong-quan-ve-gemini-agent\/#Khu_vuc_My_Latinh_LATAM\" >Khu v\u1ef1c M\u1ef9 Latinh (LATAM)<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-14\" href=\"https:\/\/gcloudvn.com\/en\/gemini-at-work-2026-tong-quan-ve-gemini-agent\/#Khu_vuc_Bac_My\" >Khu v\u1ef1c B\u1eafc M\u1ef9<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-15\" href=\"https:\/\/gcloudvn.com\/en\/gemini-at-work-2026-tong-quan-ve-gemini-agent\/#Ba_cam_ket_cua_Google_danh_cho_doanh_nghiep\" >Ba cam k\u1ebft c\u1ee7a Google d\u00e0nh cho doanh nghi\u1ec7p<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-16\" href=\"https:\/\/gcloudvn.com\/en\/gemini-at-work-2026-tong-quan-ve-gemini-agent\/#Dong_hanh_cung_Gimasys_de_hien_thuc_hoa_giai_phap_Gemini_tai_Viet_Nam\" >\u0110\u1ed3ng h\u00e0nh c\u00f9ng Gimasys \u0111\u1ec3 hi\u1ec7n th\u1ef1c h\u00f3a gi\u1ea3i ph\u00e1p Gemini t\u1ea1i Vi\u1ec7t Nam<\/a><\/li><\/ul><\/nav><\/div>\n<h2><span class=\"ez-toc-section\" id=\"Gioi_thieu_Gemini_agent\"><\/span><b>Gi\u1edbi thi\u1ec7u Gemini agent<\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span style=\"font-weight: 400;\">Gemini gi\u1ea3i \u0111\u00e1p th\u1eafc m\u1eafc, x\u1eed l\u00fd c\u00f4ng vi\u1ec7c tri th\u1ee9c, t\u1ea1o d\u1ef1ng h\u00ecnh \u1ea3nh\/truy\u1ec1n th\u00f4ng, \u0111\u1ed3ng th\u1eddi vi\u1ebft v\u00e0 ch\u1ea1y m\u00e3 ngu\u1ed3n th\u00f4ng qua m\u1ed9t agent duy nh\u1ea5t v\u00e0 m\u1ed9t API th\u1ed1ng nh\u1ea5t. Thay v\u00ec ph\u1ea3i ch\u1ec9 d\u1eabn t\u1eebng thao t\u00e1c th\u1ee7 c\u00f4ng, b\u1ea1n ch\u1ec9 c\u1ea7n giao m\u1ee5c ti\u00eau cu\u1ed1i c\u00f9ng v\u00e0 nh\u1eadn l\u1ea1i k\u1ebft qu\u1ea3 ho\u00e0n ch\u1ec9nh. \u0110\u1ec3 th\u1ef1c hi\u1ec7n \u0111\u01b0\u1ee3c \u0111i\u1ec1u n\u00e0y, agent \u0111\u01b0\u1ee3c k\u1ebft n\u1ed1i tr\u1ef1c ti\u1ebfp v\u1edbi quy tr\u00ecnh l\u00e0m vi\u1ec7c c\u00e1 nh\u00e2n, h\u1ec7 th\u1ed1ng d\u1eef li\u1ec7u doanh nghi\u1ec7p v\u00e0 c\u00e1c ch\u00ednh s\u00e1ch ki\u1ec3m so\u00e1t n\u1ed9i b\u1ed9.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Gemini c\u00f3 th\u1ec3 \u0111\u00f3ng vai tr\u00f2 nh\u01b0 m\u1ed9t tr\u1ee3 l\u00fd c\u00e1 nh\u00e2n ho\u1eb7c m\u1ed9t th\u00e0nh vi\u00ean trong nh\u00f3m, l\u00e0m vi\u1ec7c \u0111\u1ea1i di\u1ec7n cho m\u1ed9t t\u1eadp th\u1ec3 (nh\u01b0 qu\u1ea3n l\u00fd d\u1ef1 \u00e1n trong ph\u00f2ng ban) ho\u1eb7c \u0111\u1ea3m nhi\u1ec7m m\u1ed9t ch\u1ee9c danh c\u1ee5 th\u1ec3 (nh\u01b0 chuy\u00ean vi\u00ean ph\u00e2n t\u00edch t\u00e0i ch\u00ednh). Kh\u1ea3 n\u0103ng t\u1ef1 ch\u1ee7 c\u1ee7a Gemini \u0111\u01b0\u1ee3c x\u00e2y d\u1ef1ng tr\u00ean c\u00e1c nguy\u00ean t\u1eafc ki\u1ebfn tr\u00fac c\u1ed1t l\u00f5i:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Agent h\u1ee3p nh\u1ea5t (Unified agent):<\/b><span style=\"font-weight: 400;\"> Gemini l\u00e0 m\u1ed9t agent duy nh\u1ea5t c\u00f3 th\u1ec3 tr\u1ea3 l\u1eddi c\u00e2u h\u1ecfi khi tr\u00f2 chuy\u1ec7n, ch\u1ee7 \u0111\u1ed9ng l\u00e0m vi\u1ec7c \u0111\u1ec3 ho\u00e0n th\u00e0nh c\u00e1c m\u1ee5c ti\u00eau \u0111\u01b0\u1ee3c giao v\u00e0 t\u1ea1o m\u00e3 ngu\u1ed3n tr\u00ean c\u00f9ng m\u1ed9t giao di\u1ec7n. B\u1ea1n c\u00f3 th\u1ec3 ph\u00e2n c\u00f4ng c\u00f4ng vi\u1ec7c, \u0111\u1eb7t l\u1ecbch tr\u00ecnh cho c\u00e1c t\u00e1c v\u1ee5 c\u1ea7n th\u1ef1c hi\u1ec7n ho\u1eb7c c\u1ea5u h\u00ecnh \u0111\u1ec3 agent ph\u1ea3n h\u1ed3i t\u1ef1 \u0111\u1ed9ng theo c\u00e1c s\u1ef1 ki\u1ec7n k\u00edch ho\u1ea1t.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Kh\u1ea3 n\u0103ng ti\u1ebfp c\u1eadn m\u1ecdi n\u01a1i (Omnipresent access):<\/b><span style=\"font-weight: 400;\"> Gemini ho\u1ea1t \u0111\u1ed9ng linh ho\u1ea1t tr\u00ean m\u1ecdi thi\u1ebft b\u1ecb (n\u1ec1n t\u1ea3ng web, di \u0111\u1ed9ng iOS v\u00e0 Android, m\u00e1y t\u00ednh Windows v\u00e0 Mac) v\u00e0 m\u1ecdi k\u00eanh li\u00ean l\u1ea1c (d\u00f2ng l\u1ec7nh command line, Google Workspace, Microsoft 365, Slack). H\u1ec7 th\u1ed1ng c\u0169ng c\u00f3 th\u1ec3 t\u00edch h\u1ee3p v\u00e0o c\u00e1c \u1ee9ng d\u1ee5ng b\u00ean th\u1ee9 ba v\u00e0 v\u1eadn h\u00e0nh nh\u01b0 m\u1ed9t headless agent \u0111\u1ed9c l\u1eadp, kh\u00f4ng ph\u1ee5 thu\u1ed9c v\u00e0o giao di\u1ec7n ng\u01b0\u1eddi d\u00f9ng chuy\u00ean bi\u1ec7t.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Th\u1ef1c thi b\u1ec1n b\u1ec9 (Persistent execution):<\/b><span style=\"font-weight: 400;\"> V\u1eadn h\u00e0nh ho\u00e0n to\u00e0n tr\u00ean \u0111\u00e1m m\u00e2y, Gemini duy tr\u00ec m\u1ed9t kh\u1ed1i b\u1ed9 nh\u1edb, ng\u1eef c\u1ea3nh v\u00e0 bi\u1ec3u \u0111\u1ed3 c\u00e1 nh\u00e2n h\u00f3a nh\u1ea5t qu\u00e1n tr\u00ean m\u1ecdi thi\u1ebft b\u1ecb v\u00e0 k\u00eanh truy c\u1eadp. B\u1ea1n kh\u00f4ng c\u1ea7n ph\u1ea3i t\u00f3m t\u1eaft l\u1ea1i th\u00f4ng tin t\u1eeb \u0111\u1ea7u hay b\u0103n kho\u0103n c\u00f4ng vi\u1ec7c \u0111ang ch\u1ea1y tr\u00ean m\u00e1y t\u00ednh n\u00e0o. C\u00e1c nhi\u1ec7m v\u1ee5 k\u00e9o d\u00e0i nhi\u1ec1u gi\u1edd ho\u1eb7c nhi\u1ec1u ng\u00e0y v\u1eabn ti\u1ebfp t\u1ee5c ch\u1ea1y ng\u1ea7m ngay c\u1ea3 khi b\u1ea1n \u0111\u00e3 g\u1eadp m\u00e1y t\u00ednh x\u00e1ch tay, v\u00e0 to\u00e0n b\u1ed9 ti\u1ebfn \u0111\u1ed9 v\u1eabn \u0111\u01b0\u1ee3c b\u1ea3o to\u00e0n khi b\u1ea1n quay tr\u1edf l\u1ea1i.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\u0110i\u1ec1u ph\u1ed1i \u0111a agent (Multi-agent orchestration):<\/b><span style=\"font-weight: 400;\"> Gemini kh\u00f4ng ho\u1ea1t \u0111\u1ed9ng \u0111\u01a1n l\u1ebb. H\u1ec7 th\u1ed1ng c\u00f3 th\u1ec3 ch\u1ee7 \u0111\u1ed9ng t\u1ea1o ra danh s\u00e1ch c\u00e1c sub-agent (agent ph\u1ee5 t\u1ea1m th\u1eddi ph\u1ee5c v\u1ee5 t\u1eebng t\u00e1c v\u1ee5 c\u1ee5 th\u1ec3, m\u1ed7i sub-agent s\u1edf h\u1eefu \u0111\u1ecbnh danh ri\u00eang) \u0111\u1ec3 x\u1eed l\u00fd c\u00e1c c\u00f4ng vi\u1ec7c nhi\u1ec1u b\u01b0\u1edbc ph\u1ee9c t\u1ea1p. Gemini giao ti\u1ebfp v\u1edbi c\u00e1c sub-agent n\u00e0y \u0111\u1ec3 \u0111i\u1ec1u ph\u1ed1i lu\u1ed3ng c\u00f4ng vi\u1ec7c tu\u1ea7n t\u1ef1 ho\u1eb7c song song trong nhi\u1ec1u gi\u1edd ho\u1eb7c nhi\u1ec1u ng\u00e0y. Ngo\u00e0i ra, Gemini c\u00f3 th\u1ec3 \u0111\u00f3ng vai tr\u00f2 nh\u01b0 m\u1ed9t \u0111\u1ed3ng nghi\u1ec7p s\u1ed1 (coworker agent) v\u1edbi vai tr\u00f2 c\u1ed1 \u0111\u1ecbnh, hi\u1ec7n di\u1ec7n xuy\u00ean su\u1ed1t qua c\u00e1c phi\u00ean l\u00e0m vi\u1ec7c v\u00e0 \u0111\u1ea3m nhi\u1ec7m nhi\u1ec1u tr\u00e1ch nhi\u1ec7m bi\u1ebfn \u0111\u1ed5i. C\u00e1c coworker agent s\u1edf h\u1eefu \u0111\u1ecbnh danh ri\u00eang v\u1edbi \u0111\u1ecba ch\u1ec9 th\u01b0 \u0111i\u1ec7n t\u1eed n\u1ed9i b\u1ed9 d\u1ea1ng @agents.company.com, c\u00f3 v\u00f9ng l\u01b0u tr\u1eef ri\u00eang v\u00e0 ch\u1ec9 truy c\u1eadp v\u00e0o \u0111\u00fang ph\u1ea1m vi ng\u1eef c\u1ea3nh m\u00e0 b\u1ea1n ho\u1eb7c \u0111\u1ed3ng nghi\u1ec7p c\u1ea5p quy\u1ec1n.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Th\u1ea5u hi\u1ec3u ng\u1eef c\u1ea3nh s\u00e2u s\u1eafc (Deeply contextual):<\/b><span style=\"font-weight: 400;\"> Gemini ti\u1ebfp nh\u1eadn c\u00f4ng vi\u1ec7c v\u1edbi s\u1ef1 am hi\u1ec3u s\u1eb5n c\u00f3 v\u1ec1 c\u00e1c c\u00f4ng c\u1ee5, d\u1eef li\u1ec7u v\u00e0 l\u1ecbch s\u1eed l\u00e0m vi\u1ec7c c\u1ee7a b\u1ea1n. Th\u00f4ng qua t\u1eebng c\u00e2u h\u1ecfi, t\u1eebng m\u1ee5c ti\u00eau ph\u00e2n c\u00f4ng hay m\u1ed7i l\u1ea7n t\u1ea1o m\u00e3 ngu\u1ed3n, Gemini li\u00ean t\u1ee5c h\u1ecdc h\u1ecfi t\u1eeb c\u00e1c t\u01b0\u01a1ng t\u00e1c. \u0110\u1ed9i ng\u0169 l\u00e0m vi\u1ec7c c\u00f3 th\u1ec3 t\u1ea1o c\u00e1c d\u1ef1 \u00e1n ri\u00eang bi\u1ec7t \u0111\u1ec3 t\u1ed1i \u01b0u h\u00f3a ng\u1eef c\u1ea3nh, k\u1ef9 n\u0103ng v\u00e0 c\u00f4ng c\u1ee5 m\u00e0 Gemini s\u1eed d\u1ee5ng khi ph\u1ed1i h\u1ee3p c\u00f9ng nh\u00e2n s\u1ef1.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Linh ho\u1ea1t l\u1ef1a ch\u1ecdn m\u00f4 h\u00ecnh (Model choice flexibility):<\/b><span style=\"font-weight: 400;\"> Gemini l\u00e0 t\u1ea7ng giao di\u1ec7n agent, trong khi m\u00f4 h\u00ecnh n\u1ec1n t\u1ea3ng b\u00ean d\u01b0\u1edbi l\u00e0 s\u1ef1 l\u1ef1a ch\u1ecdn linh ho\u1ea1t. H\u1ec7 th\u1ed1ng v\u1eadn h\u00e0nh t\u1eebng c\u00f4ng vi\u1ec7c tr\u00ean m\u00f4 h\u00ecnh ph\u00f9 h\u1ee3p nh\u1ea5t: \u0111i\u1ec1u ph\u1ed1i gi\u1eefa d\u00f2ng m\u00f4 h\u00ecnh Gemini c\u1ee7a Google, d\u00f2ng m\u00f4 h\u00ecnh Claude c\u1ee7a Anthropic, c\u0169ng nh\u01b0 c\u00e1c m\u00f4 h\u00ecnh ngu\u1ed3n m\u1edf v\u00e0 \u0111\u1ed9c quy\u1ec1n ti\u00ean ti\u1ebfn kh\u00e1c trong t\u01b0\u01a1ng lai, nh\u1eb1m \u0111\u1ea3m b\u1ea3o ch\u1ea5t l\u01b0\u1ee3ng t\u1ed1i \u01b0u v\u00e0 ti\u1ebft ki\u1ec7m chi ph\u00ed. M\u00f4 h\u00ecnh t\u1ed1t nh\u1ea5t cho m\u1ed9t t\u00e1c v\u1ee5 kh\u00f4ng nh\u1ea5t thi\u1ebft ph\u1ea3i l\u00e0 m\u00f4 h\u00ecnh c\u00f3 quy m\u00f4 l\u1edbn nh\u1ea5t. Vi\u1ec7c gh\u00e9p n\u1ed1i \u0111\u00fang m\u00f4 h\u00ecnh cho t\u1eebng t\u00ednh ch\u1ea5t c\u00f4ng vi\u1ec7c gi\u00fap t\u0103ng \u0111\u1ed9 ch\u00ednh x\u00e1c \u1edf c\u00e1c b\u00e0i to\u00e1n h\u00f3c b\u00faa v\u00e0 gi\u1ea3m m\u1ea1nh chi ph\u00ed \u1edf c\u00e1c t\u00e1c v\u1ee5 \u0111\u01a1n gi\u1ea3n.<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">Nhi\u1ec1u kh\u00e1ch h\u00e0ng h\u00e0ng \u0111\u1ea7u th\u1ebf gi\u1edbi \u0111\u00e3 s\u1edbm th\u1eed nghi\u1ec7m v\u00e0 ghi nh\u1eadn k\u1ebft qu\u1ea3 th\u1ef1c t\u1ebf: Th\u01b0\u01a1ng hi\u1ec7u th\u1eddi trang th\u1ec3 thao On \u1ee9ng d\u1ee5ng kh\u1ea3 n\u0103ng l\u1ef1a ch\u1ecdn m\u00f4 h\u00ecnh linh ho\u1ea1t \u0111\u1ec3 r\u00fat ng\u1eafn th\u1eddi gian \u0111\u01b0a s\u1ea3n ph\u1ea9m ra th\u1ecb tr\u01b0\u1eddng. Shopify k\u1ebft h\u1ee3p nhi\u1ec1u m\u00f4 h\u00ecnh h\u00e0ng \u0111\u1ea7u \u0111\u1ec3 ph\u1ee5c v\u1ee5 h\u00e0ng tri\u1ec7u nh\u00e0 b\u00e1n h\u00e0ng khai m\u1edf d\u1eef li\u1ec7u v\u00e0 t\u0103ng tr\u01b0\u1edfng doanh thu. PayPal \u0111i\u1ec1u ph\u1ed1i h\u01a1n 10 tri\u1ec7u y\u00eau c\u1ea7u \u0111a m\u00f4 h\u00ecnh m\u1ed7i tu\u1ea7n qua h\u1ec7 th\u1ed1ng.<\/span><\/p>\n<h2><span class=\"ez-toc-section\" id=\"Van_hanh_Gemini_Ky_nang_cong_cu_va_ngu_canh\"><\/span><b>V\u1eadn h\u00e0nh Gemini: K\u1ef9 n\u0103ng, c\u00f4ng c\u1ee5 v\u00e0 ng\u1eef c\u1ea3nh<\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span style=\"font-weight: 400;\"><a href=\"https:\/\/gcloudvn.com\/en\/gemini-ai\/\">Gemini<\/a> th\u1ea5u hi\u1ec3u b\u1ea3n ch\u1ea5t ho\u1ea1t \u0111\u1ed9ng kinh doanh c\u1ee7a doanh nghi\u1ec7p, t\u1eeb ch\u00ednh s\u00e1ch gi\u00e1, danh m\u1ee5c s\u1ea3n ph\u1ea9m cho \u0111\u1ebfn v\u0103n h\u00f3a ph\u00f2ng ban v\u00e0 ngu\u1ed3n tri th\u1ee9c n\u1ed9i b\u1ed9. Ba n\u0103ng l\u1ef1c c\u1ed1t l\u00f5i t\u1ea1o n\u00ean s\u1ee9c m\u1ea1nh n\u00e0y bao g\u1ed3m:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>C\u00f4ng c\u1ee5 v\u00e0 kho l\u01b0u tr\u1eef c\u00f4ng c\u1ee5 (Tools and tools registry):<\/b><span style=\"font-weight: 400;\"> Gemini k\u1ebft n\u1ed1i an to\u00e0n v\u1edbi c\u00e1c ph\u1ea7n m\u1ec1m doanh nghi\u1ec7p \u0111ang v\u1eadn h\u00e0nh, bao g\u1ed3m c\u00e1c c\u00f4ng c\u1ee5 c\u1ed9ng t\u00e1c (Confluence, Microsoft Office, Teams, Slack, Workspace); c\u00f4ng c\u1ee5 ph\u00e1t tri\u1ec3n (Git, Jira); n\u1ec1n t\u1ea3ng qu\u1ea3n tr\u1ecb doanh nghi\u1ec7p (Salesforce, ServiceNow); c\u01a1 s\u1edf d\u1eef li\u1ec7u (BigQuery, Databricks, Postgres, Snowflake); v\u00e0 t\u1ec7p tin tr\u00ean m\u00e1y t\u00ednh c\u00e1 nh\u00e2n. H\u1ec7 th\u1ed1ng c\u0169ng t\u01b0\u01a1ng t\u00e1c b\u1ea3o m\u1eadt v\u1edbi b\u1ea5t k\u1ef3 m\u00e1y ch\u1ee7 Model Context Protocol (MCP) n\u00e0o trong ho\u1eb7c ngo\u00e0i m\u1ea1ng n\u1ed9i b\u1ed9. Ngo\u00e0i ra, kho c\u00f4ng c\u1ee5 doanh nghi\u1ec7p cho ph\u00e9p c\u00e1c ph\u00f2ng ban t\u1ef1 x\u00e2y d\u1ef1ng v\u00e0 chia s\u1ebb c\u00f4ng c\u1ee5 d\u00f9ng chung cho to\u00e0n b\u1ed9 t\u1ed5 ch\u1ee9c.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>K\u1ef9 n\u0103ng v\u00e0 kho k\u1ef9 n\u0103ng (Skills and skills registry):<\/b><span style=\"font-weight: 400;\"> K\u1ef9 n\u0103ng l\u00e0 c\u00e1c t\u1eadp h\u1ee3p ch\u1ec9 d\u1eabn, tri th\u1ee9c ho\u1eb7c lu\u1ed3ng c\u00f4ng vi\u1ec7c t\u00e1i s\u1eed d\u1ee5ng \u0111\u01b0\u1ee3c l\u01b0u tr\u1eef d\u01b0\u1edbi d\u1ea1ng prompt m\u00f4-\u0111un h\u00f3a, gi\u00fap hu\u1ea5n luy\u1ec7n agent th\u1ef1c hi\u1ec7n c\u00e1c t\u00e1c v\u1ee5 ph\u1ee9c t\u1ea1p nhi\u1ec1u b\u01b0\u1edbc. Gemini cung c\u1ea5p s\u1eb5n m\u1ed9t th\u01b0 vi\u1ec7n k\u1ef9 n\u0103ng ti\u00eau chu\u1ea9n to\u00e0n c\u1ea7u. C\u00e1c \u0111\u1ed9i ng\u0169 c\u00f3 th\u1ec3 x\u00e2y d\u1ef1ng v\u00e0 ph\u00e1t h\u00e0nh k\u1ef9 n\u0103ng t\u00f9y ch\u1ec9nh v\u00e0o kho d\u00f9ng chung c\u1ee7a doanh nghi\u1ec7p, ho\u1eb7c ng\u01b0\u1eddi d\u00f9ng c\u00f3 th\u1ec3 t\u1ef1 t\u1ea1o k\u1ef9 n\u0103ng c\u00e1 nh\u00e2n. Gemini t\u1ef1 \u0111\u1ed9ng l\u1ef1a ch\u1ecdn k\u1ef9 n\u0103ng v\u00e0 c\u00f4ng c\u1ee5 chu\u1ea9n x\u00e1c cho t\u1eebng t\u00e1c v\u1ee5, li\u00ean t\u1ee5c h\u1ecdc h\u1ecfi sau m\u1ed7i l\u1ea7n th\u1ef1c thi \u0111\u1ec3 t\u0103ng t\u00ednh chu\u1ea9n x\u00e1c v\u00e0 ti\u1ebft ki\u1ec7m chi ph\u00ed tokens.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Ng\u1eef c\u1ea3nh v\u00e0 b\u1ed9 nh\u1edb (Context and memory):<\/b><span style=\"font-weight: 400;\"> Gemini ti\u1ebfp thu tri th\u1ee9c t\u1eeb m\u1ed7i c\u00e2u h\u1ecfi, m\u1ed7i m\u1ee5c ti\u00eau \u0111\u01b0\u1ee3c ph\u00e2n c\u00f4ng v\u00e0 t\u1eebng \u0111\u1ed1i t\u00e1c l\u00e0m vi\u1ec7c c\u00f9ng b\u1ea1n, k\u1ebft h\u1ee3p ng\u1eef c\u1ea3nh c\u00e1 nh\u00e2n l\u1eabn t\u1ed5 ch\u1ee9c \u0111\u1ec3 t\u1ed1i \u01b0u ch\u1ea5t l\u01b0\u1ee3ng ph\u1ea3n h\u1ed3i. H\u1ec7 th\u1ed1ng duy tr\u00ec 4 t\u1ea7ng b\u1ed9 nh\u1edb chuy\u00ean bi\u1ec7t:<\/span>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"2\"><i><span style=\"font-weight: 400;\">B\u1ed9 nh\u1edb phi\u00ean (Session memory):<\/span><\/i><span style=\"font-weight: 400;\"> L\u01b0u tr\u1eef ti\u1ebfn \u0111\u1ed9 c\u1ee7a t\u00e1c v\u1ee5 \u0111ang x\u1eed l\u00fd, k\u1ec3 c\u1ea3 khi t\u00e1c v\u1ee5 k\u00e9o d\u00e0i nhi\u1ec1u ng\u00e0y.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"2\"><i><span style=\"font-weight: 400;\">B\u1ed9 nh\u1edb ng\u1eef ngh\u0129a (Semantic memory):<\/span><\/i><span style=\"font-weight: 400;\"> C\u01a1 s\u1edf tri th\u1ee9c c\u00f3 c\u1ea5u tr\u00fac \u0111\u01b0\u1ee3c x\u00e2y d\u1ef1ng trong qu\u00e1 tr\u00ecnh \u0111\u1ecdc t\u00e0i li\u1ec7u, trao \u0111\u1ed5i th\u00f4ng tin v\u00e0 t\u01b0\u01a1ng t\u00e1c v\u1edbi c\u00e1c agent kh\u00e1c.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"2\"><i><span style=\"font-weight: 400;\">B\u1ed9 nh\u1edb th\u1ee7 t\u1ee5c (Procedural memory):<\/span><\/i><span style=\"font-weight: 400;\"> Ghi nh\u1edb c\u00e1ch th\u1ee9c tri\u1ec3n khai m\u1ed9t c\u00f4ng vi\u1ec7c, bao g\u1ed3m c\u00e1c k\u1ef9 n\u0103ng m\u00e0 agent t\u1ef1 \u0111\u00fac k\u1ebft cho b\u1ea3n th\u00e2n.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"2\"><i><span style=\"font-weight: 400;\">B\u1ed9 nh\u1edb t\u00ecnh ti\u1ebft (Episodic memory):<\/span><\/i><span style=\"font-weight: 400;\"> L\u01b0u tr\u1eef to\u00e0n b\u1ed9 l\u1ecbch s\u1eed c\u00e1c c\u00f4ng vi\u1ec7c \u0111\u00e3 t\u1eebng th\u1ef1c hi\u1ec7n tr\u01b0\u1edbc \u0111\u00f3.<\/span><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">C\u00e1c t\u1ed5 ch\u1ee9c \u0111\u1ea1t \u0111\u01b0\u1ee3c hi\u1ec7u qu\u1ea3 v\u01b0\u1ee3t b\u1eadc khi tri\u1ec3n khai Gemini Enterprise g\u1ed3m:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>BNP Paribas:<\/b><span style=\"font-weight: 400;\"> Doanh nghi\u1ec7p t\u00e0i ch\u00ednh h\u00e0ng \u0111\u1ea7u ch\u00e2u \u00c2u tri\u1ec3n khai Gemini Enterprise v\u00e0o LLM@CIB \u2013 tr\u1ee3 l\u00fd AI n\u1ed9i b\u1ed9 ph\u1ee5c v\u1ee5 h\u01a1n 65.000 nh\u00e2n vi\u00ean, t\u1ed1i \u01b0u h\u00f3a c\u00e1c quy tr\u00ecnh l\u1eadp h\u1ed3 s\u01a1 t\u00edn d\u1ee5ng v\u00e0 n\u00e2ng cao n\u0103ng su\u1ea5t t\u01b0 v\u1ea5n kh\u00e1ch h\u00e0ng trong khi v\u1eabn duy tr\u00ec chu\u1ea9n m\u1ef1c b\u1ea3o m\u1eadt doanh nghi\u1ec7p nghi\u00eam ng\u1eb7t.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Bradesco:<\/b><span style=\"font-weight: 400;\"> T\u1eadp \u0111o\u00e0n t\u00e0i ch\u00ednh v\u00e0 ng\u00e2n h\u00e0ng l\u1edbn t\u1ea1i Brazil \u1ee9ng d\u1ee5ng Gemini Enterprise \u0111\u1ec3 t\u1ef1 \u0111\u1ed9ng h\u00f3a vi\u1ec7c ph\u00e2n t\u00edch t\u00e0i kh\u00f3a, k\u1ebf to\u00e1n v\u00e0 h\u1ee3p \u0111\u1ed3ng. \u0110\u1ed9i ng\u0169 t\u00e0i ch\u00ednh r\u00fat ng\u1eafn th\u1eddi gian r\u00e0 so\u00e1t t\u00e0i li\u1ec7u t\u1eeb 1 gi\u1edd xu\u1ed1ng c\u00f2n 5 ph\u00fat, gi\u1ea3m 60% sai s\u00f3t r\u1ee7i ro v\u00e0 \u0111\u1ea1t hi\u1ec7u qu\u1ea3 t\u00e0i ch\u00ednh h\u01a1n 10%.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Merck:<\/b><span style=\"font-weight: 400;\"> M\u1edf r\u1ed9ng nghi\u00ean c\u1ee9u ph\u00e2n t\u1eed v\u1edbi kh\u1ea3 n\u0103ng r\u00fat ng\u1eafn \u0111\u00e1ng k\u1ec3 ti\u1ebfn \u0111\u1ed9 kh\u00e1m ph\u00e1 khoa h\u1ecdc trong khi v\u1eabn b\u1ea3o \u0111\u1ea3m an to\u00e0n d\u1eef li\u1ec7u tuy\u1ec7t \u0111\u1ed1i.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Orange Spain:<\/b><span style=\"font-weight: 400;\"> Tri\u1ec3n khai h\u01a1n 1.000 agent t\u00f9y ch\u1ec9nh x\u00e2y d\u1ef1ng tr\u00ean Gemini Enterprise cho nh\u00e2n s\u1ef1 thu\u1ed9c c\u00e1c kh\u1ed1i HR, IT, kinh doanh v\u00e0 ch\u0103m s\u00f3c kh\u00e1ch h\u00e0ng nh\u1eb1m t\u1ef1 \u0111\u1ed9ng h\u00f3a vi\u1ec7c ph\u00e2n lo\u1ea1i s\u1ef1 c\u1ed1 m\u1ea1ng v\u00e0 tra c\u1ee9u tri th\u1ee9c n\u1ed9i b\u1ed9, lo\u1ea1i b\u1ecf ho\u00e0n to\u00e0n t\u00ecnh tr\u1ea1ng t\u1eafc ngh\u1ebdn ph\u1ee5 thu\u1ed9c v\u00e0o b\u1ed9 ph\u1eadn IT.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Santee Cooper:<\/b><span style=\"font-weight: 400;\"> \u0110\u01a1n v\u1ecb d\u1ecbch v\u1ee5 \u0111i\u1ec7n n\u01b0\u1edbc c\u00f4ng c\u1ed9ng t\u1ea1i bang South Carolina hi\u1ec7n \u0111\u1ea1i h\u00f3a k\u1ebf ho\u1ea1ch t\u00e0i ch\u00ednh v\u00e0 \u0111\u1ed9 tin c\u1eady l\u01b0\u1edbi \u0111i\u1ec7n b\u1eb1ng m\u00f4 h\u00ecnh chuy\u00ean bi\u1ec7t h\u00f3a t\u1eeb Gemini Enterprise, t\u0103ng t\u1ed1c \u0111\u1ed9 m\u00f4 ph\u1ecfng k\u1ecbch b\u1ea3n t\u00e0i ch\u00ednh l\u00ean t\u1edbi 75% tr\u00ean ng\u00e2n s\u00e1ch ph\u00e1t tri\u1ec3n l\u01b0\u1edbi \u0111i\u1ec7n 10 t\u1ef7 USD.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>SOMPO:<\/b><span style=\"font-weight: 400;\"> Doanh nghi\u1ec7p b\u1ea3o hi\u1ec3m Nh\u1eadt B\u1ea3n thi\u1ebft l\u1eadp h\u01a1n 10.000 AI agent ph\u1ee5c v\u1ee5 34.000 nh\u00e2n vi\u00ean \u0111\u1ec3 t\u1ef1 \u0111\u1ed9ng h\u00f3a tra c\u1ee9u v\u00e0 t\u00f3m t\u1eaft v\u0103n b\u1ea3n; r\u00fat ng\u1eafn th\u1eddi gian ph\u00e1t tri\u1ec3n m\u00f4 h\u00ecnh m\u1edbi t\u1eeb m\u1ed9t tu\u1ea7n xu\u1ed1ng c\u00f2n \u0111\u00fang m\u1ed9t ng\u00e0y.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Ulta Beauty:<\/b><span style=\"font-weight: 400;\"> Tri\u1ec3n khai tr\u1ee3 l\u00fd mua s\u1eafm Ulta AI h\u1ed7 tr\u1ee3 kh\u00e1ch h\u00e0ng t\u00ecm ki\u1ebfm tr\u00ean danh m\u1ee5c 30.000 s\u1ea3n ph\u1ea9m, gi\u00fap t\u0103ng g\u1ea5p ba l\u1ea7n t\u1ef7 l\u1ec7 chuy\u1ec3n \u0111\u1ed5i b\u00e1n h\u00e0ng s\u1ed1 nh\u1edd kh\u1ea3 n\u0103ng t\u01b0 v\u1ea5n b\u1eb1ng ng\u00f4n ng\u1eef t\u1ef1 nhi\u00ean thay v\u00ec b\u1ed9 l\u1ecdc t\u00ecm ki\u1ebfm truy\u1ec1n th\u1ed1ng.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Wesfarmers:<\/b><span style=\"font-weight: 400;\"> T\u1eadp \u0111o\u00e0n b\u00e1n l\u1ebb s\u1edf h\u1eefu Bunnings, Kmart v\u00e0 Officeworks t\u1ea1i \u00dac tri\u1ec3n khai h\u1ec7 th\u1ed1ng agent di\u1ec7n r\u1ed9ng. Agent n\u1ed9i b\u1ed9 t\u1ea1i Bunnings ti\u1ebft ki\u1ec7m 500.000 gi\u1edd l\u00e0m vi\u1ec7c h\u00e0nh ch\u00ednh cho nh\u00e2n vi\u00ean, trong khi c\u00e1c shopping agent gi\u00fap t\u0103ng t\u1ef7 l\u1ec7 chuy\u1ec3n \u0111\u1ed5i l\u00ean g\u1ea5p ba l\u1ea7n t\u1ea1i Kmart v\u00e0 Officeworks.<\/span><\/li>\n<\/ul>\n<p><a href=\"https:\/\/gcloudvn.com\/en\/gemini-at-work-2026-tong-quan-ve-gemini-agent\/attachment\/geminin_enterprise_customers-max-2000x2000\/\" rel=\"attachment wp-att-26839\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-26839\" src=\"https:\/\/gcloudvn.com\/wp-content\/uploads\/2026\/10\/Geminin_enterprise_customers.max-2000x2000-1.png\" alt=\"\" width=\"1999\" height=\"1125\" srcset=\"https:\/\/gcloudvn.com\/wp-content\/uploads\/2026\/10\/Geminin_enterprise_customers.max-2000x2000-1.png 1999w, https:\/\/gcloudvn.com\/wp-content\/uploads\/2026\/10\/Geminin_enterprise_customers.max-2000x2000-1-768x432.png 768w, https:\/\/gcloudvn.com\/wp-content\/uploads\/2026\/10\/Geminin_enterprise_customers.max-2000x2000-1-1536x864.png 1536w, https:\/\/gcloudvn.com\/wp-content\/uploads\/2026\/10\/Geminin_enterprise_customers.max-2000x2000-1-18x10.png 18w\" sizes=\"auto, (max-width: 1999px) 100vw, 1999px\" \/><\/a><\/p>\n<h2><span class=\"ez-toc-section\" id=\"Gemini_in_Google_Workspace\"><\/span><b>Gemini in Google Workspace<\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span style=\"font-weight: 400;\">Gemini kh\u00f4ng ch\u1ec9 gi\u1ea3i \u0111\u00e1p th\u00f4ng tin hay vi\u1ebft m\u00e3 ngu\u1ed3n \u0111\u1ed9c l\u1eadp m\u00e0 c\u00f2n v\u1eadn h\u00e0nh tr\u1ef1c ti\u1ebfp b\u00ean trong <a href=\"https:\/\/gcloudvn.com\/en\/google-workspace\/\">Gmail<\/a>, Drive, Docs, Slides, Sheets, Chat v\u00e0 Calendar, duy tr\u00ec \u0111\u1ed3ng nh\u1ea5t b\u1ed9 nh\u1edb, k\u1ef9 n\u0103ng v\u00e0 ch\u00ednh s\u00e1ch qu\u1ea3n tr\u1ecb. Gemini ho\u1ea1t \u0111\u1ed9ng t\u01b0\u01a1ng t\u00e1c ngay trong chu\u1ed7i email, trong t\u00e0i li\u1ec7u v\u00e0 trong kh\u00f4ng gian tr\u00f2 chuy\u1ec7n th\u00f4ng qua 3 c\u01a1 ch\u1ebf:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Tr\u1ee3 l\u00fd c\u00e1 nh\u00e2n (Personal assistance):<\/b><span style=\"font-weight: 400;\"> Gemini n\u1eafm r\u00f5 l\u1ecbch l\u00e0m vi\u1ec7c, \u0111\u1ed9i ng\u0169 c\u1ed9ng t\u00e1c, c\u00e1c d\u1ef1 \u00e1n hi\u1ec7n h\u00e0nh v\u00e0 m\u1ed1i li\u00ean h\u1ec7 gi\u1eefa c\u00e1c t\u00e0i li\u1ec7u c\u1ee7a b\u1ea1n. V\u00ed d\u1ee5, b\u1ea1n c\u00f3 th\u1ec3 y\u00eau c\u1ea7u Gemini s\u1eafp x\u1ebfp m\u1ed9t cu\u1ed9c h\u1ecdp v\u1edbi nh\u00f3m tr\u01b0\u1edfng d\u1ef1 \u00e1n khu v\u1ef1c v\u00e0o tu\u1ea7n t\u1edbi m\u00e0 kh\u00f4ng c\u1ea7n cung c\u1ea5p b\u1ea5t k\u1ef3 t\u00ean ho\u1eb7c \u0111\u1ecba ch\u1ec9 th\u01b0 \u0111i\u1ec7n t\u1eed n\u00e0o. H\u1ec7 th\u1ed1ng t\u1ef1 x\u00e1c \u0111\u1ecbnh nh\u00e2n s\u1ef1 th\u00f4ng qua danh s\u00e1ch th\u00e0nh vi\u00ean kh\u00f4ng gian tr\u00f2 chuy\u1ec7n v\u00e0 chu\u1ed7i th\u1ea3o lu\u1eadn g\u1ea7n nh\u1ea5t, ki\u1ec3m tra l\u1ecbch bi\u1ec3u v\u00e0 g\u1eedi email \u0111i\u1ec1u ph\u1ed1i th\u1eddi gian ph\u00f9 h\u1ee3p, k\u1ec3 c\u1ea3 v\u1edbi kh\u00e1ch m\u1eddi ngo\u00e0i t\u1ed5 ch\u1ee9c. Gemini c\u0169ng th\u1ef1c hi\u1ec7n m\u01b0\u1ee3t m\u00e0 c\u00e1c t\u00e1c v\u1ee5 li\u00ean \u1ee9ng d\u1ee5ng: nghi\u00ean c\u1ee9u xu h\u01b0\u1edbng th\u1ecb tr\u01b0\u1eddng, d\u1ef1ng m\u00f4 h\u00ecnh t\u00e0i ch\u00ednh tr\u00ean Sheets, sau \u0111\u00f3 thi\u1ebft k\u1ebf b\u1ea3n tr\u00ecnh chi\u1ebfu tr\u00ean Slides m\u00e0 kh\u00f4ng y\u00eau c\u1ea7u b\u1ea1n ph\u1ea3i gi\u1ea3i th\u00edch l\u1ea1i ng\u1eef c\u1ea3nh qua t\u1eebng b\u01b0\u1edbc.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Ch\u1ee7 \u0111\u1ed9ng \u0111\u1ec1 xu\u1ea5t \u1ee7y quy\u1ec1n (Proactive delegation):<\/b><span style=\"font-weight: 400;\"> H\u1ec7 th\u1ed1ng ch\u1ee7 \u0111\u1ed9ng nh\u1eadn di\u1ec7n c\u00e1c c\u00f4ng vi\u1ec7c c\u00f3 th\u1ec3 b\u00e0n giao. N\u1ebfu qu\u1ea3n l\u00fd g\u1eedi email y\u00eau c\u1ea7u b\u1ea3n b\u00e1o c\u00e1o ti\u1ebfn \u0111\u1ed9 d\u01b0\u1edbi d\u1ea1ng trang tr\u00ecnh chi\u1ebfu, Workspace s\u1ebd nh\u1eadn bi\u1ebft \u0111\u00e2y l\u00e0 t\u00e1c v\u1ee5 c\u00f3 th\u1ec3 \u1ee7y quy\u1ec1n v\u00e0 hi\u1ec3n th\u1ecb t\u00f9y ch\u1ecdn m\u1ed9t ch\u1ea1m \u0111\u1ec3 b\u1ea1n b\u00e0n giao cho Gemini. H\u1ec7 th\u1ed1ng \u00e1p d\u1ee5ng c\u01a1 ch\u1ebf suy lu\u1eadn t\u01b0\u01a1ng t\u1ef1 v\u1edbi h\u00f2m th\u01b0, \u01b0u ti\u00ean l\u00e0m n\u1ed5i b\u1eadt c\u00e1c th\u01b0 \u0111i\u1ec7n t\u1eed quan tr\u1ecdng nh\u1ea5t thay v\u00ec ch\u1ec9 s\u1eafp x\u1ebfp theo th\u1eddi gian nh\u1eadn th\u01b0 \u0111\u01a1n thu\u1ea7n, k\u00e8m theo l\u00fd do c\u1ee5 th\u1ec3.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Th\u00e0nh vi\u00ean trong \u0111\u1ed9i ng\u0169 (A member of your team):<\/b><span style=\"font-weight: 400;\"> B\u1ea1n c\u00f3 th\u1ec3 s\u1eed d\u1ee5ng Gemini \u0111\u1ec3 kh\u1edfi t\u1ea1o m\u1ed9t coworker agent ph\u1ee5c v\u1ee5 to\u00e0n b\u1ed9 ph\u00f2ng ban. B\u1ea1n ch\u1ec9 c\u1ea7n m\u00f4 t\u1ea3 vai tr\u00f2 c\u1ea7n thi\u1ebft, Gemini s\u1ebd kh\u1edfi t\u1ea1o agent v\u1edbi t\u00e0i kho\u1ea3n Workspace ri\u00eang (g\u1ed3m \u0111\u1ecba ch\u1ec9 email, l\u1ecbch l\u00e0m vi\u1ec7c, Drive v\u00e0 hi\u1ec3n th\u1ecb trong danh b\u1ea1 c\u00f4ng ty). \u0110\u1ed3ng nghi\u1ec7p l\u00e0m vi\u1ec7c v\u1edbi coworker agent nh\u01b0 m\u1ed9t nh\u00e2n s\u1ef1 th\u1ef1c th\u1ee5 b\u1eb1ng c\u00e1ch th\u00eam v\u00e0o kh\u00f4ng gian Chat ho\u1eb7c g\u1eafn th\u1ebb @mention. V\u00ed d\u1ee5, tr\u01b0\u1edfng nh\u00f3m ti\u1ebfp th\u1ecb c\u00f3 th\u1ec3 y\u00eau c\u1ea7u agent \u0111i\u1ec1u ph\u1ed1i s\u1ef1 ki\u1ec7n so\u1ea1n th\u1ea3o t\u00e0i li\u1ec7u chu\u1ea9n b\u1ecb ra m\u1eaft s\u1ea3n ph\u1ea9m; agent s\u1ebd ph\u1ea3n h\u1ed3i b\u1ea3n th\u1ea3o ho\u00e0n ch\u1ec9nh v\u00e0o nh\u00f3m chat, ho\u1eb7c g\u1ee3i \u00fd ch\u1ec9nh s\u1eeda tr\u1ef1c ti\u1ebfp trong Google Docs v\u1edbi t\u01b0 c\u00e1ch l\u00e0 m\u1ed9t ng\u01b0\u1eddi \u0111\u00f3ng g\u00f3p hi\u1ec3n th\u1ecb r\u00f5 r\u00e0ng trong l\u1ecbch s\u1eed phi\u00ean b\u1ea3n. Coworker agent ho\u1ea1t \u0111\u1ed9ng v\u1edbi danh t\u00ednh \u0111\u1ed9c l\u1eadp, ch\u1ec9 xem \u0111\u01b0\u1ee3c nh\u1eefng d\u1eef li\u1ec7u \u0111\u01b0\u1ee3c chia s\u1ebb v\u00e0 tu\u00e2n th\u1ee7 \u0111\u00fang c\u01a1 ch\u1ebf ph\u00e2n quy\u1ec1n s\u1eb5n c\u00f3 c\u1ee7a nh\u00f3m.<\/span><\/li>\n<\/ul>\n<h2><span class=\"ez-toc-section\" id=\"Phan_tich_du_lieu_ky_thuat_du_lieu_va_hoc_may\"><\/span><b>Ph\u00e2n t\u00edch d\u1eef li\u1ec7u, k\u1ef9 thu\u1eadt d\u1eef li\u1ec7u v\u00e0 h\u1ecdc m\u00e1y<\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span style=\"font-weight: 400;\">D\u1eef li\u1ec7u v\u00e0 ph\u00e2n t\u00edch l\u00e0 n\u1ec1n t\u1ea3ng c\u1ed1t l\u00f5i gi\u00fap Gemini chuy\u1ec3n h\u00f3a c\u00e1c c\u00e2u h\u1ecfi ng\u00f4n ng\u1eef t\u1ef1 nhi\u00ean th\u00e0nh th\u00f4ng tin chi ti\u1ebft ph\u1ee5c v\u1ee5 h\u00e0nh \u0111\u1ed9ng ch\u1ec9 trong v\u00e0i ph\u00fat. <a href=\"https:\/\/gcloudvn.com\/en\/google-cloud-platform\/\">Google Cloud<\/a> gi\u1edbi thi\u1ec7u c\u00e1c t\u00ednh n\u0103ng chuy\u00ean bi\u1ec7t cho c\u1ea3 \u0111\u1ed9i ng\u0169 k\u1ef9 thu\u1eadt l\u1eabn ng\u01b0\u1eddi d\u00f9ng nghi\u1ec7p v\u1ee5:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>D\u00e0nh cho Data engineers v\u00e0 ML engineers:<\/b><span style=\"font-weight: 400;\"> Gemini trang b\u1ecb c\u00e1c c\u00f4ng c\u1ee5 v\u00e0 k\u1ef9 n\u0103ng h\u1ecdc m\u00e1y chuy\u00ean s\u00e2u. K\u1ef9 s\u01b0 ch\u1ec9 c\u1ea7n m\u00f4 t\u1ea3 k\u1ebft qu\u1ea3 mong mu\u1ed1n b\u1eb1ng ng\u00f4n ng\u1eef t\u1ef1 nhi\u00ean, Gemini s\u1ebd t\u1ef1 \u0111\u1ed9ng sinh m\u00e3 ngu\u1ed3n PySpark, cung c\u1ea5p notebook \u0111\u1ec3 ch\u1ec9nh s\u1eeda v\u00e0 ki\u1ec3m th\u1eed, hu\u1ea5n luy\u1ec7n m\u00f4 h\u00ecnh, \u0111\u1ed3ng th\u1eddi t\u1ef1 ph\u00e1t hi\u1ec7n v\u00e0 s\u1eeda l\u1ed7i trong \u0111\u01b0\u1eddng \u1ed1ng d\u1eef li\u1ec7u (pipeline).<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>D\u00e0nh cho ng\u01b0\u1eddi d\u00f9ng nghi\u1ec7p v\u1ee5:<\/b><span style=\"font-weight: 400;\"> M\u1ecdi nh\u00e2n s\u1ef1 trong t\u1ed5 ch\u1ee9c \u0111\u1ec1u c\u00f3 th\u1ec3 t\u1ea1o l\u1eadp b\u00e1o c\u00e1o v\u1eadn h\u00e0nh theo th\u1eddi gian th\u1ef1c ch\u1ec9 b\u1eb1ng c\u00e2u h\u1ecfi th\u00f4ng th\u01b0\u1eddng. Gemini t\u00edch h\u1ee3p k\u1ef9 n\u0103ng b\u00e1o c\u00e1o v\u1eadn h\u00e0nh v\u1edbi BigQuery v\u00e0 Knowledge Catalog \u0111\u1ec3 thi\u1ebft l\u1eadp v\u00e0 l\u01b0u tr\u1eef truy v\u1ea5n. Sau khi l\u01b0u, c\u00e1c nh\u00f3m c\u00f3 th\u1ec3 t\u00e1i ch\u1ea1y b\u00e1o c\u00e1o theo nhu c\u1ea7u m\u00e0 kh\u00f4ng ph\u00e1t sinh th\u00eam chi ph\u00ed tokens, \u0111\u1ea3m b\u1ea3o k\u1ebft qu\u1ea3 lu\u00f4n nh\u1ea5t qu\u00e1n v\u00e0 ch\u00ednh x\u00e1c.<\/span><\/li>\n<\/ul>\n<p><b>Ba n\u0103ng l\u1ef1c h\u1ea1 t\u1ea7ng c\u1ee7a Google Cloud b\u1ea3o \u0111\u1ea3m t\u00ednh x\u00e1c th\u1ef1c cho d\u1eef li\u1ec7u:<\/b><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Knowledge Catalog:<\/b><span style=\"font-weight: 400;\"> Gemini t\u00edch h\u1ee3p tr\u1ef1c ti\u1ebfp v\u1edbi Knowledge Catalog \u0111\u1ec3 \u00e1nh x\u1ea1 c\u00e1c \u0111\u1ecbnh ngh\u0129a kinh doanh m\u1ed9t l\u1ea7n duy nh\u1ea5t cho to\u00e0n b\u1ed9 agent s\u1eed d\u1ee5ng. Vi\u1ec7c th\u1ea5u hi\u1ec3u t\u01b0\u1eddng t\u1eadn c\u1ea5u tr\u00fac d\u1eef li\u1ec7u v\u00e0 quy t\u1eafc nghi\u1ec7p v\u1ee5 (\u0111\u1ed1i v\u1edbi c\u00e1c ch\u1ec9 s\u1ed1 nh\u01b0 &#8220;bi\u00ean l\u1ee3i nhu\u1eadn r\u00f2ng&#8221; hay &#8220;quy m\u00f4 th\u1ecb tr\u01b0\u1eddng m\u1ee5c ti\u00eau&#8221;) gi\u00fap n\u00e2ng cao \u0111\u1ed9 ch\u00ednh x\u00e1c v\u01b0\u1ee3t b\u1eadc. D\u00f9 ch\u1ec9 s\u1ed1 n\u1eb1m t\u1ea1i Databricks, dbt, LookML hay SAP, Gemini \u0111\u1ec1u \u0111\u1ecdc tr\u1ef1c ti\u1ebfp t\u1eeb ngu\u1ed3n l\u01b0u tr\u1eef g\u1ed1c.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Smart Storage:<\/b><span style=\"font-weight: 400;\"> 90% d\u1eef li\u1ec7u doanh nghi\u1ec7p t\u1ed3n t\u1ea1i d\u01b0\u1edbi d\u1ea1ng phi c\u1ea5u tr\u00fac (t\u1ec7p PDF, h\u00ecnh \u1ea3nh, t\u00e0i li\u1ec7u scan, b\u1ea3n ghi \u00e2m). Smart Storage l\u00e0m gi\u00e0u tr\u1ef1c ti\u1ebfp c\u00e1c \u0111\u1ed1i t\u01b0\u1ee3ng phi c\u1ea5u tr\u00fac t\u1ea1i ch\u1ed7 v\u00e0 ghi nh\u1eadn ng\u1eef c\u1ea3nh ngay tr\u00ean ch\u00ednh \u0111\u1ed1i t\u01b0\u1ee3ng \u0111\u00f3. To\u00e0n b\u1ed9 tri th\u1ee9c \u0111\u01b0\u1ee3c l\u01b0u gi\u1eef t\u1ea1i n\u01a1i d\u1eef li\u1ec7u \u0111ang c\u01b0 tr\u00fa v\u00e0 k\u1ebf th\u1eeba nguy\u00ean v\u1eb9n ch\u00ednh s\u00e1ch b\u1ea3o m\u1eadt hi\u1ec7n h\u00e0nh.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Borderless Lakehouse:<\/b><span style=\"font-weight: 400;\"> Doanh nghi\u1ec7p kh\u00f4ng c\u1ea7n ph\u1ea3i sao ch\u00e9p hay d\u1ecbch chuy\u1ec3n d\u1eef li\u1ec7u \u0111\u1ec3 \u1ee9ng d\u1ee5ng tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o. Ki\u1ebfn tr\u00fac Borderless Lakehouse cho ph\u00e9p Gemini truy v\u1ea5n tr\u1ef1c ti\u1ebfp tr\u00ean Amazon S3 v\u00e0 Azure Data Lake m\u00e0 kh\u00f4ng t\u1ed1n ph\u00ed truy\u1ec1n d\u1eef li\u1ec7u ra ngo\u00e0i (egress fees), \u0111\u1ecdc tr\u1ef1c ti\u1ebfp t\u1eeb Salesforce Data 360, SAP, Workday, \u0111\u1ed3ng th\u1eddi li\u00ean k\u1ebft c\u00e1c b\u1ea3ng \u0111\u1ecbnh d\u1ea1ng m\u1edf Apache Iceberg xuy\u00ean su\u1ed1t Databricks Unity, Snowflake Horizon v\u00e0 AWS Glue.<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">Kh\u00e1ch h\u00e0ng ghi nh\u1eadn gi\u00e1 tr\u1ecb th\u1ef1c t\u1ebf t\u1eeb c\u00e1c gi\u1ea3i ph\u00e1p d\u1eef li\u1ec7u n\u00e0y:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Bloomberg Media:<\/b><span style=\"font-weight: 400;\"> N\u00e2ng cao 63% \u0111\u1ed9 ch\u00ednh x\u00e1c c\u1ee7a c\u00e1c truy v\u1ea5n SQL trong giai \u0111o\u1ea1n ph\u00e1t tri\u1ec3n ban \u0111\u1ea7u nh\u1edd g\u1eafn k\u1ebft c\u00e1c data agent v\u00e0o Knowledge Catalog.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Deutsche Telekom:<\/b><span style=\"font-weight: 400;\"> H\u1ee3p nh\u1ea5t h\u1ea1 t\u1ea7ng d\u1eef li\u1ec7u ph\u00e2n m\u1ea3nh t\u1eeb h\u01a1n 40 h\u1ec7 th\u1ed1ng On-premise c\u0169 sang lakehouse tr\u00ean BigQuery, Cloud Storage v\u00e0 Knowledge Catalog, gi\u00fap t\u0103ng t\u1ed1c \u0111\u1ed9 x\u1eed l\u00fd c\u1ee7a \u0111\u1ed9i ng\u0169 l\u00ean 10 l\u1ea7n trong khi \u0111\u00e1p \u1ee9ng \u0111\u1ea7y \u0111\u1ee7 ti\u00eau chu\u1ea9n ch\u1ee7 quy\u1ec1n d\u1eef li\u1ec7u c\u1ee7a ch\u00e2u \u00c2u.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Etsy:<\/b><span style=\"font-weight: 400;\"> Di chuy\u1ec3n 3 petabytes d\u1eef li\u1ec7u l\u00ean h\u1ec7 th\u1ed1ng lakehouse \u0111\u1ed3ng nh\u1ea5t v\u1edbi BigQuery v\u00e0 Apache Iceberg, t\u0103ng t\u1ed1c \u0111\u1ed9 gh\u00e9p n\u1ed1i d\u1eef li\u1ec7u quan tr\u1ecdng l\u00ean t\u1edbi 60% v\u00e0 h\u1ed7 tr\u1ee3 hu\u1ea5n luy\u1ec7n m\u00f4 h\u00ecnh tr\u00ean c\u00e1c t\u1eadp d\u1eef li\u1ec7u l\u1edbn h\u01a1n nhi\u1ec1u l\u1ea7n.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Snap:<\/b><span style=\"font-weight: 400;\"> K\u1ebft n\u1ed1i agent Prism tr\u1ef1c ti\u1ebfp v\u1edbi kho l\u01b0u tr\u1eef, c\u1eaft gi\u1ea3m th\u1eddi gian ch\u1ea9n \u0111o\u00e1n s\u1ef1 c\u1ed1 k\u1ef9 thu\u1eadt t\u1eeb 30 ph\u00fat xu\u1ed1ng ch\u1ec9 c\u00f2n 30 gi\u00e2y.<\/span><\/li>\n<\/ul>\n<h2><span class=\"ez-toc-section\" id=\"Chuyen_mon_hoa_sau_theo_nganh\"><\/span><b>Chuy\u00ean m\u00f4n h\u00f3a s\u00e2u theo ng\u00e0nh<\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span style=\"font-weight: 400;\">M\u1ed7i l\u0129nh v\u1ef1c kinh doanh \u0111\u1ec1u v\u1eadn h\u00e0nh d\u1ef1a tr\u00ean c\u00e1c kh\u1ed1i ki\u1ebfn th\u1ee9c \u0111\u1eb7c th\u00f9 m\u00e0 m\u00f4 h\u00ecnh t\u1ed5ng qu\u00e1t kh\u00f4ng th\u1ec3 bao qu\u00e1t h\u1ebft. Google chuy\u00ean bi\u1ec7t h\u00f3a Gemini v\u1edbi c\u00e1c k\u1ef9 n\u0103ng, c\u00f4ng c\u1ee5 v\u00e0 tri th\u1ee9c cho t\u1eebng ng\u00e0nh, hi\u1ec7n \u0111\u00e3 m\u1edf b\u1ea3n xem tr\u01b0\u1edbc (preview) cho D\u1ecbch v\u1ee5 t\u00e0i ch\u00ednh v\u00e0 Ph\u00e1p l\u00fd, chu\u1ea9n b\u1ecb ra m\u1eaft cho kh\u1ed1i Ch\u00ednh ph\u1ee7, Y t\u1ebf v\u00e0 B\u00e1n l\u1ebb.<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>D\u1ecbch v\u1ee5 t\u00e0i ch\u00ednh (Financial Services):<\/b><span style=\"font-weight: 400;\"> T\u1ef1 \u0111\u1ed9ng h\u00f3a c\u00e1c t\u00e1c v\u1ee5 v\u1ed1n ph\u00e2n m\u1ea3nh tr\u01b0\u1edbc \u0111\u00e2y: nghi\u00ean c\u1ee9u \u0111\u1ea7u t\u01b0, ph\u00e2n t\u00edch t\u00edn d\u1ee5ng v\u00e0 m\u00f4 h\u00ecnh h\u00f3a r\u1ee7i ro. Gemini khai th\u00e1c ngu\u1ed3n d\u1eef li\u1ec7u t\u00e0i ch\u00ednh uy t\u00edn t\u1eeb FactSet, LSEG, S&amp;P Global, b\u00e1o c\u00e1o h\u1ed3 s\u01a1 SEC v\u00e0 c\u01a1 s\u1edf d\u1eef li\u1ec7u n\u1ed9i b\u1ed9 c\u1ee7a doanh nghi\u1ec7p. \u0110\u01b0\u1ee3c x\u00e2y d\u1ef1ng v\u1edbi h\u01a1n 50 k\u1ef9 n\u0103ng n\u1ec1n t\u1ea3ng v\u00e0 tu\u00e2n th\u1ee7 c\u00e1c quy \u0111\u1ecbnh t\u00e0i ch\u00ednh kh\u1eaft khe, h\u1ec7 th\u1ed1ng th\u1ec3 hi\u1ec7n r\u00f5 lu\u1eadn \u0111i\u1ec3m suy lu\u1eadn th\u00f4ng qua \u0111i\u1ec3m s\u1ed1 tin c\u1eady (confidence scores), ph\u01b0\u01a1ng ph\u00e1p lu\u1eadn minh b\u1ea1ch, ph\u1ea3 h\u1ec7 d\u1eef li\u1ec7u (data lineage) ph\u1ee5c v\u1ee5 ki\u1ec3m to\u00e1n v\u00e0 d\u1eabn ngu\u1ed3n \u0111\u1ea7y \u0111\u1ee7. Gi\u1ea3i ph\u00e1p \u0111\u00e3 \u0111\u01b0\u1ee3c tri\u1ec3n khai t\u1ea1i CME Group v\u00e0 Deutsche Bank.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Ng\u00e0nh ph\u00e1p l\u00fd (Legal):<\/b><span style=\"font-weight: 400;\"> Gemini k\u1ebf th\u1eeba quy\u1ec1n truy c\u1eadp c\u1ea5p v\u1ee5 vi\u1ec7c v\u00e0 c\u01a1 ch\u1ebf r\u00e0o c\u1ea3n th\u00f4ng tin (ethical walls) tr\u1ef1c ti\u1ebfp t\u1eeb c\u00e1c n\u1ec1n t\u1ea3ng qu\u1ea3n l\u00fd t\u00e0i li\u1ec7u nh\u01b0 NetDocuments v\u00e0 iManage. C\u00e1c \u0111\u1ed1i t\u00e1c nh\u01b0 Harvey t\u1ef1 \u0111\u1ed9ng h\u00f3a c\u00e1c t\u00e1c v\u1ee5 ph\u00e1p l\u00fd ph\u1ee9c t\u1ea1p theo chu\u1ea9n b\u1ea3o m\u1eadt nghi\u00eam ng\u1eb7t c\u1ee7a c\u00f4ng ty lu\u1eadt; Onit h\u1ee3p l\u00fd h\u00f3a quy tr\u00ecnh qu\u1ea3n l\u00fd v\u00f2ng \u0111\u1eddi h\u1ee3p \u0111\u1ed3ng. H\u00e3ng lu\u1eadt Cooley \u1ee9ng d\u1ee5ng Gemini Enterprise for Legal \u0111\u1ec3 x\u00e2y d\u1ef1ng agent t\u1ef1 \u0111\u1ed9ng r\u00e0 qu\u00e9t v\u00e0 che gi\u1ea5u th\u00f4ng tin m\u1eadt (bao g\u1ed3m d\u1eef li\u1ec7u \u0111\u1ecbnh danh c\u00e1 nh\u00e2n) tr\u01b0\u1edbc khi n\u1ed9p h\u1ed3 s\u01a1 c\u00f4ng khai, gi\u00fap ti\u1ebft ki\u1ec7m nhi\u1ec1u ng\u00e0y r\u00e0 so\u00e1t v\u0103n b\u1ea3n trong c\u00e1c v\u1ee5 ki\u1ec7n ph\u1ee9c t\u1ea1p.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>H\u1ec7 sinh th\u00e1i \u1ee9ng d\u1ee5ng chuy\u00ean s\u00e2u:<\/b><span style=\"font-weight: 400;\"> Deloitte ph\u00e1t tri\u1ec3n gi\u1ea3i ph\u00e1p multi-agent h\u1ed7 tr\u1ee3 doanh nghi\u1ec7p nh\u1eadn di\u1ec7n c\u00e1c c\u01a1 h\u1ed9i \u1ee9ng d\u1ee5ng AI gi\u00e1 tr\u1ecb nh\u1ea5t; m\u00f4 h\u00ecnh Agentic AI blueprint thi\u1ebft l\u1eadp b\u1ea3n \u0111\u1ed3 nhi\u1ec7t v\u1eadn h\u00e0nh, r\u00fat ng\u1eafn th\u1eddi gian tri\u1ec3n khai quy tr\u00ecnh l\u00e0m vi\u1ec7c t\u1ef1 ch\u1ee7 l\u00ean g\u1ea5p 3 l\u1ea7n.<\/span><\/li>\n<\/ul>\n<h2><span class=\"ez-toc-section\" id=\"Bao_mat_va_quan_tri_agent\"><\/span><b>B\u1ea3o m\u1eadt v\u00e0 qu\u1ea3n tr\u1ecb agent<\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span style=\"font-weight: 400;\">Hai y\u1ebfu t\u1ed1 quy\u1ebft \u0111\u1ecbnh s\u1ef1 th\u00e0nh b\u1ea1i khi m\u1edf r\u1ed9ng quy m\u00f4 agent t\u1ea1i doanh nghi\u1ec7p l\u00e0 kh\u1ea3 n\u0103ng qu\u1ea3n tr\u1ecb v\u00e0 chi ph\u00ed v\u1eadn h\u00e0nh. Qu\u1ea3n tr\u1ecb agent gi\u1ea3i quy\u1ebft 4 c\u00e2u h\u1ecfi c\u1ed1t l\u00f5i:<\/span><\/p>\n<ol>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Agent n\u00e0y l\u00e0 ai, s\u1edf h\u1eefu \u0111\u1ecbnh danh n\u00e0o?<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Agent \u0111\u01b0\u1ee3c ph\u00e9p th\u1ef1c hi\u1ec7n nh\u1eefng h\u00e0nh \u0111\u1ed9ng g\u00ec v\u00e0 \u0111\u01b0\u1ee3c c\u1ea5p nh\u1eefng quy\u1ec1n h\u1ea1n n\u00e0o?<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Agent \u0111\u00e3 th\u1ef1c hi\u1ec7n nh\u1eefng thao t\u00e1c g\u00ec v\u00e0 c\u00f3 th\u1ec3 ki\u1ec3m tra nh\u1eadt k\u00fd \u1edf \u0111\u00e2u?<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Nh\u1eefng v\u00f9ng d\u1eef li\u1ec7u n\u00e0o agent tuy\u1ec7t \u0111\u1ed1i kh\u00f4ng bao gi\u1edd \u0111\u01b0\u1ee3c ph\u00e9p ch\u1ea1m t\u1edbi?<\/span><\/li>\n<\/ol>\n<p><span style=\"font-weight: 400;\">C\u00e1c c\u01a1 ch\u1ebf k\u1ef9 thu\u1eadt t\u01b0\u01a1ng \u1ee9ng bao g\u1ed3m:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\u0110\u1ecbnh danh (Identity):<\/b><span style=\"font-weight: 400;\"> M\u1ed7i agent \u0111\u1ec1u \u0111\u01b0\u1ee3c c\u1ea5p m\u1ed9t \u0111\u1ecbnh danh ri\u00eang bi\u1ec7t, \u0111\u01b0\u1ee3c ch\u1ee9ng th\u1ef1c b\u1eb1ng m\u1eadt m\u00e3 h\u1ecdc v\u00e0 qu\u1ea3n tr\u1ecb ch\u1eb7t ch\u1ebd nh\u01b0 m\u1ed9t nh\u00e2n s\u1ef1 ch\u00ednh th\u1ee9c theo nguy\u00ean t\u1eafc \u0111\u1eb7c quy\u1ec1n t\u1ed1i thi\u1ec3u. \u0110\u1ecbnh danh n\u00e0y \u0111\u01b0\u1ee3c ghi nh\u1eadn trong m\u1ecdi nh\u1eadt k\u00fd ho\u1ea1t \u0111\u1ed9ng v\u00e0 g\u1eafn li\u1ec1n v\u1edbi c\u00e1c m\u00e1y \u1ea3o kh\u1edfi t\u1ea1o \u0111\u1ec3 th\u1ef1c thi m\u00e3 ngu\u1ed3n.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>C\u1ea5p quy\u1ec1n v\u00e0 ph\u00e2n quy\u1ec1n (Authorization and permissions):<\/b><span style=\"font-weight: 400;\"> Qu\u1ea3n tr\u1ecb vi\u00ean b\u1ea3o m\u1eadt thi\u1ebft l\u1eadp quy\u1ec1n truy c\u1eadp chi ti\u1ebft d\u1ef1a tr\u00ean vai tr\u00f2 (RBAC). Khi Gemini k\u1ebft n\u1ed1i v\u1edbi h\u1ec7 th\u1ed1ng b\u00ean ngo\u00e0i, \u0111\u1ecbnh danh c\u1ee7a agent \u0111\u01b0\u1ee3c \u00e1nh x\u1ea1 v\u00e0 truy\u1ec1n \u0111i qua c\u00e1c ti\u00eau chu\u1ea9n b\u1ea3o m\u1eadt ng\u00e0nh nh\u01b0 OAuth.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Ki\u1ec3m to\u00e1n (Auditing):<\/b><span style=\"font-weight: 400;\"> M\u1ecdi h\u00e0nh \u0111\u1ed9ng c\u1ee7a Gemini \u0111\u1ec1u \u0111\u01b0\u1ee3c ghi l\u1ea1i trong chu\u1ed7i nh\u1eadt k\u00fd ki\u1ec3m to\u00e1n v\u00e0 quy k\u1ebft tr\u00e1ch nhi\u1ec7m ch\u00ednh x\u00e1c cho agent. Qu\u1ea3n tr\u1ecb vi\u00ean c\u00f3 th\u1ec3 gi\u00e1m s\u00e1t nh\u1eadt k\u00fd theo th\u1eddi gian th\u1ef1c \u0111\u1ec3 ph\u00e1t hi\u1ec7n s\u1edbm c\u00e1c h\u00e0nh vi b\u1ea5t th\u01b0\u1eddng.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Qu\u1ea3n tr\u1ecb ch\u00ednh s\u00e1ch v\u00e0 ki\u1ec3m so\u00e1t (Policy management and control):<\/b><span style=\"font-weight: 400;\"> M\u1ecdi agent Gemini \u0111\u1ec1u th\u1ef1c thi c\u00f4ng vi\u1ec7c an to\u00e0n b\u00ean trong Agent Sandbox v\u1edbi ranh gi\u1edbi m\u1ea1ng c\u00f4 l\u1eadp ri\u00eang bi\u1ec7t. To\u00e0n b\u1ed9 l\u01b0u l\u01b0\u1ee3ng truy c\u1eadp \u0111i v\u00e0o, \u0111i ra v\u00e0 trao \u0111\u1ed5i gi\u1eefa c\u00e1c agent \u0111\u1ec1u b\u1eaft bu\u1ed9c \u0111i qua <\/span><b>Agent Gateway<\/b><span style=\"font-weight: 400;\"> \u2013 b\u1ee9c t\u01b0\u1eddng l\u1eeda m\u1ea1ng AI th\u1ef1c thi ch\u00ednh s\u00e1ch c\u1ee7a t\u1ed5 ch\u1ee9c trong th\u1eddi gian th\u1ef1c. Ch\u00ednh s\u00e1ch ch\u1ec9 c\u1ea7n thi\u1ebft l\u1eadp m\u1ed9t l\u1ea7n duy nh\u1ea5t (v\u00ed d\u1ee5: &#8220;Agent kh\u00f4ng \u0111\u01b0\u1ee3c ph\u00e9p m\u1edf t\u00e0i li\u1ec7u m\u1eadt&#8221;) v\u00e0 s\u1ebd t\u1ef1 \u0111\u1ed9ng \u00e1p d\u1ee5ng \u0111\u1ed3ng b\u1ed9 l\u00ean t\u1ea5t c\u1ea3 c\u00e1c agent trong c\u00f4ng ty.<\/span><\/li>\n<\/ul>\n<h2><span class=\"ez-toc-section\" id=\"Kiem_soat_chi_phi_va_cac_tuy_chon_chi_tieu_hang_dau\"><\/span><b>Ki\u1ec3m so\u00e1t chi ph\u00ed v\u00e0 c\u00e1c t\u00f9y ch\u1ecdn chi ti\u00eau h\u00e0ng \u0111\u1ea7u<\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span style=\"font-weight: 400;\">M\u1eb7c d\u00f9 \u0111\u01a1n gi\u00e1 tr\u00ean m\u1ed7i token \u0111\u00e3 gi\u1ea3m 98% k\u1ec3 t\u1eeb n\u0103m 2024, t\u1ed5ng l\u01b0u l\u01b0\u1ee3ng s\u1eed d\u1ee5ng AI t\u1ea1i doanh nghi\u1ec7p \u0111\u00e3 t\u0103ng tr\u01b0\u1edfng b\u00f9ng n\u1ed5. Google Cloud cung c\u1ea5p c\u00e1c t\u00f9y ch\u1ecdn qu\u1ea3n l\u00fd chi ti\u00eau linh ho\u1ea1t:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\u0110i\u1ec1u ph\u1ed1i \u0111a m\u00f4 h\u00ecnh (Multi-model orchestration):<\/b><span style=\"font-weight: 400;\"> Cho ph\u00e9p k\u1ebft h\u1ee3p linh ho\u1ea1t nhi\u1ec1u m\u00f4 h\u00ecnh kh\u00e1c nhau cho t\u1eebng c\u00f4ng \u0111o\u1ea1n trong m\u1ed9t d\u1ef1 \u00e1n l\u1edbn \u0111\u1ec3 \u0111\u1ea1t hi\u1ec7u qu\u1ea3 cao nh\u1ea5t v\u1edbi chi ph\u00ed th\u1ea5p nh\u1ea5t.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\u0110\u1ecbnh tuy\u1ebfn th\u00f4ng minh (Smart routing):<\/b><span style=\"font-weight: 400;\"> C\u00f4ng c\u1ee5 t\u1ef1 \u0111\u1ed9ng ph\u00e2n lo\u1ea1i kh\u1ed1i l\u01b0\u1ee3ng c\u00f4ng vi\u1ec7c \u0111\u1ec3 chuy\u1ec3n \u0111\u1ebfn m\u00f4 h\u00ecnh mang l\u1ea1i hi\u1ec7u n\u0103ng cao nh\u1ea5t t\u1ea1i m\u1ee9c chi ph\u00ed t\u1ed1i \u01b0u nh\u1ea5t.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>H\u1ea1n m\u1ee9c chi ti\u00eau th\u1eddi gian th\u1ef1c (Real-time spend caps):<\/b><span style=\"font-weight: 400;\"> Thi\u1ebft l\u1eadp tr\u1ea7n chi ph\u00ed c\u1ed1 \u0111\u1ecbnh cho t\u1eebng d\u1ef1 \u00e1n AI trong b\u1ea3ng \u0111i\u1ec1u khi\u1ec3n Cloud Billing Console. N\u1ebfu ch\u1ea1m ng\u01b0\u1ee1ng h\u1ea1n m\u1ee9c, agent c\u1ee7a d\u1ef1 \u00e1n \u0111\u00f3 s\u1ebd t\u1ea1m d\u1eebng v\u00e0 c\u00f3 th\u1ec3 k\u00edch ho\u1ea1t l\u1ea1i b\u1eb1ng m\u1ed9t thao t\u00e1c nh\u1ea5p chu\u1ed9t. Vi\u1ec7c theo d\u00f5i theo t\u1eebng d\u1ef1 \u00e1n gi\u00fap doanh nghi\u1ec7p d\u1ec5 d\u00e0ng ph\u00e2n b\u1ed5 chi ph\u00ed AI v\u1ec1 \u0111\u00fang t\u1eebng ph\u00f2ng ban tr\u1ef1c thu\u1ed9c.<\/span><\/li>\n<\/ul>\n<h2><span class=\"ez-toc-section\" id=\"Co_so_Ha_tang_phan_cung_Toi_uu_chi_phi_%E2%80%93_hieu_nang_vuot_troi_hon_80\"><\/span><b>C\u01a1 s\u1edf H\u1ea1 t\u1ea7ng ph\u1ea7n c\u1ee9ng: T\u1ed1i \u01b0u chi ph\u00ed &#8211; hi\u1ec7u n\u0103ng v\u01b0\u1ee3t tr\u1ed9i h\u01a1n 80%<\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span style=\"font-weight: 400;\">T\u1ea5t c\u1ea3 nh\u1eefng \u0111\u1ed5i m\u1edbi n\u00e0y \u2014 t\u1eeb c\u00e1c t\u00e1c nh\u00e2n (agent), d\u1eef li\u1ec7u, \u0111\u1ecbnh danh cho \u0111\u1ebfn m\u1ecdi th\u00e0nh ph\u1ea7n kh\u00e1c \u2014 \u0111\u1ec1u v\u1eadn h\u00e0nh tr\u00ean n\u1ec1n t\u1ea3ng c\u01a1 s\u1edf h\u1ea1 t\u1ea7ng AI v\u00e0 c\u00e1c m\u00f4 h\u00ecnh c\u1ee7a Google. \u0110\u00e2y ch\u00ednh l\u00e0 y\u1ebfu t\u1ed1 \u0111\u1ea3m b\u1ea3o t\u00ednh kh\u1ea3 thi v\u1ec1 m\u1eb7t kinh t\u1ebf.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Tr\u01b0\u1edbc h\u1ebft l\u00e0 c\u01a1 s\u1edf h\u1ea1 t\u1ea7ng AI. Google \u0111\u1ed3ng thi\u1ebft k\u1ebf c\u00e1c con chip, m\u1ea1ng l\u01b0\u1edbi, trung t\u00e2m d\u1eef li\u1ec7u v\u00e0 ph\u1ea7n m\u1ec1m k\u1ebft n\u1ed1i t\u1ea5t c\u1ea3 l\u1ea1i th\u00e0nh m\u1ed9t h\u1ec7 th\u1ed1ng \u0111\u01b0\u1ee3c t\u1ed1i \u01b0u h\u00f3a cao \u0111\u1ed9 \u2014 g\u1ecdi l\u00e0 AI Hypercomputer (si\u00eau m\u00e1y t\u00ednh AI). S\u1ef1 t\u00edch h\u1ee3p theo chi\u1ec1u d\u1ecdc n\u00e0y mang l\u1ea1i hi\u1ec7u su\u1ea5t tr\u00ean chi ph\u00ed v\u01b0\u1ee3t tr\u1ed9i so v\u1edbi c\u00e1c thi\u1ebft l\u1eadp th\u00f4ng th\u01b0\u1eddng, v\u00e0 Google v\u1eabn \u0111ang kh\u00f4ng ng\u1eebng th\u00fac \u0111\u1ea9y c\u00e1c gi\u1edbi h\u1ea1n c\u00f4ng ngh\u1ec7 trong l\u0129nh v\u1ef1c n\u00e0y. Ch\u1eb3ng h\u1ea1n, h\u1ec7 th\u1ed1ng TPU 8i m\u1edbi nh\u1ea5t \u0111\u00e3i \u0111\u1ea1t hi\u1ec7u su\u1ea5t tr\u00ean chi ph\u00ed t\u1ed1t h\u01a1n 80% so v\u1edbi th\u1ebf h\u1ec7 tr\u01b0\u1edbc, gi\u00fap th\u1ef1c hi\u1ec7n c\u00e1c t\u00e1c v\u1ee5 ph\u1ee9c t\u1ea1p, c\u00f3 gi\u00e1 tr\u1ecb cao m\u1ed9t c\u00e1ch nhanh ch\u00f3ng v\u1edbi chi ph\u00ed v\u00f4 c\u00f9ng h\u1ee3p l\u00fd.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Tr\u00ean n\u1ec1n t\u1ea3ng ph\u1ea7n c\u1ee9ng n\u00e0y l\u00e0 h\u1ec7 sinh th\u00e1i c\u00e1c m\u00f4 h\u00ecnh:\u00a0<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><i><span style=\"font-weight: 400;\">Argon:<\/span><\/i><span style=\"font-weight: 400;\"> D\u00e0nh cho c\u00e1c t\u00e1c v\u1ee5 suy lu\u1eadn s\u00e2u \u0111\u1ec9nh cao (frontier reasoning).<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><i><span style=\"font-weight: 400;\">Flash:<\/span><\/i><span style=\"font-weight: 400;\"> T\u1ed1i \u01b0u cho t\u1ed1c \u0111\u1ed9 v\u00e0 kh\u1ed1i l\u01b0\u1ee3ng x\u1eed l\u00fd l\u1edbn.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><i><span style=\"font-weight: 400;\">Omni:<\/span><\/i><span style=\"font-weight: 400;\"> Chuy\u00ean bi\u1ec7t cho x\u1eed l\u00fd v\u00e0 s\u00e1ng t\u1ea1o \u0111a ph\u01b0\u01a1ng ti\u1ec7n.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><i><span style=\"font-weight: 400;\">Gemma:<\/span><\/i><span style=\"font-weight: 400;\"> D\u00f2ng m\u00f4 h\u00ecnh tr\u1ecdng s\u1ed1 m\u1edf g\u1ecdn nh\u1eb9 ph\u1ee5c v\u1ee5 t\u00e1c v\u1ee5 \u0111i\u1ec7n to\u00e1n bi\u00ean (Edge). Ph\u00f2ng th\u00ed nghi\u1ec7m S\u1ee9c \u0111\u1ea9y Ph\u1ea3n l\u1ef1c c\u1ee7a NASA (NASA JPL) hi\u1ec7n \u0111ang v\u1eadn h\u00e0nh tr\u1ef1c ti\u1ebfp Gemma tr\u00ean v\u1ec7 tinh quay quanh qu\u1ef9 \u0111\u1ea1o Tr\u00e1i \u0110\u1ea5t th\u00f4ng qua ph\u1ea7n m\u1ec1m NAVI \u0111\u1ec3 ph\u00e2n t\u00edch \u1ea3nh \u0111\u1ecba c\u1ea7u v\u00e0 g\u1eedi b\u00e1o c\u00e1o t\u00f3m t\u1eaft v\u1ec1 m\u1eb7t \u0111\u1ea5t.<\/span><\/li>\n<\/ul>\n<h2><span class=\"ez-toc-section\" id=\"Tang_cuong_suc_manh_tu_he_sinh_thai_Google_Cloud\"><\/span><b>T\u0103ng c\u01b0\u1eddng s\u1ee9c m\u1ea1nh t\u1eeb h\u1ec7 sinh th\u00e1i Google Cloud<\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span style=\"font-weight: 400;\">Google cam k\u1ebft duy tr\u00ec s\u1ef1 linh ho\u1ea1t trong vi\u1ec7c l\u1ef1a ch\u1ecdn \u1edf m\u1ecdi t\u1ea7ng c\u1ee7a h\u1ec7 th\u1ed1ng c\u00f4ng ngh\u1ec7, \u0111\u1ea3m b\u1ea3o b\u1ea1n lu\u00f4n c\u00f3 quy\u1ec1n ch\u1ecdn gi\u1ea3i ph\u00e1p ph\u00f9 h\u1ee3p nh\u1ea5t v\u1edbi nhu c\u1ea7u \u0111\u1eb7c th\u00f9 c\u1ee7a m\u00ecnh.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Trong h\u1ec7 sinh th\u00e1i Gemini, b\u1ea1n c\u00f3 th\u1ec3 ti\u1ebfp c\u1eadn \u0111a d\u1ea1ng c\u00e1c t\u00e1c nh\u00e2n t\u1eeb c\u00e1c nh\u00e0 cung c\u1ea5p ph\u1ea7n m\u1ec1m d\u01b0\u1edbi d\u1ea1ng d\u1ecbch v\u1ee5 (SaaS) h\u00e0ng \u0111\u1ea7u, c\u00f9ng v\u1edbi c\u00e1c k\u1ebft n\u1ed1i (connector) s\u1eb5n s\u00e0ng \u0111\u1ec3 s\u1eed d\u1ee5ng. Vi\u1ec7c t\u00ecm ki\u1ebfm c\u00e1c gi\u1ea3i ph\u00e1p n\u00e0y tr\u1edf n\u00ean d\u1ec5 d\u00e0ng h\u01a1n bao gi\u1edd h\u1ebft th\u00f4ng qua c\u00e1c b\u1ed9 s\u01b0u t\u1eadp tr\u00ean c\u00f4ng c\u1ee5 &#8220;AI Solution Finder&#8221; m\u1edbi.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Xung quanh Gemini, h\u1ec7 sinh th\u00e1i d\u1ecbch v\u1ee5 c\u1ee7a Google c\u0169ng \u0111ang m\u1edf r\u1ed9ng nhanh ch\u00f3ng \u0111\u1ec3 \u0111\u00e1p \u1ee9ng nhu c\u1ea7u t\u1eeb c\u00e1c doanh nghi\u1ec7p. Ch\u1ec9 ri\u00eang trong th\u00e1ng v\u1eeba qua, c\u00e1c \u0111\u1ed1i t\u00e1c t\u01b0 v\u1ea5n to\u00e0n c\u1ea7u c\u1ee7a Google \u0111\u00e3 t\u1ed5 ch\u1ee9c c\u00e1c cu\u1ed9c thi l\u1eadp tr\u00ecnh (hackathon) v\u1ec1 Gemini cho h\u01a1n 100.000 l\u1eadp tr\u00ecnh vi\u00ean v\u00e0 chuy\u00ean gia t\u01b0 v\u1ea5n c\u1ee7a h\u1ecd.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Ngo\u00e0i ra, Accenture \u0111\u00e3 th\u1ef1c hi\u1ec7n m\u1ed9t kho\u1ea3n \u0111\u1ea7u t\u01b0 \u0111\u00e1ng k\u1ec3 th\u00f4ng qua vi\u1ec7c th\u00e0nh l\u1eadp &#8220;Gemini Enterprise Business Group&#8221; nh\u1eb1m \u0111\u1ea9y nhanh ti\u1ebfn \u0111\u1ed9 \u1ee9ng d\u1ee5ng cho doanh nghi\u1ec7p. C\u00e1c \u0111\u1ed1i t\u00e1c t\u01b0 v\u1ea5n to\u00e0n c\u1ea7u \u0111\u00e3 \u0111\u00e0o t\u1ea1o h\u01a1n 100.000 chuy\u00ean gia th\u00f4ng qua c\u00e1c ch\u01b0\u01a1ng tr\u00ecnh hackathon v\u00e0 x\u00e2y d\u1ef1ng c\u00e1c trung t\u00e2m \u0111\u1ed5i m\u1edbi xu\u1ea5t s\u1eafc nh\u1eb1m h\u1ed7 tr\u1ee3 kh\u00e1ch h\u00e0ng tri\u1ec3n khai agent tr\u00ean m\u00f4i tr\u01b0\u1eddng th\u1ef1c t\u1ebf nhanh h\u01a1n.<\/span><\/p>\n<h2><span class=\"ez-toc-section\" id=\"Case_Study_Gemini_Enterprise_Dong_luc_tang_truong_toan_cau\"><\/span><b>Case Study Gemini Enterprise: \u0110\u1ed9ng l\u1ef1c t\u0103ng tr\u01b0\u1edfng to\u00e0n c\u1ea7u<\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span style=\"font-weight: 400;\">C\u00e1c t\u1ed5 ch\u1ee9c tr\u00ean kh\u1eafp th\u1ebf gi\u1edbi \u0111ang t\u1ea1o ra nh\u1eefng t\u00e1c \u0111\u1ed9ng \u0111o l\u01b0\u1eddng \u0111\u01b0\u1ee3c:<\/span><\/p>\n<h3><span class=\"ez-toc-section\" id=\"Khu_vuc_chau_Au_va_Trung_Dong\"><\/span><b>Khu v\u1ef1c ch\u00e2u \u00c2u v\u00e0 Trung \u0110\u00f4ng<\/b><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Arden University (Anh):<\/b><span style=\"font-weight: 400;\"> Tri\u1ec3n khai Gemini Enterprise cho h\u01a1n 30.000 sinh vi\u00ean v\u00e0 c\u00e1n b\u1ed9 gi\u1ea3ng vi\u00ean \u0111\u1ec3 c\u00e1 nh\u00e2n h\u00f3a vi\u1ec7c h\u1ecdc t\u1eadp.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Commerzbank (\u0110\u1ee9c):<\/b><span style=\"font-weight: 400;\"> R\u00fat ng\u1eafn th\u1eddi gian th\u1ea9m \u0111\u1ecbnh t\u00e0i li\u1ec7u t\u1eeb 20 gi\u1edd xu\u1ed1ng c\u00f2n 1 gi\u1edd, ti\u1ebfn t\u1edbi x\u00e2y d\u1ef1ng h\u1ec7 th\u1ed1ng multi-agent qu\u1ea3n l\u00fd ch\u1ea5t l\u01b0\u1ee3ng.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Lloyds Banking Group (Anh):<\/b><span style=\"font-weight: 400;\"> \u1ee8ng d\u1ee5ng \u0111\u01b0\u1eddng \u1ed1ng Envoy ch\u1ea1y tr\u00ean Gemini cho g\u1ea7n 1.000 k\u1ef9 s\u01b0 x\u00e2y d\u1ef1ng c\u00e1c gi\u1ea3i ph\u00e1p ph\u00f2ng ch\u1ed1ng gian l\u1eadn v\u00e0 ti\u1ebfp nh\u1eadn kh\u00e1ch h\u00e0ng th\u01b0\u01a1ng m\u1ea1i.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Nokia:<\/b><span style=\"font-weight: 400;\"> \u1ee8ng d\u1ee5ng m\u1ea1ng l\u01b0\u1edbi agent chuy\u00ean bi\u1ec7t gi\u00fap t\u1ef1 \u0111\u1ed9ng h\u00f3a kh\u1eafc ph\u1ee5c s\u1ef1 c\u1ed1 m\u1ea1ng vi\u1ec5n th\u00f4ng, gi\u1ea3m t\u1edbi 80% th\u1eddi gian x\u1eed l\u00fd s\u1ef1 c\u1ed1.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>On (Th\u1ee5y S\u0129):<\/b><span style=\"font-weight: 400;\"> Cung c\u1ea5p c\u00f4ng c\u1ee5 agent kh\u00f4ng c\u1ea7n vi\u1ebft m\u00e3 (no-code) cho to\u00e0n th\u1ec3 nh\u00e2n vi\u00ean ph\u1ee5c v\u1ee5 tr\u00edch xu\u1ea5t tri th\u1ee9c, l\u1eadp b\u00e1o c\u00e1o \u0111i\u1ec1u h\u00e0nh v\u00e0 nghi\u00ean c\u1ee9u th\u1ecb tr\u01b0\u1eddng.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Ooredoo Qatar:<\/b><span style=\"font-weight: 400;\"> \u1ee8ng d\u1ee5ng AI agent trong c\u00e1c b\u1ed9 ph\u1eadn h\u1ed7 tr\u1ee3 kh\u00e1ch h\u00e0ng, ti\u1ebfp th\u1ecb, b\u1ea3o m\u1eadt v\u00e0 v\u1eadn h\u00e0nh k\u1ef9 thu\u1eadt.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Qatar University:<\/b><span style=\"font-weight: 400;\"> V\u1eadn h\u00e0nh h\u01a1n 2.000 agent t\u00f9y ch\u1ec9nh \u0111\u1ec3 hi\u1ec7n \u0111\u1ea1i h\u00f3a quy tr\u00ecnh h\u00e0nh ch\u00ednh v\u00e0 n\u00e2ng cao hi\u1ec7u qu\u1ea3 nghi\u00ean c\u1ee9u h\u1ecdc thu\u1eadt.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Ryanair:<\/b><span style=\"font-weight: 400;\"> Tri\u1ec3n khai Gemini Enterprise v\u00e0 Google Workspace cho 35.000 nh\u00e2n vi\u00ean nh\u1eb1m t\u1ed1i \u01b0u h\u00f3a \u0111i\u1ec1u ph\u1ed1i phi h\u00e0nh \u0111o\u00e0n v\u00e0 c\u1ee7ng c\u1ed1 h\u1ea1 t\u1ea7ng \u0111a \u0111\u00e1m m\u00e2y ph\u1ee5c v\u1ee5 m\u1ee5c ti\u00eau 300 tri\u1ec7u h\u00e0nh kh\u00e1ch v\u00e0o n\u0103m 2034.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Starling Bank (Anh):<\/b><span style=\"font-weight: 400;\"> X\u00e2y d\u1ef1ng c\u00f4ng c\u1ee5 Scam Intelligence gi\u00fap t\u0103ng g\u1ea5p 4 l\u1ea7n t\u1ef7 l\u1ec7 kh\u00e1ch h\u00e0ng ph\u00e1t hi\u1ec7n v\u00e0 h\u1ee7y b\u1ecf c\u00e1c giao d\u1ecbch thanh to\u00e1n l\u1eeba \u0111\u1ea3o.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">C\u00e1c kh\u00e1ch h\u00e0ng ti\u00eau bi\u1ec3u kh\u00e1c: Ng\u00e2n h\u00e0ng Berenberg, nh\u00e0 m\u1ea1ng Bouygues Telecom, n\u1ec1n t\u1ea3ng Lovable v\u00e0 t\u1eadp \u0111o\u00e0n Siemens.<\/span><\/li>\n<\/ul>\n<h3><span class=\"ez-toc-section\" id=\"Khu_vuc_chau_A_%E2%80%93_Thai_Binh_Duong_APAC\"><\/span><b>Khu v\u1ef1c ch\u00e2u \u00c1 &#8211; Th\u00e1i B\u00ecnh D\u01b0\u01a1ng (APAC)<\/b><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Airwallex:<\/b><span style=\"font-weight: 400;\"> R\u00fat ng\u1eafn th\u1eddi gian x\u1eed l\u00fd s\u1ef1 c\u1ed1 kh\u00e1ch h\u00e0ng nhanh h\u01a1n 10 l\u1ea7n, gi\u1ea3m 40% th\u1eddi gian gi\u1ea3i quy\u1ebft tranh ch\u1ea5p v\u00e0 \u0111\u1ea9y nhanh h\u01a1n 95% th\u1eddi gian ra m\u1eaft ph\u1ea7n m\u1ec1m.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>DBS Bank (Singapore):<\/b><span style=\"font-weight: 400;\"> V\u1eadn h\u00e0nh chu\u1ed7i t\u1eeb 70 \u0111\u1ebfn 80 agent chuy\u00ean bi\u1ec7t \u0111\u1ec3 t\u1ed5ng h\u1ee3p th\u00f4ng tin t\u00e0i ch\u00ednh, ph\u00e1p l\u00fd ph\u1ee5c v\u1ee5 l\u1eadp h\u1ed3 s\u01a1 t\u00edn d\u1ee5ng doanh nghi\u1ec7p.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Hitachi:<\/b><span style=\"font-weight: 400;\"> Tri\u1ec3n khai gi\u1ea3i ph\u00e1p AI tr\u00ean n\u1ec1n t\u1ea3ng HMAX cho nh\u00e2n vi\u00ean th\u1ef1c \u0111\u1ecba v\u1edbi h\u01a1n 200 k\u1ecbch b\u1ea3n nghi\u1ec7p v\u1ee5 (nh\u01b0 nh\u1eadn di\u1ec7n h\u00ecnh \u1ea3nh c\u00f4ng c\u1ee5, d\u00e2y c\u00e1p), t\u0103ng 30% n\u0103ng su\u1ea5t l\u00e0m vi\u1ec7c.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>NTT DOCOMO (Nh\u1eadt B\u1ea3n):<\/b><span style=\"font-weight: 400;\"> R\u00fat ng\u1eafn th\u1eddi gian tr\u00edch xu\u1ea5t th\u00f4ng tin chi ti\u1ebft t\u1eeb 2 tu\u1ea7n xu\u1ed1ng t\u1ee9c th\u00ec, ti\u1ebft ki\u1ec7m 450.000 gi\u1edd l\u00e0m vi\u1ec7c m\u1ed7i n\u0103m cho doanh nghi\u1ec7p.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Tata Steel (\u1ea4n \u0110\u1ed9):<\/b><span style=\"font-weight: 400;\"> V\u1eadn h\u00e0nh h\u01a1n 300 AI agent trong 9 th\u00e1ng gi\u00fap t\u0103ng c\u01b0\u1eddng an to\u00e0n s\u1ea3n xu\u1ea5t, t\u1ed1i \u01b0u chu\u1ed7i cung \u1ee9ng v\u00e0 gi\u1ea3m 50% th\u1eddi gian x\u1eed l\u00fd khi\u1ebfu n\u1ea1i c\u1ee7a kh\u00e1ch h\u00e0ng.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Zip (\u00dac):<\/b><span style=\"font-weight: 400;\"> X\u00e2y d\u1ef1ng x\u01b0\u1edfng s\u1ea3n xu\u1ea5t s\u1ea3n ph\u1ea9m AI (AI-Native Product Factory) k\u1ebft n\u1ed1i nghi\u00ean c\u1ee9u kh\u00e1ch h\u00e0ng, thi\u1ebft k\u1ebf, k\u1ef9 thu\u1eadt v\u00e0 t\u00ednh tu\u00e2n th\u1ee7 ph\u00e1p l\u00fd.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">C\u00e1c t\u1ed5 ch\u1ee9c h\u00e0ng \u0111\u1ea7u kh\u00e1c: LG Electronics, Marubeni, Tata Consultancy Services (TCS).<\/span><\/li>\n<\/ul>\n<h3><span class=\"ez-toc-section\" id=\"Khu_vuc_My_Latinh_LATAM\"><\/span><b>Khu v\u1ef1c M\u1ef9 Latinh (LATAM)<\/b><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Banco BV (Brazil):<\/b><span style=\"font-weight: 400;\"> T\u1ef1 \u0111\u1ed9ng so\u1ea1n th\u1ea3o k\u1ecbch b\u1ea3n ch\u0103m s\u00f3c kh\u00e1ch h\u00e0ng c\u00e1 nh\u00e2n h\u00f3a, \u0111\u1ea9y nhanh t\u1ed1c \u0111\u1ed9 t\u01b0\u01a1ng t\u00e1c l\u00ean 80%.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>CNA\/SENAR (Brazil):<\/b><span style=\"font-weight: 400;\"> Tri\u1ec3n khai tr\u1ee3 l\u00fd tr\u00f2 chuy\u1ec7n JoIA tr\u00ean WhatsApp qua Gemini Enterprise cho 40.000 ng\u01b0\u1eddi d\u00f9ng t\u00edch c\u1ef1c, h\u1ed7 tr\u1ee3 5 tri\u1ec7u n\u00f4ng d\u00e2n tra c\u1ee9u th\u1eddi ti\u1ebft v\u00e0 gi\u00e1 n\u00f4ng s\u1ea3n.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Farmacias del Ahorro (Mexico):<\/b><span style=\"font-weight: 400;\"> 1.000 nh\u00e2n vi\u00ean \u1ee9ng d\u1ee5ng gi\u1ea3i ph\u00e1p PotencIA trong c\u00f4ng vi\u1ec7c h\u00e0ng ng\u00e0y, mang l\u1ea1i 140.000 gi\u1edd n\u0103ng su\u1ea5t h\u00e0ng n\u0103m.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Globo (Brazil):<\/b><span style=\"font-weight: 400;\"> \u1ee8ng d\u1ee5ng PlanejaAI gi\u00fap t\u0103ng 33% \u0111\u1ed9 ch\u00ednh x\u00e1c trong l\u1eadp k\u1ebf ho\u1ea1ch ph\u00e1t tri\u1ec3n ph\u1ea7n m\u1ec1m v\u00e0 r\u00fat ng\u1eafn th\u1eddi gian x\u00e1c th\u1ef1c t\u1eeb 20 ph\u00fat xu\u1ed1ng c\u00f2n 6 gi\u00e2y.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Grupo Bafar (Mexico):<\/b><span style=\"font-weight: 400;\"> R\u00fat ng\u1eafn th\u1eddi gian ho\u00e0n t\u1ea5t h\u1ee3p \u0111\u1ed3ng m\u1edf c\u1eeda h\u00e0ng t\u1eeb 140 ph\u00fat xu\u1ed1ng c\u00f2n 17 ph\u00fat cho m\u1ed7i chi nh\u00e1nh.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Laureate Education:<\/b><span style=\"font-weight: 400;\"> Ph\u1ee5c v\u1ee5 g\u1ea7n 500.000 sinh vi\u00ean t\u1ea1i Mexico v\u00e0 Peru th\u00f4ng qua vi\u1ec7c c\u00e1 nh\u00e2n h\u00f3a l\u1ed9 tr\u00ecnh h\u1ecdc t\u1eadp v\u00e0 hi\u1ec7n \u0111\u1ea1i h\u00f3a qu\u1ea3n tr\u1ecb tr\u01b0\u1eddng h\u1ecdc.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">C\u00e1c \u0111\u01a1n v\u1ecb ti\u00eau bi\u1ec3u kh\u00e1c: D\u1ecbch v\u1ee5 giao v\u1eadn iFood, ch\u01b0\u01a1ng tr\u00ecnh kh\u00e1ch h\u00e0ng th\u00e2n thi\u1ebft Livelo, t\u1ed5 ch\u1ee9c d\u1ecbch v\u1ee5 c\u00f4ng SEBRAE, t\u1eadp \u0111o\u00e0n gi\u00e1o d\u1ee5c Yduqs.<\/span><\/li>\n<\/ul>\n<h3><span class=\"ez-toc-section\" id=\"Khu_vuc_Bac_My\"><\/span><b>Khu v\u1ef1c B\u1eafc M\u1ef9<\/b><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Albertsons (M\u1ef9):<\/b><span style=\"font-weight: 400;\"> S\u1eed d\u1ee5ng th\u1ecb gi\u00e1c m\u00e1y t\u00ednh v\u00e0 Gemini \u0111\u1ec3 t\u1ef1 \u0111\u1ed9ng \u0111\u00e1nh gi\u00e1 \u0111\u1ed9 t\u01b0\u01a1i ngon c\u1ee7a n\u00f4ng s\u1ea3n t\u1ea1i trung t\u00e2m ph\u00e2n ph\u1ed1i theo chu\u1ea9n ch\u1ea5t l\u01b0\u1ee3ng \u0111\u1ed3ng nh\u1ea5t.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Avid:<\/b><span style=\"font-weight: 400;\"> T\u00edch h\u1ee3p quy tr\u00ecnh bi\u00ean t\u1eadp v\u00e0 kh\u00e1m ph\u00e1 n\u1ed9i dung t\u1ef1 \u0111\u1ed9ng b\u1eb1ng AI tr\u1ef1c ti\u1ebfp tr\u00ean tr\u00ecnh duy\u1ec7t Google Chrome cho c\u00e1c \u0111\u1ea1o di\u1ec5n v\u00e0 bi\u00ean t\u1eadp vi\u00ean \u0111i\u1ec7n \u1ea3nh.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Constellation Energy:<\/b><span style=\"font-weight: 400;\"> T\u00edch h\u1ee3p lu\u1ed3ng c\u00f4ng vi\u1ec7c agent v\u00e0o s\u1ea3n xu\u1ea5t \u0111i\u1ec7n n\u0103ng, t\u1ed1i \u01b0u h\u00f3a \u0111i\u1ec1u \u0111\u1ed9 t\u00e0i s\u1ea3n v\u00e0 b\u1ea3o v\u1ec7 h\u1ea1 t\u1ea7ng tr\u1ecdng y\u1ebfu.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Honeywell:<\/b><span style=\"font-weight: 400;\"> N\u1ec1n t\u1ea3ng Forge t\u00edch h\u1ee3p kh\u1ea3 n\u0103ng b\u1ea3o tr\u00ec d\u1ef1 \u0111o\u00e1n, gi\u00fap c\u00e1c doanh nghi\u1ec7p c\u00f4ng nghi\u1ec7p h\u1ea1n ch\u1ebf s\u1ef1 c\u1ed1 ng\u1eebng ho\u1ea1t \u0111\u1ed9ng ngo\u00e0i \u00fd mu\u1ed1n.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>PayPal:<\/b><span style=\"font-weight: 400;\"> X\u00e2y d\u1ef1ng n\u1ec1n t\u1ea3ng th\u01b0\u01a1ng m\u1ea1i \u0111i\u1ec7n t\u1eed b\u1eb1ng AI, r\u00fat ng\u1eafn th\u1eddi gian tri\u1ec3n khai m\u00f4 h\u00ecnh m\u1edbi t\u1eeb nhi\u1ec1u tu\u1ea7n xu\u1ed1ng v\u00e0i ph\u00fat.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>The Home Depot:<\/b><span style=\"font-weight: 400;\"> Tr\u1ee3 l\u00fd \u1ea3o Magic Apron x\u1eed l\u00fd cu\u1ed9c g\u1ecdi h\u1ed7 tr\u1ee3 v\u1edbi t\u1ed1c \u0111\u1ed9 nh\u1eadn di\u1ec7n nhu c\u1ea7u kh\u00e1ch h\u00e0ng d\u01b0\u1edbi 10 gi\u00e2y, nhanh h\u01a1n g\u1ea5p 4 l\u1ea7n so v\u1edbi h\u1ec7 th\u1ed1ng c\u0169.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>The RealReal:<\/b><span style=\"font-weight: 400;\"> N\u1ec1n t\u1ea3ng Ask TRR h\u1ed7 tr\u1ee3 t\u00ecm ki\u1ebfm s\u1ea3n ph\u1ea9m xa x\u1ec9 b\u1eb1ng ng\u00f4n ng\u1eef t\u1ef1 nhi\u00ean cho 45 tri\u1ec7u th\u00e0nh vi\u00ean m\u00e0 kh\u00f4ng ph\u1ee5 thu\u1ed9c v\u00e0o b\u1ed9 l\u1ecdc c\u1ee9ng nh\u1eafc.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Verizon:<\/b><span style=\"font-weight: 400;\"> T\u1ef1 \u0111\u1ed9ng gi\u1ea3i quy\u1ebft c\u00e1c cu\u1ed9c g\u1ecdi \u0111\u1ebfn, d\u1ef1 \u0111o\u00e1n b\u1ea5t th\u01b0\u1eddng m\u1ea1ng vi\u1ec5n th\u00f4ng v\u00e0 h\u1ee3p nh\u1ea5t d\u1eef li\u1ec7u ph\u00e2n t\u00e1n th\u00e0nh m\u1ed9t ngu\u1ed3n s\u1ef1 th\u1eadt duy nh\u1ea5t.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Whenere:<\/b><span style=\"font-weight: 400;\"> X\u00e2y d\u1ef1ng th\u1ebf gi\u1edbi 3D t\u01b0\u01a1ng t\u00e1c tr\u00ean n\u1ec1n t\u1ea3ng Dreamlands; m\u1ed9t ngh\u1ec7 s\u0129 c\u00f3 th\u1ec3 t\u1ea1o g\u1ea7n 250 t\u00e0i s\u1ea3n \u0111\u1ed3 h\u1ecda ch\u1ec9 trong m\u1ed9t ng\u00e0y v\u00e0 ho\u00e0n th\u00e0nh m\u1ed9t khu\u00f4n vi\u00ean ki\u1ebfn tr\u00fac l\u1ecbch s\u1eed trong v\u00f2ng ch\u01b0a \u0111\u1ea7y m\u1ed9t tu\u1ea7n.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Y t\u1ebf v\u00e0 khu v\u1ef1c c\u00f4ng:<\/b><span style=\"font-weight: 400;\"> C\u00e1c h\u1ec7 th\u1ed1ng b\u1ec7nh vi\u1ec7n l\u1edbn nh\u01b0 Highmark Health, Seattle Children&#8217;s; ch\u00ednh quy\u1ec1n bang Arizona, bang Missouri; \u0110\u1ea1i h\u1ecdc Bang New York (SUNY); v\u00e0 V\u0103n ph\u00f2ng K\u1ef9 thu\u1eadt s\u1ed1 &amp; AI (CDAO) thu\u1ed9c B\u1ed9 Qu\u1ed1c ph\u00f2ng M\u1ef9 (tri\u1ec3n khai cho 3 tri\u1ec7u nh\u00e2n s\u1ef1 qu\u00e2n s\u1ef1 v\u00e0 d\u00e2n s\u1ef1).<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Doanh nghi\u1ec7p v\u1eeba v\u00e0 nh\u1ecf (SMBs) &amp; Doanh nghi\u1ec7p \u0111\u1ed5i m\u1edbi s\u00e1ng t\u1ea1o:<\/b><span style=\"font-weight: 400;\"> Aerotech, EDSpan Global, Pinch Creative, Every Cure, Harvey, OpenEvidence, Recursion, Replit v\u1edbi m\u1ee9c t\u0103ng tr\u01b0\u1edfng s\u1eed d\u1ee5ng c\u00f4ng c\u1ee5 AI c\u1ee7a Google Cloud \u0111\u1ea1t h\u01a1n 5 l\u1ea7n qua t\u1eebng n\u0103m.<\/span><\/li>\n<\/ul>\n<h2><span class=\"ez-toc-section\" id=\"Ba_cam_ket_cua_Google_danh_cho_doanh_nghiep\"><\/span><b>Ba cam k\u1ebft c\u1ee7a Google d\u00e0nh cho doanh nghi\u1ec7p<\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span style=\"font-weight: 400;\">Khi b\u1ea1n x\u00e2y d\u1ef1ng t\u01b0\u01a1ng lai tr\u00ean n\u1ec1n t\u1ea3ng Gemini, Google cam k\u1ebft ba nguy\u00ean t\u1eafc v\u1eefng ch\u1eafc:<\/span><\/p>\n<ol>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Lo\u1ea1i b\u1ecf m\u1ecdi r\u00e0o c\u1ea3n:<\/b><span style=\"font-weight: 400;\"> Cung c\u1ea5p n\u1ec1n t\u1ea3ng v\u1eadn h\u00e0nh linh ho\u1ea1t trong m\u1ecdi m\u00f4i tr\u01b0\u1eddng, th\u1ef1c thi m\u1ecdi t\u00e1c v\u1ee5, h\u1ed7 tr\u1ee3 t\u1ef1 do l\u1ef1a ch\u1ecdn m\u00f4 h\u00ecnh v\u00e0 \u00e1p d\u1ee5ng c\u00e1c c\u01a1 ch\u1ebf ki\u1ec3m so\u00e1t b\u1ea3o m\u1eadt c\u1ea5p doanh nghi\u1ec7p.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>X\u00f3a b\u1ecf s\u1ef1 ph\u1ee9c t\u1ea1p:<\/b><span style=\"font-weight: 400;\"> Google t\u1ef1 thi\u1ebft k\u1ebf v\u00e0 t\u00edch h\u1ee3p \u0111\u1ed3ng b\u1ed9 to\u00e0n b\u1ed9 ng\u0103n x\u1ebfp c\u00f4ng ngh\u1ec7: t\u1eeb ph\u1ea7n c\u1ee9ng b\u00e1n d\u1eabn, m\u00f4 h\u00ecnh n\u1ec1n t\u1ea3ng, k\u1ef9 n\u0103ng, c\u00f4ng c\u1ee5 cho \u0111\u1ebfn ki\u1ebfn tr\u00fac b\u1ea3o m\u1eadt.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>B\u1ea3o to\u00e0n quy\u1ec1n s\u1edf h\u1eefu c\u1ee7a b\u1ea1n:<\/b><span style=\"font-weight: 400;\"> Nh\u00e2n s\u1ef1 v\u00e0 d\u1eef li\u1ec7u c\u1ee7a b\u1ea1n kh\u00f4ng c\u1ea7n ph\u1ea3i di d\u1eddi; to\u00e0n b\u1ed9 d\u1eef li\u1ec7u \u0111\u1ea7u v\u00e0o v\u00e0 k\u1ebft qu\u1ea3 \u0111\u1ea7u ra \u0111\u1ed9c quy\u1ec1n thu\u1ed9c v\u1ec1 quy\u1ec1n s\u1edf h\u1eefu tr\u1ecdn v\u1eb9n c\u1ee7a doanh nghi\u1ec7p b\u1ea1n.<\/span><\/li>\n<\/ol>\n<h2><span class=\"ez-toc-section\" id=\"Dong_hanh_cung_Gimasys_de_hien_thuc_hoa_giai_phap_Gemini_tai_Viet_Nam\"><\/span><b>\u0110\u1ed3ng h\u00e0nh c\u00f9ng Gimasys \u0111\u1ec3 hi\u1ec7n th\u1ef1c h\u00f3a gi\u1ea3i ph\u00e1p Gemini t\u1ea1i Vi\u1ec7t Nam<\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span style=\"font-weight: 400;\">Vi\u1ec7c tri\u1ec3n khai c\u00e1c m\u00f4 h\u00ecnh AI agent ti\u00ean ti\u1ebfn v\u00e0o ho\u1ea1t \u0111\u1ed9ng kinh doanh \u0111\u00f2i h\u1ecfi s\u1ef1 am hi\u1ec3u s\u00e2u s\u1eafc v\u1ec1 ki\u1ebfn tr\u00fac \u0111\u00e1m m\u00e2y, an to\u00e0n th\u00f4ng tin v\u00e0 quy tr\u00ecnh v\u1eadn h\u00e0nh th\u1ef1c t\u1ebf c\u1ee7a doanh nghi\u1ec7p. \u0110\u1ec3 nhanh ch\u00f3ng khai th\u00e1c s\u1ee9c m\u1ea1nh c\u1ee7a Gemini Enterprise v\u00e0 h\u1ec7 sinh th\u00e1i Google Cloud, doanh nghi\u1ec7p c\u00f3 th\u1ec3 li\u00ean h\u1ec7 v\u00e0 \u0111\u1ed3ng h\u00e0nh c\u00f9ng <a href=\"https:\/\/gcloudvn.com\/en\/\">Gimasys<\/a> \u2013 \u0111\u1ed1i t\u00e1c chi\u1ebfn l\u01b0\u1ee3c c\u1ea5p cao h\u00e0ng \u0111\u1ea7u c\u1ee7a Google t\u1ea1i Vi\u1ec7t Nam:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\u0110\u1ed1i t\u00e1c Google Cloud Premier Partner uy t\u00edn:<\/b><span style=\"font-weight: 400;\"> V\u1edbi h\u01a1n 20 n\u0103m kinh nghi\u1ec7m t\u01b0 v\u1ea5n v\u00e0 tri\u1ec3n khai chuy\u1ec3n \u0111\u1ed5i s\u1ed1 cho h\u00e0ng tr\u0103m t\u1eadp \u0111o\u00e0n, t\u1ed5 ch\u1ee9c t\u00e0i ch\u00ednh v\u00e0 doanh nghi\u1ec7p l\u1edbn trong n\u01b0\u1edbc, Gimasys cung c\u1ea5p n\u0103ng l\u1ef1c tri\u1ec3n khai b\u00e0i b\u1ea3n v\u00e0 b\u1ea3o \u0111\u1ea3m tu\u00e2n th\u1ee7 c\u00e1c chu\u1ea9n m\u1ef1c c\u00f4ng ngh\u1ec7 to\u00e0n c\u1ea7u.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>T\u01b0 v\u1ea5n ki\u1ebfn tr\u00fac v\u00e0 tri\u1ec3n khai Proof of Concept (POC):<\/b><span style=\"font-weight: 400;\"> \u0110\u1ed9i ng\u0169 chuy\u00ean gia s\u1edf h\u1eefu c\u00e1c ch\u1ee9ng ch\u1ec9 c\u1ea5p cao t\u1eeb Google (<\/span><i><span style=\"font-weight: 400;\">Professional Cloud Architect, Cloud Security Engineer, Data Engineer<\/span><\/i><span style=\"font-weight: 400;\">) h\u1ed7 tr\u1ee3 kh\u1ea3o s\u00e1t h\u1ea1 t\u1ea7ng, x\u00e2y d\u1ef1ng k\u1ecbch b\u1ea3n agent ph\u00f9 h\u1ee3p v\u00e0 tri\u1ec3n khai th\u1eed nghi\u1ec7m POC tr\u00ean d\u1eef li\u1ec7u m\u1eabu c\u1ee7a doanh nghi\u1ec7p trong 7\u201310 ng\u00e0y tr\u01b0\u1edbc khi \u00e1p d\u1ee5ng di\u1ec7n r\u1ed9ng.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>T\u1ed1i \u01b0u chi ph\u00ed v\u00e0 ki\u1ec3m so\u00e1t ng\u00e2n s\u00e1ch:<\/b><span style=\"font-weight: 400;\"> H\u1ed7 tr\u1ee3 thi\u1ebft l\u1eadp c\u00e1c c\u01a1 ch\u1ebf \u0111\u1ecbnh tuy\u1ebfn th\u00f4ng minh (Smart Routing), h\u1ea1n m\u1ee9c chi ti\u00eau th\u1eddi gian th\u1ef1c v\u00e0 l\u1ef1a ch\u1ecdn g\u00f3i SKU Gemini for Google Workspace\/Google Cloud ph\u00f9 h\u1ee3p nh\u1ea5t v\u1edbi quy m\u00f4 v\u1eadn h\u00e0nh.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>H\u1ed7 tr\u1ee3 thanh to\u00e1n v\u00e0 ph\u00e1p l\u00fd minh b\u1ea1ch t\u1ea1i Vi\u1ec7t Nam:<\/b><span style=\"font-weight: 400;\"> Doanh nghi\u1ec7p th\u1ef1c hi\u1ec7n thanh to\u00e1n tr\u1ef1c ti\u1ebfp b\u1eb1ng Vi\u1ec7t Nam \u0110\u1ed3ng (VN\u0110), nh\u1eadn \u0111\u1ea7y \u0111\u1ee7 h\u00f3a \u0111\u01a1n gi\u00e1 tr\u1ecb gia t\u0103ng (VAT) h\u1ee3p ph\u00e1p, gi\u1ea3i quy\u1ebft tri\u1ec7t \u0111\u1ec3 c\u00e1c r\u00e0o c\u1ea3n v\u1ec1 thu\u1ebf nh\u00e0 th\u1ea7u v\u00e0 thanh to\u00e1n th\u1ebb t\u00edn d\u1ee5ng ngo\u1ea1i t\u1ec7.<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">Qu\u00fd kh\u00e1ch h\u00e0ng quan t\u00e2m \u0111\u1ebfn vi\u1ec7c th\u1eed nghi\u1ec7m ho\u1eb7c tri\u1ec3n khai gi\u1ea3i ph\u00e1p Gemini agent cho t\u1ed5 ch\u1ee9c c\u1ee7a m\u00ecnh, vui l\u00f2ng <a href=\"https:\/\/gcloudvn.com\/en\/dang-ky-dung-thu\/\">li\u00ean h\u1ec7 v\u1edbi \u0111\u1ed9i ng\u0169 chuy\u00ean gia c\u1ee7a Gimasys<\/a> \u0111\u1ec3 nh\u1eadn t\u01b0 v\u1ea5n chuy\u00ean s\u00e2u.<\/span><\/p>","protected":false},"excerpt":{"rendered":"<p>C\u00e1c c\u00f4ng b\u1ed1 quan tr\u1ecdng bao g\u1ed3m: Gemini \u2013 m\u1ed9t agent th\u1ed1ng nh\u1ea5t: to\u00e0n n\u0103ng cho c\u00f4ng vi\u1ec7c, gi\u00fap gi\u1ea3i \u0111\u00e1p th\u1eafc m\u1eafc, x\u1eed l\u00fd c\u00f4ng vi\u1ec7c tri th\u1ee9c, t\u1ea1o l\u1eadp h\u00ecnh \u1ea3nh\/truy\u1ec1n th\u00f4ng, \u0111\u1ed3ng th\u1eddi tr\u1ef1c ti\u1ebfp vi\u1ebft v\u00e0&hellip;<\/p>","protected":false},"author":2,"featured_media":26841,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"inline_featured_image":false,"footnotes":""},"categories":[1,135],"tags":[],"class_list":["post-26838","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-kienthuc","category-google-cloud-platform","entry","has-media"],"_links":{"self":[{"href":"https:\/\/gcloudvn.com\/en\/wp-json\/wp\/v2\/posts\/26838","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=26838"}],"version-history":[{"count":3,"href":"https:\/\/gcloudvn.com\/en\/wp-json\/wp\/v2\/posts\/26838\/revisions"}],"predecessor-version":[{"id":26845,"href":"https:\/\/gcloudvn.com\/en\/wp-json\/wp\/v2\/posts\/26838\/revisions\/26845"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/gcloudvn.com\/en\/wp-json\/wp\/v2\/media\/26841"}],"wp:attachment":[{"href":"https:\/\/gcloudvn.com\/en\/wp-json\/wp\/v2\/media?parent=26838"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/gcloudvn.com\/en\/wp-json\/wp\/v2\/categories?post=26838"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/gcloudvn.com\/en\/wp-json\/wp\/v2\/tags?post=26838"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}