{"id":25141,"date":"2026-05-05T17:08:12","date_gmt":"2026-05-05T10:08:12","guid":{"rendered":"https:\/\/gcloudvn.com\/?p=25141"},"modified":"2026-05-05T17:16:39","modified_gmt":"2026-05-05T10:16:39","slug":"van-hanh-ai-vao-quy-trinh-doanh-nghiep-thuc-te","status":"publish","type":"post","link":"https:\/\/gcloudvn.com\/en\/van-hanh-ai-vao-quy-trinh-doanh-nghiep-thuc-te\/","title":{"rendered":"Recap Google Cloud Next \u201926 Day 1: Chi\u1ebfn l\u01b0\u1ee3c v\u1eadn h\u00e0nh AI v\u00e0o quy tr\u00ecnh doanh nghi\u1ec7p th\u1ef1c t\u1ebf"},"content":{"rendered":"<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">C\u1ed9ng \u0111\u1ed3ng doanh nghi\u1ec7p to\u00e0n c\u1ea7u \u0111\u00e3 tr\u1ea3i nghi\u1ec7m v\u00e0 khai th\u00e1c nh\u1eefng ti\u1ec1m n\u0103ng to l\u1edbn m\u00e0 AI t\u1ea1o sinh mang l\u1ea1i trong su\u1ed1t hai n\u0103m qua. D\u00f9 v\u1eady, khi l\u00e0n s\u1ed1ng ban \u0111\u1ea7u d\u1ea7n h\u1ea1 nhi\u1ec7t, m\u1ed9t b\u00e0i to\u00e1n th\u1ef1c t\u1ebf \u0111\u01b0\u1ee3c \u0111\u1eb7t ra cho c\u00e1c nh\u00e0 l\u00e3nh \u0111\u1ea1o: L\u00e0m th\u1ebf n\u00e0o \u0111\u1ec3 chuy\u1ec3n nh\u1eefng use case th\u1eed nghi\u1ec7m \u1ea5n t\u01b0\u1ee3ng th\u00e0nh gi\u00e1 tr\u1ecb kinh doanh \u0111o l\u01b0\u1eddng \u0111\u01b0\u1ee3c? Quy tr\u00ecnh n\u00e0o gi\u00fap AI tr\u1edf th\u00e0nh \u0111\u1ed9ng l\u1ef1c t\u0103ng tr\u01b0\u1edfng thay v\u00ec ch\u1ec9 l\u00e0 m\u1ed9t kho\u1ea3n \u0111\u1ea7u t\u01b0 hao ph\u00ed?<\/span><\/p>\n<p><span style=\"font-weight: 400;\">V\u1eeba qua t\u1ea1i Las Vegas, s\u1ef1 ki\u1ec7n Google Cloud Next \u201926 \u0111\u00e3 mang \u0111\u1ebfn nh\u1eefng c\u00e2u tr\u1ea3 l\u1eddi thi\u1ebft th\u1ef1c cho c\u00e1c v\u1ea5n \u0111\u1ec1 tr\u00ean. L\u1ea5y tr\u1ecdng t\u00e2m l\u00e0 &#8220;V\u1eadn h\u00e0nh th\u1ef1c t\u1ebf&#8221;, Google t\u1eadp trung thi\u1ebft l\u1eadp m\u1ed9t h\u1ec7 sinh th\u00e1i s\u1eb5n s\u00e0ng tri\u1ec3n khai \u1edf quy m\u00f4 l\u1edbn, thay v\u00ec ch\u1ec9 d\u1eebng l\u1ea1i \u1edf nh\u1eefng vi\u1ec5n c\u1ea3nh mang t\u00ednh \u0111\u1ecbnh h\u01b0\u1edbng. N\u1ed9i dung d\u01b0\u1edbi \u0111\u00e2y s\u1ebd ph\u00e2n t\u00edch c\u00e1c xu h\u01b0\u1edbng chuy\u1ec3n d\u1ecbch chi\u1ebfn l\u01b0\u1ee3c t\u1eeb Day 1 c\u1ee7a s\u1ef1 ki\u1ec7n, g\u1ee3i \u00fd c\u00e1ch th\u1ee9c doanh nghi\u1ec7p Vi\u1ec7t Nam khai th\u00e1c n\u1ec1n t\u1ea3ng Google Cloud nh\u1eb1m t\u1ea1o \u0111\u00e0 b\u1ee9t ph\u00e1.<\/span><\/p>\n<p><span style=\"font-weight: 400;\"><a href=\"https:\/\/gcloudvn.com\/en\/van-hanh-ai-vao-quy-trinh-doanh-nghiep-thuc-te\/attachment\/website-anh-salesforce-mkt-cloud-800x600px\/\" rel=\"attachment wp-att-25142\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-25142 size-full\" src=\"https:\/\/gcloudvn.com\/wp-content\/uploads\/2026\/05\/Website-anh-Salesforce-MKT-Cloud-800x600px.png\" alt=\"Gemini Enterprise Agent Platform - V\u1eadn h\u00e0nh AI Agent\" width=\"800\" height=\"600\" srcset=\"https:\/\/gcloudvn.com\/wp-content\/uploads\/2026\/05\/Website-anh-Salesforce-MKT-Cloud-800x600px.png 800w, https:\/\/gcloudvn.com\/wp-content\/uploads\/2026\/05\/Website-anh-Salesforce-MKT-Cloud-800x600px-768x576.png 768w, https:\/\/gcloudvn.com\/wp-content\/uploads\/2026\/05\/Website-anh-Salesforce-MKT-Cloud-800x600px-16x12.png 16w\" sizes=\"auto, (max-width: 800px) 100vw, 800px\" \/><\/a><\/span><\/p>\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_83 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\/van-hanh-ai-vao-quy-trinh-doanh-nghiep-thuc-te\/#1_Tam_nhin_chien_luoc_Khong_don_thuan_la_tinh_nang_AI_la_Nang_luc_van_hanh\" >1. T\u1ea7m nh\u00ecn chi\u1ebfn l\u01b0\u1ee3c: Kh\u00f4ng \u0111\u01a1n thu\u1ea7n l\u00e0 t\u00ednh n\u0103ng, AI l\u00e0 N\u0103ng l\u1ef1c v\u1eadn h\u00e0nh<\/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\/van-hanh-ai-vao-quy-trinh-doanh-nghiep-thuc-te\/#2_Nen_tang_quan_tri_AI_Agent_quy_mo_lon_Gemini_Enterprise\" >2. N\u1ec1n t\u1ea3ng qu\u1ea3n tr\u1ecb AI Agent quy m\u00f4 l\u1edbn: Gemini Enterprise<\/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\/van-hanh-ai-vao-quy-trinh-doanh-nghiep-thuc-te\/#3_Chuyen_hoa_Du_lieu_thanh_Insight_mang_tinh_ngu_canh_voi_Agentic_Data_Cloud\" >3. Chuy\u1ec3n h\u00f3a D\u1eef li\u1ec7u th\u00e0nh Insight mang t\u00ednh ng\u1eef c\u1ea3nh v\u1edbi Agentic Data Cloud<\/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\/van-hanh-ai-vao-quy-trinh-doanh-nghiep-thuc-te\/#4_Khai_phong_tiem_nang_AI_nho_suc_manh_tu_ha_tang_the_he_moi_AI_Hypercomputer\" >4. Khai ph\u00f3ng ti\u1ec1m n\u0103ng AI nh\u1edd s\u1ee9c m\u1ea1nh t\u1eeb h\u1ea1 t\u1ea7ng th\u1ebf h\u1ec7 m\u1edbi AI Hypercomputer<\/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\/van-hanh-ai-vao-quy-trinh-doanh-nghiep-thuc-te\/#5_Bao_mat_da_lop_va_Quan_tri_rui_ro_Nen_tang_vung_chac_cho_su_phat_trien_cua_AI\" >5. B\u1ea3o m\u1eadt \u0111a l\u1edbp v\u00e0 Qu\u1ea3n tr\u1ecb r\u1ee7i ro: N\u1ec1n t\u1ea3ng v\u1eefng ch\u1eafc cho s\u1ef1 ph\u00e1t tri\u1ec3n c\u1ee7a AI<\/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\/van-hanh-ai-vao-quy-trinh-doanh-nghiep-thuc-te\/#6_Dua_AI_vao_luong_cong_viec_thuc_te_thong_qua_Workspace_Intelligence\" >6. \u0110\u01b0a AI v\u00e0o lu\u1ed3ng c\u00f4ng vi\u1ec7c th\u1ef1c t\u1ebf th\u00f4ng qua Workspace Intelligence<\/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\/van-hanh-ai-vao-quy-trinh-doanh-nghiep-thuc-te\/#7_Dong_hanh_cung_Gimasys_trien_khai_chien_luoc_AI_tai_thi_truong_Viet_Nam\" >7. \u0110\u1ed3ng h\u00e0nh c\u00f9ng Gimasys tri\u1ec3n khai chi\u1ebfn l\u01b0\u1ee3c AI t\u1ea1i th\u1ecb tr\u01b0\u1eddng Vi\u1ec7t Nam<\/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\/van-hanh-ai-vao-quy-trinh-doanh-nghiep-thuc-te\/#Lo_trinh_van_hanh_toi_uu_cho_doanh_nghiep_trong_ky_nguyen_tri_tue_nhan_tao\" >L\u1ed9 tr\u00ecnh v\u1eadn h\u00e0nh t\u1ed1i \u01b0u cho doanh nghi\u1ec7p trong k\u1ef7 nguy\u00ean tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o<\/a><\/li><\/ul><\/nav><\/div>\n<h2><span class=\"ez-toc-section\" id=\"1_Tam_nhin_chien_luoc_Khong_don_thuan_la_tinh_nang_AI_la_Nang_luc_van_hanh\"><\/span><b>1. T\u1ea7m nh\u00ecn chi\u1ebfn l\u01b0\u1ee3c: Kh\u00f4ng \u0111\u01a1n thu\u1ea7n l\u00e0 t\u00ednh n\u0103ng, AI l\u00e0 N\u0103ng l\u1ef1c v\u1eadn h\u00e0nh<\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span style=\"font-weight: 400;\">\u00d4ng Thomas Kurian, CEO c\u1ee7a Google Cloud, nh\u1ea5n m\u1ea1nh trong phi\u00ean khai m\u1ea1c r\u1eb1ng m\u1ed9t <\/span><b>n\u1ec1n t\u1ea3ng th\u1ed1ng nh\u1ea5t<\/b><span style=\"font-weight: 400;\"> l\u00e0 \u0111i\u1ec1u ki\u1ec7n c\u1ea7n \u0111\u1ec3 AI t\u1ea1o ra s\u1ee9c \u1ea3nh h\u01b0\u1edfng \u1edf c\u1ea5p \u0111\u1ed9 doanh nghi\u1ec7p. C\u1ee5 th\u1ec3, n\u1ec1n t\u1ea3ng n\u00e0y ph\u1ea3i h\u1ed9i t\u1ee5 \u0111\u1ee7: (i) h\u1ea1 t\u1ea7ng t\u00ednh to\u00e1n t\u1ed1i \u01b0u cho AI, (ii) m\u00f4 h\u00ecnh \u0111\u01b0\u1ee3c k\u1ebft n\u1ed1i v\u1edbi d\u1eef li\u1ec7u c\u1ee7a doanh nghi\u1ec7p, (iii) c\u00e1c \u1ee9ng d\u1ee5ng v\u00e0 AI Agent c\u00f3 th\u1ec3 th\u1ef1c thi c\u00e1c quy tr\u00ecnh kinh doanh m\u1ed9t c\u00e1ch t\u1ef1 ch\u1ee7, v\u00e0 (iv) \u0111\u01b0\u1ee3c trang b\u1ecb l\u1edbp b\u1ea3o m\u1eadt ph\u00f9 h\u1ee3p. M\u00f4 h\u00ecnh n\u00e0y c\u0169ng ch\u00ednh l\u00e0 c\u00e1ch Google \u0111ang \u00e1p d\u1ee5ng \u0111\u1ec3 v\u1eadn h\u00e0nh cho c\u00e1c s\u1ea3n ph\u1ea9m t\u1ef7 ng\u01b0\u1eddi d\u00f9ng nh\u01b0 Search, YouTube, Chrome hay Android.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">N\u1ebfu tr\u01b0\u1edbc \u0111\u00e2y AI th\u01b0\u1eddng \u0111\u01b0\u1ee3c nh\u00ecn nh\u1eadn nh\u01b0 m\u1ed9t t\u00ednh n\u0103ng b\u1ed5 sung, th\u00ec t\u1ea1i Next \u201926, Google \u0111\u00e3 \u0111\u00e1nh gi\u00e1 AI kh\u00f4ng c\u00f2n l\u00e0 m\u1ed9t t\u00ednh n\u0103ng \u0111\u01a1n l\u1ebb. Thay v\u00e0o \u0111\u00f3, AI \u0111\u01b0\u1ee3c \u0111\u1ecbnh v\u1ecb l\u00e0 m\u1ed9t <\/span><b>n\u0103ng l\u1ef1c v\u1eadn h\u00e0nh m\u1edbi c\u1ee7a doanh nghi\u1ec7p<\/b><span style=\"font-weight: 400;\">. C\u1ee5 th\u1ec3 h\u01a1n, thay v\u00ec ch\u1ec9 t\u00ecm ki\u1ebfm m\u1ed9t c\u00f4ng c\u1ee5 h\u1ed7 tr\u1ee3 t\u1ea1o b\u00e1o c\u00e1o, vi\u1ebft n\u1ed9i dung hay tra c\u1ee9u, doanh nghi\u1ec7p c\u1ea7n x\u00e2y d\u1ef1ng m\u1ed9t h\u1ec7 sinh th\u00e1i n\u01a1i AI tr\u1ef1c ti\u1ebfp tham gia v\u00e0o lu\u1ed3ng c\u00f4ng vi\u1ec7c h\u1eb1ng ng\u00e0y, k\u1ebft n\u1ed1i li\u1ec1n m\u1ea1ch v\u1edbi d\u1eef li\u1ec7u, quy tr\u00ecnh, nh\u00e2n s\u1ef1 v\u00e0 \u0111\u1ecbnh h\u01b0\u1edbng kinh doanh.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">S\u1ef1 kh\u00e1c bi\u1ec7t gi\u1eefa vi\u1ec7c &#8220;\u1ee9ng d\u1ee5ng AI&#8221; v\u00e0 &#8220;v\u1eadn h\u00e0nh doanh nghi\u1ec7p b\u1eb1ng AI&#8221; \u0111\u01b0\u1ee3c th\u1ec3 hi\u1ec7n r\u1ea5t r\u00f5 t\u1ea1i \u0111\u00e2y. Tr\u01b0\u1edbc \u0111\u00f3, ph\u1ea7n l\u1edbn doanh nghi\u1ec7p ch\u1ec9 th\u1eed nghi\u1ec7m AI qua c\u00e1c tr\u1ee3 l\u00fd n\u1ed9i b\u1ed9, chatbot hay c\u00f4ng c\u1ee5 h\u1ed7 tr\u1ee3 c\u00e1 nh\u00e2n. Tuy nhi\u00ean, \u0111\u1ec3 ki\u1ebfn t\u1ea1o gi\u00e1 tr\u1ecb b\u1ec1n v\u1eefng, c\u00e1c doanh nghi\u1ec7p bu\u1ed9c ph\u1ea3i ti\u1ebfn xa h\u01a1n b\u1eb1ng c\u00e1ch \u0111\u01b0a AI v\u00e0o d\u1eef li\u1ec7u th\u1eadt, b\u00e0i to\u00e1n th\u1eadt v\u00e0 nh\u1eefng quy tr\u00ecnh nghi\u1ec7p v\u1ee5 th\u1ef1c t\u1ebf.<\/span><\/p>\n<h2><span class=\"ez-toc-section\" id=\"2_Nen_tang_quan_tri_AI_Agent_quy_mo_lon_Gemini_Enterprise\"><\/span><b>2. N\u1ec1n t\u1ea3ng qu\u1ea3n tr\u1ecb AI Agent quy m\u00f4 l\u1edbn: Gemini Enterprise<\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span style=\"font-weight: 400;\">N\u0103m 2026 \u0111\u01b0\u1ee3c xem l\u00e0 k\u1ef7 nguy\u00ean c\u1ee7a c\u00e1c <\/span><a href=\"https:\/\/gcloudvn.com\/en\/google-ai-agent\/\"><span style=\"font-weight: 400;\">AI Agent<\/span><\/a><span style=\"font-weight: 400;\">, ti\u1ebfp n\u1ed1i s\u1ef1 b\u00f9ng n\u1ed5 c\u1ee7a Chatbot trong n\u0103m 2025. N\u1ec1n t\u1ea3ng <\/span><b>Gemini Enterprise Agent Platform, <\/b><span style=\"font-weight: 400;\">ch\u00ednh th\u1ee9c \u0111\u01b0\u1ee3c ra m\u1eaft b\u1edfi Google, h\u1ed7 tr\u1ee3 doanh nghi\u1ec7p ph\u00e1t tri\u1ec3n, tri\u1ec3n khai c\u0169ng nh\u01b0 qu\u1ea3n tr\u1ecb t\u1ed1i \u01b0u c\u00e1c t\u00e1c nh\u00e2n AI tr\u00ean quy m\u00f4 l\u1edbn. Gi\u1edd \u0111\u00e2y, c\u00e1c doanh nghi\u1ec7p c\u00f3 th\u1ec3 qu\u1ea3n l\u00fd to\u00e0n b\u1ed9 v\u00f2ng \u0111\u1eddi c\u1ee7a agent t\u1eeb l\u00fac kh\u1edfi t\u1ea1o \u0111\u1ebfn khi \u0111i v\u00e0o v\u1eadn h\u00e0nh th\u00f4ng qua m\u1ed9t h\u1ec7 th\u1ed1ng t\u1eadp trung, thay v\u00ec x\u00e2y d\u1ef1ng c\u00e1c bot hay m\u00f4 h\u00ecnh \u0111\u01a1n l\u1ebb r\u1eddi r\u1ea1c.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">T\u1eeb g\u00f3c \u0111\u1ed9 tri\u1ec3n khai, nhi\u1ec1u c\u1ea5u ph\u1ea7n \u0111a d\u1ea1ng \u0111\u00e3 \u0111\u01b0\u1ee3c Google gi\u1edbi thi\u1ec7u \u0111\u1ec3 \u0111\u00e1p \u1ee9ng c\u00e1c nhu c\u1ea7u ri\u00eang bi\u1ec7t. \u0110\u1ed1i v\u1edbi \u0111\u1ecbnh h\u01b0\u1edbng low-code, <\/span><b>Agent Studio<\/b><span style=\"font-weight: 400;\"> cung c\u1ea5p ph\u01b0\u01a1ng ph\u00e1p ti\u1ebfp c\u1eadn tr\u1ef1c quan. Trong khi \u0111\u00f3, <\/span><b>Agent Development Kit (ADK)<\/b><span style=\"font-weight: 400;\"> l\u1ea1i l\u00e0 c\u00f4ng c\u1ee5 \u0111\u1eafc l\u1ef1c cho \u0111\u1ed9i ng\u0169 k\u1ef9 s\u01b0 theo \u0111u\u1ed5i ph\u01b0\u01a1ng ph\u00e1p code-first. \u0110\u1ec3 c\u00e1c agent duy tr\u00ec tr\u1ea1ng th\u00e1i x\u1eed l\u00fd li\u00ean t\u1ee5c v\u00e0 ho\u1ea1t \u0111\u1ed9ng \u1ed5n \u0111\u1ecbnh trong th\u1eddi gian d\u00e0i, <\/span><b>Agent Runtime<\/b><span style=\"font-weight: 400;\"> \u0111\u00e3 \u0111\u01b0\u1ee3c t\u00e1i thi\u1ebft k\u1ebf. \u0110i k\u00e8m v\u1edbi \u0111\u00f3 l\u00e0 <\/span><b>Memory Bank<\/b><span style=\"font-weight: 400;\">, cho ph\u00e9p agent n\u1eafm b\u1eaft ng\u1eef c\u1ea3nh xuy\u00ean su\u1ed1t thay v\u00ec ch\u1ec9 \u0111\u01b0a ra ph\u1ea3n h\u1ed3i ng\u1eafn h\u1ea1n nh\u01b0 chatbot truy\u1ec1n th\u1ed1ng.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Gi\u1ea3i ph\u00e1p n\u00e0y th\u1ec3 hi\u1ec7n t\u00ednh \u1ee9ng d\u1ee5ng th\u1ef1c ti\u1ec5n cao trong m\u00f4i tr\u01b0\u1eddng doanh nghi\u1ec7p. Tr\u01b0\u1edbc kia, vi\u1ec7c thi\u1ebft l\u1eadp m\u1ed9t chatbot n\u1ed9i b\u1ed9 nh\u1eb1m tra c\u1ee9u th\u00f4ng tin l\u00e0 t\u01b0\u01a1ng \u0111\u1ed1i ph\u1ed5 bi\u1ebfn. Tuy nhi\u00ean, hi\u1ec7n t\u1ea1i nhu c\u1ea7u \u0111\u00e3 v\u01b0\u1ee3t xa m\u1ee9c \u0111\u00f3: doanh nghi\u1ec7p c\u1ea7n nh\u1eefng agent \u0111\u1ee7 s\u1ee9c theo d\u00f5i tr\u1ea1ng th\u00e1i c\u00f4ng vi\u1ec7c, x\u1eed l\u00fd quy tr\u00ecnh, ghi nh\u1edb b\u1ed1i c\u1ea3nh v\u00e0 t\u01b0\u01a1ng t\u00e1c ch\u00e9o gi\u1eefa nhi\u1ec1u h\u1ec7 th\u1ed1ng. Ch\u00ednh l\u00fac n\u00e0y, vai tr\u00f2 c\u1ee7a m\u1ed9t n\u1ec1n t\u1ea3ng qu\u1ea3n tr\u1ecb AI chuy\u00ean nghi\u1ec7p tr\u1edf n\u00ean \u0111\u1eb7c bi\u1ec7t quan tr\u1ecdng.<\/span><\/p>\n<h2><b><a href=\"https:\/\/gcloudvn.com\/en\/van-hanh-ai-vao-quy-trinh-doanh-nghiep-thuc-te\/attachment\/gcnext2026_0422_091032-8701_alive-max-2200x2200\/\" rel=\"attachment wp-att-25143\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-25143\" src=\"https:\/\/gcloudvn.com\/wp-content\/uploads\/2026\/05\/GCNEXT2026_0422_091032-8701_ALIVE.max-2200x2200-1.jpg\" alt=\"Gemini Enterprise Agent Platform - V\u1eadn h\u00e0nh AI Agent\" width=\"2200\" height=\"1466\" srcset=\"https:\/\/gcloudvn.com\/wp-content\/uploads\/2026\/05\/GCNEXT2026_0422_091032-8701_ALIVE.max-2200x2200-1.jpg 2200w, https:\/\/gcloudvn.com\/wp-content\/uploads\/2026\/05\/GCNEXT2026_0422_091032-8701_ALIVE.max-2200x2200-1-768x512.jpg 768w, https:\/\/gcloudvn.com\/wp-content\/uploads\/2026\/05\/GCNEXT2026_0422_091032-8701_ALIVE.max-2200x2200-1-391x260.jpg 391w, https:\/\/gcloudvn.com\/wp-content\/uploads\/2026\/05\/GCNEXT2026_0422_091032-8701_ALIVE.max-2200x2200-1-1536x1024.jpg 1536w, https:\/\/gcloudvn.com\/wp-content\/uploads\/2026\/05\/GCNEXT2026_0422_091032-8701_ALIVE.max-2200x2200-1-2048x1365.jpg 2048w, https:\/\/gcloudvn.com\/wp-content\/uploads\/2026\/05\/GCNEXT2026_0422_091032-8701_ALIVE.max-2200x2200-1-18x12.jpg 18w\" sizes=\"auto, (max-width: 2200px) 100vw, 2200px\" \/><\/a>3. Chuy\u1ec3n h\u00f3a D\u1eef li\u1ec7u th\u00e0nh Insight mang t\u00ednh ng\u1eef c\u1ea3nh v\u1edbi Agentic Data Cloud<\/b><\/h2>\n<p><span style=\"font-weight: 400;\">&quot;<\/span><b>Reasoning without context is just a guess<\/b><span style=\"font-weight: 400;\">\u201d &#8211; suy lu\u1eadn m\u00e0 kh\u00f4ng c\u00f3 ng\u1eef c\u1ea3nh th\u00ec ch\u1ec9 l\u00e0 ph\u1ecfng \u0111o\u00e1n, l\u00e0 m\u1ed9t trong nh\u1eefng quan \u0111i\u1ec3m n\u1ed5i b\u1eadt nh\u1ea5t t\u1ea1i s\u1ef1 ki\u1ec7n. Xu\u1ea5t ph\u00e1t t\u1eeb th\u1ef1c t\u1ebf \u0111\u00f3, Google \u0111\u00e3 ra m\u1eaft <\/span><b>Agentic Data Cloud<\/b><span style=\"font-weight: 400;\">, \u0111\u00e1nh d\u1ea5u m\u1ed9t \u0111\u1ecbnh h\u01b0\u1edbng ph\u00e1t tri\u1ec3n m\u1edbi cho c\u00e1c n\u1ec1n t\u1ea3ng d\u1eef li\u1ec7u trong k\u1ef7 nguy\u00ean tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">M\u1ee5c ti\u00eau c\u1ed1t l\u00f5i c\u1ee7a Agentic Data Cloud l\u00e0 h\u1ed7 tr\u1ee3 AI di\u1ec5n gi\u1ea3i chu\u1ea9n x\u00e1c d\u1eef li\u1ec7u n\u1ed9i b\u1ed9 d\u1ef1a tr\u00ean c\u00e1c b\u1ed1i c\u1ea3nh kinh doanh \u0111\u1eb7c th\u00f9. V\u01b0\u1ee3t xa kh\u1ecfi ch\u1ee9c n\u0103ng l\u01b0u tr\u1eef th\u00f4ng th\u01b0\u1eddng, ki\u1ebfn tr\u00fac n\u00e0y t\u1eadp trung v\u00e0o vi\u1ec7c t\u1ed5 ch\u1ee9c th\u00f4ng tin, g\u00e1n nh\u00e3n ng\u1eef ngh\u0129a, b\u1ed5 sung si\u00eau d\u1eef li\u1ec7u v\u00e0 li\u00ean k\u1ebft \u0111a d\u1ea1ng ngu\u1ed3n d\u1eef li\u1ec7u, t\u1eeb \u0111\u00f3 t\u1ea1o \u0111i\u1ec1u ki\u1ec7n \u0111\u1ec3 c\u00e1c agent khai th\u00e1c th\u00f4ng tin v\u1edbi \u0111\u1ed9 chu\u1ea9n x\u00e1c cao.<\/span><\/p>\n<p><span style=\"font-weight: 400;\"><a href=\"https:\/\/gcloudvn.com\/en\/van-hanh-ai-vao-quy-trinh-doanh-nghiep-thuc-te\/attachment\/gcnext2026_0422_085702-_alive-max-2200x2200\/\" rel=\"attachment wp-att-25144\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-25144\" src=\"https:\/\/gcloudvn.com\/wp-content\/uploads\/2026\/05\/GCNEXT2026_0422_085702-_ALIVE.max-2200x2200-1.jpg\" alt=\"Gemini Enterprise Agent Platform - V\u1eadn h\u00e0nh AI Agent\" width=\"2200\" height=\"1466\" srcset=\"https:\/\/gcloudvn.com\/wp-content\/uploads\/2026\/05\/GCNEXT2026_0422_085702-_ALIVE.max-2200x2200-1.jpg 2200w, https:\/\/gcloudvn.com\/wp-content\/uploads\/2026\/05\/GCNEXT2026_0422_085702-_ALIVE.max-2200x2200-1-768x512.jpg 768w, https:\/\/gcloudvn.com\/wp-content\/uploads\/2026\/05\/GCNEXT2026_0422_085702-_ALIVE.max-2200x2200-1-391x260.jpg 391w, https:\/\/gcloudvn.com\/wp-content\/uploads\/2026\/05\/GCNEXT2026_0422_085702-_ALIVE.max-2200x2200-1-1536x1024.jpg 1536w, https:\/\/gcloudvn.com\/wp-content\/uploads\/2026\/05\/GCNEXT2026_0422_085702-_ALIVE.max-2200x2200-1-2048x1365.jpg 2048w, https:\/\/gcloudvn.com\/wp-content\/uploads\/2026\/05\/GCNEXT2026_0422_085702-_ALIVE.max-2200x2200-1-18x12.jpg 18w\" sizes=\"auto, (max-width: 2200px) 100vw, 2200px\" \/><\/a>Nhi\u1ec1u th\u00e0nh ph\u1ea7n c\u00f4ng ngh\u1ec7 n\u1ed5i b\u1eadt c\u0169ng \u0111\u01b0\u1ee3c Google c\u00f4ng b\u1ed1 song song. C\u1ee5 th\u1ec3, <\/span><b>Knowledge Catalog<\/b><span style=\"font-weight: 400;\"> gi\u00fap thi\u1ebft l\u1eadp m\u1ed9t b\u1ee9c tranh ng\u1eef c\u1ea3nh \u0111\u1ed3ng nh\u1ea5t tr\u00ean to\u00e0n h\u1ec7 th\u1ed1ng; Object Context API c\u00f9ng <\/span><b>Smart Storage<\/b><span style=\"font-weight: 400;\"> h\u1ed7 tr\u1ee3 b\u1ed5 sung si\u00eau d\u1eef li\u1ec7u v\u00e0 d\u00e1n nh\u00e3n t\u1ec7p tin t\u1ef1 \u0111\u1ed9ng; <\/span><b>Data Agent Kit<\/b><span style=\"font-weight: 400;\"> \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf ri\u00eang cho vi\u1ec7c ph\u00e2n t\u00edch d\u1eef li\u1ec7u. Ngo\u00e0i ra, gi\u1ea3i ph\u00e1p <\/span><b>Cross-Cloud Lakehouse<\/b><span style=\"font-weight: 400;\"> cho ph\u00e9p th\u1ef1c hi\u1ec7n truy v\u1ea5n ch\u00e9o gi\u1eefa nhi\u1ec1u n\u1ec1n t\u1ea3ng \u0111\u00e1m m\u00e2y m\u00e0 kh\u00f4ng \u0111\u00f2i h\u1ecfi sao ch\u00e9p d\u1eef li\u1ec7u, k\u1ebft h\u1ee3p c\u00f9ng<\/span><b> Lightning Engine for Apache Spark<\/b><span style=\"font-weight: 400;\">, mang l\u1ea1i t\u1ed1c \u0111\u1ed9 x\u1eed l\u00fd nhanh g\u1ea5p 4,5 l\u1ea7n so v\u1edbi c\u00e1c h\u1ec7 th\u1ed1ng m\u00e3 ngu\u1ed3n m\u1edf.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">T\u00ecnh tr\u1ea1ng ph\u00e2n m\u1ea3nh d\u1eef li\u1ec7u \u0111ang l\u00e0 n\u00fat th\u1eaft c\u1ee7a r\u1ea5t nhi\u1ec1u doanh nghi\u1ec7p. Th\u00f4ng tin kh\u00f4ng thi\u1ebfu nh\u01b0ng l\u1ea1i n\u1eb1m r\u1ea3i r\u00e1c tr\u00ean c\u00e1c h\u1ec7 th\u1ed1ng CRM, ERP, email, kho t\u00e0i li\u1ec7u n\u1ed9i b\u1ed9 hay c\u00e1c b\u00e1o c\u00e1o b\u00e1n h\u00e0ng. AI s\u1ebd g\u1eb7p kh\u00f3 trong vi\u1ec7c cung c\u1ea5p c\u00e1c ph\u1ea3n h\u1ed3i \u0111\u00e1ng tin c\u1eady n\u1ebfu thi\u1ebfu \u0111i m\u1ed9t chi\u1ebfn l\u01b0\u1ee3c d\u1eef li\u1ec7u b\u00e0i b\u1ea3n. Tr\u00e1i l\u1ea1i, m\u1ed9t khi th\u00f4ng tin \u0111\u01b0\u1ee3c s\u1eafp x\u1ebfp khoa h\u1ecdc v\u00e0 \u0111\u1eb7t v\u00e0o \u0111\u00fang ng\u1eef c\u1ea3nh, AI s\u1ebd ph\u00e1t huy t\u1ed1i \u0111a n\u0103ng l\u1ef1c ph\u00e2n t\u00edch, t\u1ef1 \u0111\u1ed9ng h\u00f3a v\u00e0 \u0111\u01b0a ra c\u00e1c \u0111\u1ec1 xu\u1ea5t qu\u1ea3n tr\u1ecb.<\/span><\/p>\n<h2><span class=\"ez-toc-section\" id=\"4_Khai_phong_tiem_nang_AI_nho_suc_manh_tu_ha_tang_the_he_moi_AI_Hypercomputer\"><\/span><b>4. Khai ph\u00f3ng ti\u1ec1m n\u0103ng AI nh\u1edd s\u1ee9c m\u1ea1nh t\u1eeb h\u1ea1 t\u1ea7ng th\u1ebf h\u1ec7 m\u1edbi AI Hypercomputer<\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span style=\"font-weight: 400;\">Ph\u1ea7n gi\u1edbi thi\u1ec7u v\u1ec1 <\/span><b>AI Hypercomputer<\/b><span style=\"font-weight: 400;\"> c\u0169ng l\u00e0 m\u1ed9t tr\u1ecdng t\u00e2m \u0111\u00e1ng ch\u00fa \u00fd trong Day 1. Qua \u0111\u00f3, Google m\u1ed9t l\u1ea7n n\u1eefa kh\u1eb3ng \u0111\u1ecbnh r\u1eb1ng vi\u1ec7c tri\u1ec3n khai AI \u1edf quy m\u00f4 doanh nghi\u1ec7p kh\u00f4ng ch\u1ec9 xoay quanh c\u00e1c b\u00e0i to\u00e1n v\u1ec1 m\u00f4 h\u00ecnh. Tr\u00ean th\u1ef1c t\u1ebf, hi\u1ec7u n\u0103ng s\u1eed d\u1ee5ng AI trong d\u00e0i h\u1ea1n, m\u1ee9c \u0111\u1ed9 t\u1ed1i \u01b0u chi ph\u00ed v\u00e0 kh\u1ea3 n\u0103ng m\u1edf r\u1ed9ng h\u1ec7 th\u1ed1ng \u0111\u1ec1u ph\u1ee5 thu\u1ed9c ch\u1eb7t ch\u1ebd v\u00e0o n\u1ec1n t\u1ea3ng h\u1ea1 t\u1ea7ng b\u00ean d\u01b0\u1edbi.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Chip TPU th\u1ebf h\u1ec7 th\u1ee9 8 \u0111\u01b0\u1ee3c Google ra m\u1eaft v\u1edbi hai \u0111\u1ecbnh h\u01b0\u1edbng chuy\u00ean bi\u1ec7t. C\u1ee5 th\u1ec3, d\u00f2ng <\/span><b>TPU 8i<\/b><span style=\"font-weight: 400;\"> \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf \u0111\u1ec3 ph\u1ee5c v\u1ee5 qu\u00e1 tr\u00ecnh suy lu\u1eadn, t\u1ee9c l\u00e0 ph\u1ee5c v\u1ee5 qu\u00e1 tr\u00ecnh ch\u1ea1y AI trong th\u1ef1c t\u1ebf, v\u00e0 <\/span><b>TPU 8t <\/b><span style=\"font-weight: 400;\">t\u1eadp trung v\u00e0o t\u00e1c v\u1ee5 hu\u1ea5n luy\u1ec7n m\u00f4 h\u00ecnh. Ph\u01b0\u01a1ng ph\u00e1p thi\u1ebft k\u1ebf ph\u00e2n t\u00e1ch n\u00e0y cho th\u1ea5y s\u1ef1 kh\u00e1c bi\u1ec7t r\u00f5 r\u1ec7t gi\u1eefa nhu c\u1ea7u v\u1eadn h\u00e0nh v\u00e0 hu\u1ea5n luy\u1ec7n AI hi\u1ec7n nay, \u0111\u00f2i h\u1ecfi c\u00e1c doanh nghi\u1ec7p ph\u1ea3i l\u1ef1a ch\u1ecdn h\u1ea1 t\u1ea7ng t\u01b0\u01a1ng \u1ee9ng cho m\u1ed7i m\u1ee5c ti\u00eau c\u1ee5 th\u1ec3.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">T\u1ed1c \u0111\u1ed9 ti\u1ebfn h\u00f3a c\u1ee7a h\u1ea1 t\u1ea7ng AI c\u00f2n \u0111\u01b0\u1ee3c minh ch\u1ee9ng r\u00f5 n\u00e9t qua nh\u1eefng th\u00f4ng s\u1ed1 k\u1ef9 thu\u1eadt \u1ea5n t\u01b0\u1ee3ng m\u00e0 Google v\u1eeba c\u00f4ng b\u1ed1. C\u1ee5 th\u1ec3, d\u00f2ng <\/span><b>TPU 8t<\/b><span style=\"font-weight: 400;\"> \u0111\u1ea1t hi\u1ec7u n\u0103ng x\u1eed l\u00fd g\u1ea5p 3 l\u1ea7n so v\u1edbi th\u1ebf h\u1ec7 Ironwood, \u0111\u1ed3ng th\u1eddi t\u1ed1i \u01b0u h\u00f3a n\u0103ng l\u01b0\u1ee3ng v\u1edbi hi\u1ec7u su\u1ea5t tr\u00ean m\u1ed7i watt t\u0103ng g\u1ea5p \u0111\u00f4i. Trong khi \u0111\u00f3, <\/span><b>TPU 8i<\/b><span style=\"font-weight: 400;\"> l\u1ea1i mang \u0111\u1ebfn b\u01b0\u1edbc ti\u1ebfn l\u1edbn v\u1ec1 t\u00ednh kinh t\u1ebf khi c\u1ea3i thi\u1ec7n t\u1edbi 80% hi\u1ec7u n\u0103ng tr\u00ean m\u1ed7i chi ph\u00ed (performance per dollar) cho c\u00e1c t\u00e1c v\u1ee5 suy lu\u1eadn. Song h\u00e0nh v\u1edbi s\u1ee9c m\u1ea1nh t\u00ednh to\u00e1n l\u00e0 nh\u1eefng n\u00e2ng c\u1ea5p v\u1ec1 m\u1ea1ng l\u01b0\u1edbi v\u00e0 l\u01b0u tr\u1eef nh\u01b0 <\/span><b>Virgo Network<\/b><span style=\"font-weight: 400;\"> or <\/span><b>Google Cloud Managed Lustre<\/b><span style=\"font-weight: 400;\">, cho ph\u00e9p \u0111\u1ea9y th\u00f4ng l\u01b0\u1ee3ng d\u1eef li\u1ec7u l\u00ean t\u1edbi 10 terabytes\/gi\u00e2y.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\"><a href=\"https:\/\/gcloudvn.com\/en\/van-hanh-ai-vao-quy-trinh-doanh-nghiep-thuc-te\/attachment\/gcnext2026_0422_094223-0331_alive-max-2200x2200\/\" rel=\"attachment wp-att-25145\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-25145\" src=\"https:\/\/gcloudvn.com\/wp-content\/uploads\/2026\/05\/GCNEXT2026_0422_094223-0331_ALIVE.max-2200x2200-1.jpg\" alt=\"Gemini Enterprise Agent Platform - V\u1eadn h\u00e0nh AI Agent\" width=\"2200\" height=\"1466\" srcset=\"https:\/\/gcloudvn.com\/wp-content\/uploads\/2026\/05\/GCNEXT2026_0422_094223-0331_ALIVE.max-2200x2200-1.jpg 2200w, https:\/\/gcloudvn.com\/wp-content\/uploads\/2026\/05\/GCNEXT2026_0422_094223-0331_ALIVE.max-2200x2200-1-768x512.jpg 768w, https:\/\/gcloudvn.com\/wp-content\/uploads\/2026\/05\/GCNEXT2026_0422_094223-0331_ALIVE.max-2200x2200-1-391x260.jpg 391w, https:\/\/gcloudvn.com\/wp-content\/uploads\/2026\/05\/GCNEXT2026_0422_094223-0331_ALIVE.max-2200x2200-1-1536x1024.jpg 1536w, https:\/\/gcloudvn.com\/wp-content\/uploads\/2026\/05\/GCNEXT2026_0422_094223-0331_ALIVE.max-2200x2200-1-2048x1365.jpg 2048w, https:\/\/gcloudvn.com\/wp-content\/uploads\/2026\/05\/GCNEXT2026_0422_094223-0331_ALIVE.max-2200x2200-1-18x12.jpg 18w\" sizes=\"auto, (max-width: 2200px) 100vw, 2200px\" \/><\/a>V\u1edbi doanh nghi\u1ec7p, c\u1ed1t l\u00f5i c\u1ee7a AI kh\u00f4ng d\u1eebng l\u1ea1i \u1edf vi\u1ec7c &#8220;c\u00f3 ho\u1ea1t \u0111\u1ed9ng hay kh\u00f4ng&#8221;, m\u00e0 n\u1eb1m \u1edf kh\u1ea3 n\u0103ng &#8220;v\u1eadn h\u00e0nh t\u1ed1i \u01b0u hi\u1ec7u su\u1ea5t&#8221;. S\u1ef1 thi\u1ebfu h\u1ee5t v\u1ec1 n\u0103ng l\u1ef1c h\u1ea1 t\u1ea7ng s\u1ebd k\u00e9o theo nh\u1eefng r\u00e0o c\u1ea3n v\u1ec1 kh\u1ea3 n\u0103ng m\u1edf r\u1ed9ng, gia t\u0103ng \u0111\u1ed9 tr\u1ec5 v\u00e0 \u0111\u1ed9i chi ph\u00ed duy tr\u00ec. Do \u0111\u00f3, ngay t\u1eeb giai \u0111o\u1ea1n kh\u1edfi t\u1ea1o, chi\u1ebfn l\u01b0\u1ee3c d\u1eef li\u1ec7u, Cloud v\u00e0 AI c\u1ea7n \u0111\u01b0\u1ee3c quy ho\u1ea1ch song song m\u1ed9t c\u00e1ch \u0111\u1ed3ng b\u1ed9.<\/span><\/p>\n<h2><span class=\"ez-toc-section\" id=\"5_Bao_mat_da_lop_va_Quan_tri_rui_ro_Nen_tang_vung_chac_cho_su_phat_trien_cua_AI\"><\/span><b>5. B\u1ea3o m\u1eadt \u0111a l\u1edbp v\u00e0 Qu\u1ea3n tr\u1ecb r\u1ee7i ro: N\u1ec1n t\u1ea3ng v\u1eefng ch\u1eafc cho s\u1ef1 ph\u00e1t tri\u1ec3n c\u1ee7a AI<\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span style=\"font-weight: 400;\">Ch\u1ee7 \u0111\u1ec1 b\u1ea3o m\u1eadt trong khu\u00f4n kh\u1ed5 Day 1 \u0111\u00e3 \u0111\u00e1nh d\u1ea5u m\u1ed1c cho s\u1ef1 tr\u01b0\u1edfng th\u00e0nh c\u1ee7a AI trong doanh nghi\u1ec7p. T\u1ed1c \u0111\u1ed9 v\u1eadn h\u00e0nh \u0111\u01b0\u1ee3c \u0111\u1ea9y m\u1ea1nh nh\u1edd AI c\u0169ng \u0111\u1ed3ng ngh\u0129a v\u1edbi vi\u1ec7c r\u1ee7i ro an ninh m\u1ea1ng m\u1edf r\u1ed9ng h\u01a1n v\u1ec1 quy m\u00f4 v\u00e0 m\u1ee9c \u0111\u1ed9 ph\u1ee9c t\u1ea1p. Ch\u00ednh v\u00ec th\u1ebf, thay v\u00ec \u0111\u00f3ng vai tr\u00f2 nh\u01b0 m\u1ed9t l\u1edbp v\u00e1 l\u1ed7i sau c\u00f9ng, b\u1ea3o m\u1eadt ph\u1ea3i tr\u1edf th\u00e0nh th\u00e0nh ph\u1ea7n l\u00f5i \u0111\u01b0\u1ee3c thi\u1ebft l\u1eadp tr\u1ef1c ti\u1ebfp v\u00e0o c\u1ea5u tr\u00fac h\u1ec7 th\u1ed1ng ngay t\u1eeb nh\u1eefng b\u01b0\u1edbc \u0111\u1ea7u.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u0110\u1ec3 t\u1ed1i \u01b0u v\u00e0 t\u1ef1 \u0111\u1ed9ng h\u00f3a c\u00f4ng t\u00e1c qu\u1ea3n tr\u1ecb r\u1ee7i ro, Google \u0111\u00e3 gi\u1edbi thi\u1ec7u c\u00e1c AI agent chuy\u00ean tr\u00e1ch trong h\u1ec7 th\u1ed1ng <\/span><b>Google Security Operations<\/b><span style=\"font-weight: 400;\">. C\u00e1c agent n\u00e0y bao g\u1ed3m <\/span><b>Threat Hunting agent<\/b><span style=\"font-weight: 400;\"> chuy\u00ean r\u00e0 so\u00e1t c\u00e1c m\u1ed1i \u0111e d\u1ecda, <\/span><b>Third-Party Context agent<\/b><span style=\"font-weight: 400;\"> ph\u00e2n t\u00edch r\u1ee7i ro ngo\u1ea1i vi v\u00e0 <\/span><b>Detection Engineering agent <\/b><span style=\"font-weight: 400;\">h\u1ed7 tr\u1ee3 c\u1ea5u h\u00ecnh quy t\u1eafc ph\u00e1t hi\u1ec7n x\u00e2m nh\u1eadp. H\u01a1n th\u1ebf n\u1eefa, s\u1ef1 k\u1ebft h\u1ee3p c\u00f9ng Wiz tr\u00ean n\u1ec1n t\u1ea3ng Google Cloud gi\u00fap gia t\u0103ng ph\u1ea1m vi b\u1ea3o v\u1ec7 cho to\u00e0n b\u1ed9 h\u1ec7 sinh th\u00e1i AI, bao tr\u00f9m t\u1eeb m\u00e3 ngu\u1ed3n \u0111\u1ebfn c\u00e1c \u1ee9ng d\u1ee5ng \u0111\u01b0\u1ee3c kh\u1edfi t\u1ea1o b\u1edfi tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u0110\u1ed1i v\u1edbi c\u00e1c doanh nghi\u1ec7p thu\u1ed9c nh\u00f3m ng\u00e0nh \u0111\u00f2i h\u1ecfi ti\u00eau chu\u1ea9n tu\u00e2n th\u1ee7 nghi\u00eam ng\u1eb7t v\u00e0 x\u1eed l\u00fd d\u1eef li\u1ec7u nh\u1ea1y c\u1ea3m nh\u01b0 d\u1ecbch v\u1ee5 kh\u00e1ch h\u00e0ng, gi\u00e1o d\u1ee5c, b\u00e1n l\u1ebb hay t\u00e0i ch\u00ednh, \u0111\u1ecbnh h\u01b0\u1edbng n\u00e0y \u0111\u00f3ng vai tr\u00f2 quan tr\u1ecdng. Qu\u00e1 tr\u00ecnh tri\u1ec3n khai AI v\u1edbi t\u1ed1c \u0111\u1ed9 cao l\u00e0 y\u00eau c\u1ea7u thi\u1ebft y\u1ebfu nh\u1eb1m c\u1ee7ng c\u1ed1 l\u1ee3i th\u1ebf c\u1ea1nh tranh. Tuy nhi\u00ean, t\u00ednh b\u1ec1n v\u1eefng c\u1ee7a l\u1ed9 tr\u00ecnh chuy\u1ec3n \u0111\u1ed5i s\u1ed1 ch\u1ec9 \u0111\u01b0\u1ee3c \u0111\u1ea3m b\u1ea3o khi c\u00e1c b\u01b0\u1edbc ti\u1ebfn n\u00e0y di\u1ec5n ra d\u01b0\u1edbi m\u1ed9t c\u01a1 ch\u1ebf ki\u1ec3m so\u00e1t r\u1ee7i ro minh b\u1ea1ch v\u00e0 ch\u1eb7t ch\u1ebd.<\/span><\/p>\n<h2><span class=\"ez-toc-section\" id=\"6_Dua_AI_vao_luong_cong_viec_thuc_te_thong_qua_Workspace_Intelligence\"><\/span><b>6. \u0110\u01b0a AI v\u00e0o lu\u1ed3ng c\u00f4ng vi\u1ec7c th\u1ef1c t\u1ebf th\u00f4ng qua Workspace Intelligence<\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span style=\"font-weight: 400;\">Song song v\u1edbi c\u00e1c chu\u1ea9n m\u1ef1c b\u1ea3o m\u1eadt,<\/span><b> Workspace Intelligence<\/b><span style=\"font-weight: 400;\"> ti\u1ebfp t\u1ee5c \u0111\u01b0\u1ee3c Google t\u1ed1i \u01b0u h\u00f3a nh\u1eb1m gia t\u0103ng hi\u1ec7u su\u1ea5t l\u00e0m vi\u1ec7c. V\u1edbi vai tr\u00f2 l\u00e0 n\u1ec1n t\u1ea3ng AI t\u00edch h\u1ee3p, Workspace Intelligence h\u1ed7 tr\u1ee3 khai th\u00e1c v\u00e0 li\u00ean k\u1ebft d\u1eef li\u1ec7u \u0111\u1ed3ng b\u1ed9 xuy\u00ean su\u1ed1t t\u1eeb Drive, Slides, Sheets \u0111\u1ebfn Docs v\u00e0 Gmail. Qua \u0111\u00f3, Google \u0111\u1ecbnh h\u01b0\u1edbng n\u00e2ng c\u1ea5p Workspace t\u1eeb m\u1ed9t b\u1ed9 c\u00f4ng c\u1ee5 l\u00e0m vi\u1ec7c nh\u00f3m th\u00f4ng th\u01b0\u1eddng tr\u1edf th\u00e0nh kh\u00f4ng gian t\u01b0\u01a1ng t\u00e1c ch\u1ee7 \u0111\u1ed9ng, cho ph\u00e9p AI tham gia tr\u1ef1c ti\u1ebfp v\u00e0 \u0111\u1ea9y nhanh ti\u1ebfn \u0111\u1ed9 x\u1eed l\u00fd nghi\u1ec7p v\u1ee5.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Th\u00f4ng qua nh\u1eefng b\u1ed5 sung chi\u1ebfn l\u01b0\u1ee3c nh\u01b0 <\/span><b>Gemini Enterprise Projects<\/b><span style=\"font-weight: 400;\">, h\u1ec7 th\u1ed1ng c\u00f3 kh\u1ea3 n\u0103ng l\u01b0u tr\u1eef ng\u1eef c\u1ea3nh d\u1ef1 \u00e1n d\u00e0i h\u1ea1n. \u0110i\u1ec1u n\u00e0y h\u1ed7 tr\u1ee3 AI t\u1ed5ng h\u1ee3p to\u00e0n b\u1ed9 l\u1ecbch s\u1eed v\u00e0 qu\u00e1 tr\u00ecnh ph\u00e1t tri\u1ec3n c\u1ee7a d\u1ef1 \u00e1n thay v\u00ec ch\u1ec9 th\u1ef1c thi c\u00e1c t\u00e1c v\u1ee5 ng\u1eaft qu\u00e3ng. M\u1eb7t kh\u00e1c, t\u01b0 duy \u1ee9ng d\u1ee5ng linh ho\u1ea1t c\u1ee7a Google c\u0169ng \u0111\u01b0\u1ee3c th\u1ec3 hi\u1ec7n r\u00f5 qua m\u1ee9c \u0111\u1ed9 t\u01b0\u01a1ng th\u00edch v\u1edbi h\u1ec7 sinh th\u00e1i Microsoft 365, t\u1ea1o \u0111i\u1ec1u ki\u1ec7n thu\u1eadn l\u1ee3i cho c\u00e1c m\u00f4i tr\u01b0\u1eddng c\u00f4ng ngh\u1ec7 hybrid.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">M\u1ee9c \u0111\u1ed9 \u1ee9ng d\u1ee5ng th\u1ef1c t\u1ebf c\u1ee7a AI \u0111\u1ed1i v\u1edbi doanh nghi\u1ec7p ch\u1ec9 \u0111\u1ea1t tr\u1ea1ng th\u00e1i t\u1ed1i \u01b0u khi c\u00f4ng ngh\u1ec7 n\u00e0y song h\u00e0nh c\u00f9ng c\u00f4ng vi\u1ec7c th\u01b0\u1eddng ng\u00e0y c\u1ee7a \u0111\u1ed9i ng\u0169 nh\u00e2n s\u1ef1. B\u1eb1ng c\u00e1ch t\u1eadp trung x\u1eed l\u00fd nh\u1eefng b\u00e0i to\u00e1n thi\u1ebft th\u1ef1c nh\u01b0 qu\u1ea3n l\u00fd d\u1ef1 \u00e1n t\u1eadp trung, h\u1ed7 tr\u1ee3 so\u1ea1n th\u1ea3o hay t\u00f3m t\u1eaft t\u00e0i li\u1ec7u, c\u00e1c doanh nghi\u1ec7p s\u1ebd d\u1ec5 d\u00e0ng th\u00fac \u0111\u1ea9y s\u1ef1 ti\u1ebfp nh\u1eadn trong n\u1ed9i b\u1ed9, t\u1eeb \u0111\u00f3 thu v\u1ec1 nh\u1eefng k\u1ebft qu\u1ea3 \u0111o l\u01b0\u1eddng \u0111\u01b0\u1ee3c trong th\u1eddi gian ng\u1eafn.<\/span><\/p>\n<h2><span class=\"ez-toc-section\" id=\"7_Dong_hanh_cung_Gimasys_trien_khai_chien_luoc_AI_tai_thi_truong_Viet_Nam\"><\/span><b>7. \u0110\u1ed3ng h\u00e0nh c\u00f9ng Gimasys tri\u1ec3n khai chi\u1ebfn l\u01b0\u1ee3c AI t\u1ea1i th\u1ecb tr\u01b0\u1eddng Vi\u1ec7t Nam<\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span style=\"font-weight: 400;\">T\u1ea1i th\u1ecb tr\u01b0\u1eddng Vi\u1ec7t Nam, r\u00e0o c\u1ea3n l\u1edbn nh\u1ea5t c\u1ee7a c\u00e1c doanh nghi\u1ec7p th\u01b0\u1eddng kh\u00f4ng n\u1eb1m \u1edf kh\u00e2u ti\u1ebfp c\u1eadn th\u00f4ng tin c\u00f4ng ngh\u1ec7. Kh\u00f3 kh\u0103n th\u1ef1c s\u1ef1 xu\u1ea5t ph\u00e1t t\u1eeb qu\u00e1 tr\u00ecnh thi\u1ebft l\u1eadp l\u1ed9 tr\u00ecnh tri\u1ec3n khai s\u00e1t v\u1edbi \u0111\u1eb7c th\u00f9 quy m\u00f4, \u0111\u1ecbnh h\u01b0\u1edbng kinh doanh v\u00e0 hi\u1ec7n tr\u1ea1ng h\u1ea1 t\u1ea7ng d\u1eef li\u1ec7u c\u1ee7a t\u1eebng doanh nghi\u1ec7p. Trong b\u1ed1i c\u1ea3nh \u0111\u00f3, s\u1ef1 tham gia c\u1ee7a m\u1ed9t \u0111\u1ed1i t\u00e1c \u0111\u1ed3ng h\u00e0nh trong vi\u1ec7c t\u01b0 v\u1ea5n v\u00e0 th\u1ef1c thi chi\u1ebfn l\u01b0\u1ee3c \u0111\u00f3ng vai tr\u00f2 tr\u1ecdng y\u1ebfu.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Tr\u1ea3i qua h\u01a1n hai th\u1eadp k\u1ef7 ho\u1ea1t \u0111\u1ed9ng trong m\u1ea3ng t\u01b0 v\u1ea5n chuy\u1ec3n \u0111\u1ed5i s\u1ed1, Gimasys \u0111\u00e3 thi\u1ebft l\u1eadp m\u1ed9t h\u1ec7 sinh th\u00e1i n\u0103ng l\u1ef1c to\u00e0n di\u1ec7n v\u1ec1 Data, Cloud v\u00e0 AI. D\u1ef1a tr\u00ean \u0111\u1ecbnh h\u01b0\u1edbng chi\u1ebfn l\u01b0\u1ee3c \u201cOne Gimasys\u201d, Gimasys t\u1eadp trung v\u00e0o vi\u1ec7c li\u00ean k\u1ebft \u0111\u1ed3ng b\u1ed9 c\u00e1c l\u1edbp c\u00f4ng ngh\u1ec7 \u2014 t\u1eeb h\u1ec7 th\u1ed1ng CRM, ERP, BI \u0111\u1ebfn AI v\u00e0 API \u2014 nh\u1eb1m h\u1ed7 tr\u1ee3 doanh nghi\u1ec7p khai th\u00e1c t\u1ed1i \u0111a gi\u00e1 tr\u1ecb t\u1eeb nh\u1eefng n\u1ec1n t\u1ea3ng hi\u1ec7n h\u1eefu.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">V\u1ecb th\u1ebf <\/span><b>Google Cloud Premier Partner \u0111\u1ea7u ti\u00ean t\u1ea1i Vi\u1ec7t Nam<\/b><span style=\"font-weight: 400;\"> kh\u00f4ng \u0111\u01a1n thu\u1ea7n l\u00e0 s\u1ef1 ghi nh\u1eadn v\u1ec1 m\u1eb7t chuy\u00ean m\u00f4n, m\u00e0 c\u00f2n kh\u1eb3ng \u0111\u1ecbnh n\u0103ng l\u1ef1c gi\u1ea3i quy\u1ebft c\u00e1c b\u00e0i to\u00e1n chuy\u1ec3n \u0111\u1ed5i s\u1ed1 chuy\u00ean s\u00e2u tr\u00ean h\u1ec7 sinh th\u00e1i Google Cloud. B\u1eaft tay <\/span><b>h\u1ee3p t\u00e1c chi\u1ebfn l\u01b0\u1ee3c c\u00f9ng Google t\u1eeb n\u0103m 2011<\/b><span style=\"font-weight: 400;\">, Gimasys \u0111\u00e3 t\u00edch l\u0169y b\u1ec1 d\u00e0y kinh nghi\u1ec7m th\u1ef1c ti\u1ec5n qua h\u01a1n 1.000 d\u1ef1 \u00e1n \u0111a l\u0129nh v\u1ef1c, \u0111\u1ed3ng th\u1eddi lu\u00f4n b\u00e1m s\u00e1t c\u00e1c ti\u00eau chu\u1ea9n v\u00e0 best practices qu\u1ed1c t\u1ebf do h\u00e3ng \u0111\u1ec1 ra.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Ph\u01b0\u01a1ng ph\u00e1p t\u01b0 v\u1ea5n c\u1ee7a Gimasys gi\u00fap c\u00e1c doanh nghi\u1ec7p v\u1ea1ch ra l\u1ed9 tr\u00ecnh th\u1ef1c thi chi ti\u1ebft \u0111i t\u1eeb chi\u1ebfn l\u01b0\u1ee3c AI bao qu\u00e1t, qua \u0111\u00f3 duy tr\u00ec kh\u1ea3 n\u0103ng ki\u1ec3m so\u00e1t v\u1eadn h\u00e0nh, t\u1ed1i \u01b0u ng\u00e2n s\u00e1ch v\u00e0 t\u1ea1o \u0111\u00e0 cho c\u00e1c k\u1ebf ho\u1ea1ch m\u1edf r\u1ed9ng v\u1ec1 sau. \u0110\u1eb7c bi\u1ec7t, s\u1edf h\u1eefu gi\u1ea3i th\u01b0\u1edfng Google Cloud Partner of the Year 2024 ch\u00ednh l\u00e0 minh ch\u1ee9ng cho n\u0103ng l\u1ef1c th\u1ef1c chi\u1ebfn c\u1ee7a Gimasys c\u0169ng nh\u01b0 s\u1ef1 t\u00edn nhi\u1ec7m t\u1eeb Google trong m\u1ea3ng d\u1ecbch v\u1ee5 t\u01b0 v\u1ea5n gi\u1ea3i ph\u00e1p Cloud hi\u1ec7n t\u1ea1i.<\/span><\/p>\n<h2><span class=\"ez-toc-section\" id=\"Lo_trinh_van_hanh_toi_uu_cho_doanh_nghiep_trong_ky_nguyen_tri_tue_nhan_tao\"><\/span><b>L\u1ed9 tr\u00ecnh v\u1eadn h\u00e0nh t\u1ed1i \u01b0u cho doanh nghi\u1ec7p trong k\u1ef7 nguy\u00ean tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o<\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span style=\"font-weight: 400;\">C\u00e1c th\u00f4ng tin t\u1eeb s\u1ef1 ki\u1ec7n x\u00e1c nh\u1eadn tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o \u0111\u00e3 th\u1ef1c s\u1ef1 ti\u1ebfn v\u00e0o chu k\u1ef3 <\/span><b>v\u1eadn h\u00e0nh <\/b><span style=\"font-weight: 400;\">th\u1ef1c t\u1ebf tr\u00ean<\/span><b> quy m\u00f4 l\u1edbn<\/b><span style=\"font-weight: 400;\"> v\u00e0 t\u1ea1o ra nh\u1eefng t\u00e1c \u0111\u1ed9ng kinh doanh r\u00f5 r\u1ec7t. Nh\u1eb1m b\u1eaft nh\u1ecbp v\u1edbi xu th\u1ebf n\u00e0y, c\u00e1c doanh nghi\u1ec7p c\u1ea7n thi\u1ebft l\u1eadp m\u1ed9t \u0111\u1ecbnh h\u01b0\u1edbng \u0111\u1ed3ng nh\u1ea5t xoay quanh ba y\u1ebfu t\u1ed1 c\u1ed1t l\u00f5i:<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u0110\u1ea7u ti\u00ean, <\/span><b>n\u1ec1n t\u1ea3ng d\u1eef li\u1ec7u v\u00e0 h\u1ea1 t\u1ea7ng<\/b><span style=\"font-weight: 400;\"> c\u1ea7n \u0111\u01b0\u1ee3c \u01b0u ti\u00ean h\u00e0ng \u0111\u1ea7u, v\u00ec s\u1ef1 y\u1ebfu k\u00e9m trong ki\u1ebfn tr\u00fac ph\u1ea7n c\u1ee9ng s\u1ebd tr\u1ef1c ti\u1ebfp k\u00ecm h\u00e3m qu\u00e1 tr\u00ecnh nh\u00e2n r\u1ed9ng v\u1eadn h\u00e0nh. C\u00f9ng v\u1edbi \u0111\u00f3, hi\u1ec7u qu\u1ea3 \u0111\u1ea7u t\u01b0 s\u1ebd \u0111\u01b0\u1ee3c quy\u1ebft \u0111\u1ecbnh b\u1edfi vi\u1ec7c <\/span><b>l\u1ef1a ch\u1ecdn ch\u00ednh x\u00e1c c\u00e1c b\u00e0i to\u00e1n nghi\u1ec7p v\u1ee5 (use case),<\/b><span style=\"font-weight: 400;\"> v\u00ed d\u1ee5 nh\u01b0 t\u1ef1 \u0111\u1ed9ng h\u00f3a t\u1ed5ng h\u1ee3p b\u00e1o c\u00e1o hay gia t\u0103ng n\u0103ng l\u1ef1c c\u1ed9ng t\u00e1c. Cu\u1ed1i c\u00f9ng, y\u1ebfu t\u1ed1 b\u1ea3o m\u1eadt v\u00e0 qu\u1ea3n tr\u1ecb r\u1ee7i ro ph\u1ea3i \u0111\u01b0\u1ee3c t\u00edch h\u1ee3p xuy\u00ean su\u1ed1t nh\u1eb1m duy tr\u00ec s\u1ef1 ph\u00e1t tri\u1ec3n \u1ed5n \u0111\u1ecbnh.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Ch\u00eca kh\u00f3a th\u00e0nh c\u00f4ng trong giai \u0111o\u1ea1n ti\u1ebfp theo n\u1eb1m \u1edf vi\u1ec7c ki\u1ebfn t\u1ea1o m\u1ed9t <\/span><b>n\u1ec1n t\u1ea3ng qu\u1ea3n tr\u1ecb \u0111\u1ee7 t\u1ed1t<\/b><span style=\"font-weight: 400;\">, h\u1ed7 tr\u1ee3 AI t\u01b0\u01a1ng t\u00e1c li\u1ec1n m\u1ea1ch v\u1edbi c\u00e1c quy tr\u00ecnh, \u0111\u1ed9i ng\u0169 v\u00e0 kho d\u1eef li\u1ec7u n\u1ed9i b\u1ed9. D\u01b0\u1edbi \u0111\u1ecbnh v\u1ecb \u0111\u1ed1i t\u00e1c c\u1ea5p cao, <\/span><b>Gimasys<\/b><span style=\"font-weight: 400;\"> cam k\u1ebft s\u00e1t c\u00e1nh c\u00f9ng c\u1ed9ng \u0111\u1ed3ng doanh nghi\u1ec7p Vi\u1ec7t Nam tr\u00ean ch\u1eb7ng \u0111\u01b0\u1eddng chuy\u1ec3n \u0111\u1ed5i c\u00e1c ti\u1ec1m n\u0103ng c\u00f4ng ngh\u1ec7 th\u00e0nh gi\u00e1 tr\u1ecb nghi\u1ec7p v\u1ee5 thi\u1ebft th\u1ef1c.<\/span><\/p>\n<p><i><span style=\"font-weight: 400;\">\u0110\u1ec3 nh\u1eadn \u0111\u01b0\u1ee3c s\u1ef1 t\u01b0 v\u1ea5n chuy\u00ean s\u00e2u v\u1ec1 l\u1ed9 tr\u00ecnh \u1ee9ng d\u1ee5ng Cloud Data v\u00e0 AI Agent \u0111\u1ea1t chu\u1ea9n qu\u1ed1c t\u1ebf, li\u00ean h\u1ec7 v\u1edbi Gimasys ngay h\u00f4m nay.<\/span><\/i><\/p>","protected":false},"excerpt":{"rendered":"<p>&nbsp; C\u1ed9ng \u0111\u1ed3ng doanh nghi\u1ec7p to\u00e0n c\u1ea7u \u0111\u00e3 tr\u1ea3i nghi\u1ec7m v\u00e0 khai th\u00e1c nh\u1eefng ti\u1ec1m n\u0103ng to l\u1edbn m\u00e0 AI t\u1ea1o sinh mang l\u1ea1i trong su\u1ed1t hai n\u0103m qua. D\u00f9 v\u1eady, khi l\u00e0n s\u1ed1ng ban \u0111\u1ea7u d\u1ea7n h\u1ea1 nhi\u1ec7t, m\u1ed9t&hellip;<\/p>","protected":false},"author":2,"featured_media":25142,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"inline_featured_image":false,"footnotes":""},"categories":[135],"tags":[199,200,201,202],"class_list":["post-25141","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-google-cloud-platform","tag-ai-agent","tag-gemini-enterprise","tag-gemini-enterprise-agent-platform","tag-van-hanh-ai-agent","entry","has-media"],"_links":{"self":[{"href":"https:\/\/gcloudvn.com\/en\/wp-json\/wp\/v2\/posts\/25141","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=25141"}],"version-history":[{"count":0,"href":"https:\/\/gcloudvn.com\/en\/wp-json\/wp\/v2\/posts\/25141\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/gcloudvn.com\/en\/wp-json\/wp\/v2\/media\/25142"}],"wp:attachment":[{"href":"https:\/\/gcloudvn.com\/en\/wp-json\/wp\/v2\/media?parent=25141"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/gcloudvn.com\/en\/wp-json\/wp\/v2\/categories?post=25141"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/gcloudvn.com\/en\/wp-json\/wp\/v2\/tags?post=25141"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}