{"id":125945,"date":"2026-06-18T18:09:01","date_gmt":"2026-06-18T11:09:01","guid":{"rendered":"https:\/\/tino.vn\/blog\/?p=125945"},"modified":"2026-10-30T11:00:22","modified_gmt":"2026-10-30T04:00:22","slug":"tuong-lai-cua-nen-kinh-te-agentic-economic","status":"publish","type":"post","link":"https:\/\/tino.vn\/blog\/tuong-lai-cua-nen-kinh-te-agentic-economic\/","title":{"rendered":"T\u01b0\u01a1ng lai c\u1ee7a n\u1ec1n kinh t\u1ebf agentic: AI agent thay \u0111\u1ed5i vi\u1ec7c l\u00e0m v\u00e0 doanh nghi\u1ec7p ra sao?"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\"><strong>Kinh t\u1ebf agentic (agentic economy) l\u00e0 c\u00e1ch g\u1ecdi giai \u0111o\u1ea1n AI agent kh\u00f4ng ch\u1ec9 tr\u1ea3 l\u1eddi c\u00e2u h\u1ecfi m\u00e0 t\u1ef1 l\u1eadp k\u1ebf ho\u1ea1ch, g\u1ecdi c\u00f4ng c\u1ee5 v\u00e0 l\u00e0m tr\u1ecdn c\u00f4ng vi\u1ec7c nhi\u1ec1u b\u01b0\u1edbc, c\u00f2n con ng\u01b0\u1eddi \u0111\u1eb7t m\u1ee5c ti\u00eau v\u00e0 duy\u1ec7t c\u00e1c b\u01b0\u1edbc quan tr\u1ecdng.<\/strong> \u0110\u1ebfn gi\u1eefa 2025, ph\u1ea7n l\u1edbn doanh nghi\u1ec7p m\u1edbi \u1edf giai \u0111o\u1ea1n th\u1eed: 62% t\u1ed5 ch\u1ee9c trong kh\u1ea3o s\u00e1t c\u1ee7a <a href=\"https:\/\/www.mckinsey.com\/capabilities\/quantumblack\/our-insights\/the-state-of-ai-2025\" target=\"_blank\" rel=\"noopener nofollow\">McKinsey<\/a> \u00edt nh\u1ea5t \u0111ang th\u1eed <a href=\"https:\/\/tino.vn\/blog\/ai-agent-la-gi\/\">AI agent<\/a>, v\u00e0 ch\u1ec9 23% \u0111\u00e3 m\u1edf r\u1ed9ng agent \u1edf m\u1ed9t b\u1ed9 ph\u1eadn. Mu\u1ed1n t\u1ef1 d\u1ef1ng agent, b\u1ea1n c\u00f3 th\u1ec3 b\u1eaft \u0111\u1ea7u t\u1eeb <a href=\"https:\/\/tino.vn\/blog\/llm-lay-api-key-mien-phi\/\">c\u00e1c API LLM mi\u1ec5n ph\u00ed cho AI agent<\/a>.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Nhi\u1ec1u n\u0103m tr\u01b0\u1edbc, AI th\u01b0\u1eddng \u0111\u01b0\u1ee3c xem nh\u01b0 m\u1ed9t c\u00f4ng c\u1ee5 h\u1ed7 tr\u1ee3: h\u1ecfi g\u00ec \u0111\u00e1p \u0111\u00f3, nh\u1eadp l\u1ec7nh r\u1ed3i ch\u1edd ph\u1ea3n h\u1ed3i. Nh\u01b0ng b\u01b0\u1edbc sang giai \u0111o\u1ea1n 2026, c\u00e2u chuy\u1ec7n \u0111ang thay \u0111\u1ed5i r\u1ea5t nhanh. AI agent kh\u00f4ng ch\u1ec9 tr\u1ea3 l\u1eddi c\u00e2u h\u1ecfi, m\u00e0 c\u00f2n c\u00f3 th\u1ec3 nh\u1eadn m\u1ee5c ti\u00eau, l\u1eadp k\u1ebf ho\u1ea1ch, g\u1ecdi c\u00f4ng c\u1ee5, x\u1eed l\u00fd d\u1eef li\u1ec7u, th\u1ef1c hi\u1ec7n nhi\u1ec1u c\u00f4ng vi\u1ec7c v\u00e0 th\u1eadm ch\u00ed t\u01b0\u01a1ng t\u00e1c v\u1edbi c\u00e1c agent kh\u00e1c.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">T\u1eeb \u0111\u00e2y, m\u1ed9t kh\u00e1i ni\u1ec7m m\u1edbi b\u1eaft \u0111\u1ea7u \u0111\u01b0\u1ee3c nh\u1eafc \u0111\u1ebfn nhi\u1ec1u h\u01a1n: n\u1ec1n kinh t\u1ebf agentic (agentic economy). \u0110\u00e2y l\u00e0 vi\u1ec5n c\u1ea3nh kinh t\u1ebf n\u01a1i con ng\u01b0\u1eddi, doanh nghi\u1ec7p, ph\u1ea7n m\u1ec1m, AI Agent, robot, API v\u00e0 h\u1ea1 t\u1ea7ng d\u1eef li\u1ec7u c\u00f9ng tham gia t\u1ea1o gi\u00e1 tr\u1ecb. B\u00ean d\u01b0\u1edbi l\u00e0 c\u00e1c con s\u1ed1 \u0111\u00e3 \u0111\u1ed1i chi\u1ebfu v\u1edbi b\u00e1o c\u00e1o g\u1ed1c (ng\u00e0y 29\/10\/2026), t\u00e1c \u0111\u1ed9ng l\u00ean vi\u1ec7c l\u00e0m v\u00e0 doanh nghi\u1ec7p, c\u00f9ng c\u00e1ch b\u1eaft \u0111\u1ea7u \u1edf quy m\u00f4 nh\u1ecf.<\/p>\n\n\n\n<h2 id=\"N\u1ec1n_kinh_t\u1ebf_agentic_l\u00e0_g\u00ec?\">N\u1ec1n kinh t\u1ebf agentic l\u00e0 g\u00ec?<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">N\u1ec1n kinh t\u1ebf agentic l\u00e0 tr\u1ea1ng th\u00e1i kinh t\u1ebf trong \u0111\u00f3 m\u1ed9t ph\u1ea7n vi\u1ec7c s\u1ea3n xu\u1ea5t, d\u1ecbch v\u1ee5 v\u00e0 giao d\u1ecbch do AI agent t\u1ef1 l\u00e0m theo m\u1ee5c ti\u00eau con ng\u01b0\u1eddi giao. Kh\u00e1c chatbot h\u1ecfi g\u00ec \u0111\u00e1p n\u1ea5y, agent t\u1ef1 chia vi\u1ec7c th\u00e0nh nhi\u1ec1u b\u01b0\u1edbc, d\u00f9ng ph\u1ea7n m\u1ec1m th\u1eadt r\u1ed3i b\u00e1o k\u1ebft qu\u1ea3 \u0111\u1ec3 con ng\u01b0\u1eddi ki\u1ec3m tra.<\/p>\n\n\n\n<h3 id=\"T\u1eeb_AI_&#8220;bi\u1ebft_tr\u1ea3_l\u1eddi&#8221;_\u0111\u1ebfn_AI_&#8220;bi\u1ebft_h\u00e0nh_\u0111\u1ed9ng&#8221;\">T\u1eeb AI &#8220;bi\u1ebft tr\u1ea3 l\u1eddi&#8221; \u0111\u1ebfn AI &#8220;bi\u1ebft h\u00e0nh \u0111\u1ed9ng&#8221;<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Ph\u1ea7n l\u1edbn m\u1ecdi ng\u01b0\u1eddi \u0111\u00e3 quen v\u1edbi c\u00e1c AI theo ki\u1ec3u h\u1ecfi &#8211; \u0111\u00e1p: B\u1ea1n g\u00f5 c\u00e2u h\u1ecfi, AI tr\u1ea3 l\u1eddi. \u0110\u00f3 l\u00e0 m\u00f4 h\u00ecnh AI th\u1ee5 \u0111\u1ed9ng.&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Nh\u01b0ng <strong>AI agentic<\/strong> ho\u1ea1t \u0111\u1ed9ng theo logic ho\u00e0n to\u00e0n kh\u00e1c: Thay v\u00ec ch\u1edd l\u1ec7nh t\u1eebng b\u01b0\u1edbc, c\u00e1c AI agents t\u1ef1 \u0111\u1eb7t m\u1ee5c ti\u00eau, t\u1ef1 ph\u00e2n t\u00edch t\u00ecnh hu\u1ed1ng, t\u1ef1 ch\u1ecdn c\u00f4ng c\u1ee5 ph\u00f9 h\u1ee3p v\u00e0 t\u1ef1 th\u1ef1c hi\u1ec7n chu\u1ed7i h\u00e0nh \u0111\u1ed9ng nhi\u1ec1u b\u01b0\u1edbc \u0111\u1ec3 ho\u00e0n th\u00e0nh nhi\u1ec7m v\u1ee5 gi\u1ed1ng nh\u01b0 m\u1ed9t nh\u00e2n vi\u00ean th\u1ef1c s\u1ef1 ch\u1ee9 kh\u00f4ng ph\u1ea3i m\u1ed9t c\u1ed7 m\u00e1y tra c\u1ee9u th\u00f4ng tin.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>V\u00ed d\u1ee5 d\u1ec5 h\u00ecnh dung:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>AI th\u1ee5 \u0111\u1ed9ng: &#8220;Cho t\u00f4i bi\u1ebft l\u1ecbch bay t\u1eeb H\u00e0 N\u1ed9i \u0111\u1ebfn TP.HCM ng\u00e0y 20\/6?&#8221;<\/li>\n\n\n<li>AI agentic: &#8220;\u0110\u1eb7t v\u00e9 m\u00e1y bay cho t\u00f4i chuy\u1ebfn s\u1edbm nh\u1ea5t ng\u00e0y 20\/6, gi\u00e1 d\u01b0\u1edbi 2 tri\u1ec7u, t\u1ef1 \u0111\u1ed9ng check-in v\u00e0 g\u1eedi l\u1ecbch tr\u00ecnh v\u1ec1 email c\u1ee7a t\u00f4i.&#8221;<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"700\" height=\"375\" src=\"https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/06\/tuong-lai-cua-nen-kinh-te-agentic-economic-1.png\" alt=\"Minh ho\u1ea1 n\u1ec1n kinh t\u1ebf agentic: AI agent t\u1ef1 th\u1ef1c hi\u1ec7n chu\u1ed7i vi\u1ec7c thay v\u00ec ch\u1ec9 tr\u1ea3 l\u1eddi c\u00e2u h\u1ecfi\" class=\"wp-image-125946\" title=\"\" srcset=\"https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/06\/tuong-lai-cua-nen-kinh-te-agentic-economic-1.png 700w, https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/06\/tuong-lai-cua-nen-kinh-te-agentic-economic-1-300x161.png 300w\" sizes=\"(max-width: 700px) 100vw, 700px\" \/><\/figure>\n\n\n\n<h3 id=\"Kinh_t\u1ebf_agentic:_khi_AI_agent_tr\u1edf_th\u00e0nh_\u201cl\u1ef1c_l\u01b0\u1ee3ng_lao_\u0111\u1ed9ng\u201d_m\u1edbi\">Kinh t\u1ebf agentic: khi AI agent tr\u1edf th\u00e0nh \u201cl\u1ef1c l\u01b0\u1ee3ng lao \u0111\u1ed9ng\u201d m\u1edbi<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>N\u1ec1n kinh t\u1ebf agentic<\/strong> l\u00e0 h\u1ec7 th\u1ed1ng kinh t\u1ebf n\u01a1i c\u00e1c AI agents t\u1ef1 ch\u1ee7 \u0111\u1ea3m nh\u1eadn m\u1ed9t ph\u1ea7n ho\u1ea1t \u0111\u1ed9ng s\u1ea3n xu\u1ea5t, d\u1ecbch v\u1ee5, giao d\u1ecbch v\u00e0 qu\u1ea3n l\u00fd b\u00ean c\u1ea1nh con ng\u01b0\u1eddi v\u00e0 nh\u1eadn c\u1ea3 nh\u1eefng nhi\u1ec7m v\u1ee5 tr\u01b0\u1edbc \u0111\u00e2y ch\u1ec9 con ng\u01b0\u1eddi l\u00e0m. \u0110\u00e2y kh\u00f4ng ch\u1ec9 l\u00e0 c\u00e2u chuy\u1ec7n c\u00f4ng ngh\u1ec7 m\u00e0 l\u00e0 m\u1ed9t <strong>thay \u0111\u1ed5i trong c\u00e1ch n\u1ec1n kinh t\u1ebf v\u1eadn h\u00e0nh<\/strong>, t\u1eeb c\u00e1ch doanh nghi\u1ec7p t\u1ea1o ra gi\u00e1 tr\u1ecb \u0111\u1ebfn c\u00e1ch lao \u0111\u1ed9ng \u0111\u01b0\u1ee3c ph\u00e2n b\u1ed5 trong x\u00e3 h\u1ed9i.<\/p>\n\n\n\n<h3 id=\"Ba_\u0111\u1eb7c_tr\u01b0ng_c\u1ed1t_l\u00f5i_ph\u00e2n_bi\u1ec7t_AI_agentic_v\u1edbi_AI_th\u00f4ng_th\u01b0\u1eddng\">Ba \u0111\u1eb7c tr\u01b0ng c\u1ed1t l\u00f5i ph\u00e2n bi\u1ec7t AI agentic v\u1edbi AI th\u00f4ng th\u01b0\u1eddng<\/h3>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>\u0110\u1eb7c \u0111i\u1ec3m<\/th><th>AI th\u00f4ng th\u01b0\u1eddng<\/th><th>AI agentic<\/th><\/tr><\/thead><tbody><tr><td>C\u00e1ch ho\u1ea1t \u0111\u1ed9ng<\/td><td>Ph\u1ea3n h\u1ed3i khi \u0111\u01b0\u1ee3c h\u1ecfi<\/td><td>Ch\u1ee7 \u0111\u1ed9ng th\u1ef1c hi\u1ec7n theo m\u1ee5c ti\u00eau<\/td><\/tr><tr><td>S\u1ed1 b\u01b0\u1edbc x\u1eed l\u00fd<\/td><td>M\u1ed9t b\u01b0\u1edbc (h\u1ecfi \u2013 tr\u1ea3 l\u1eddi)<\/td><td>Nhi\u1ec1u b\u01b0\u1edbc li\u00ean ti\u1ebfp, \u0111\u1ed5i k\u1ebf ho\u1ea1ch khi c\u1ea7n<\/td><\/tr><tr><td>C\u00f4ng c\u1ee5 v\u00e0 h\u1ec7 th\u1ed1ng b\u00ean ngo\u00e0i<\/td><td>Kh\u00f4ng ho\u1eb7c r\u1ea5t h\u1ea1n ch\u1ebf<\/td><td>G\u1ecdi email, ph\u1ea7n m\u1ec1m, API, d\u1eef li\u1ec7u th\u1eadt<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">B\u1ea3ng so s\u00e1nh \u0111\u1ea7y \u0111\u1ee7 10 ti\u00eau ch\u00ed gi\u1eefa m\u1ed9t agent \u0111\u01a1n l\u1ebb v\u00e0 h\u1ec7 th\u1ed1ng nhi\u1ec1u agent n\u1eb1m \u1edf b\u00e0i <a href=\"https:\/\/tino.vn\/blog\/ai-agent-va-agentic-ai\/\">AI agent v\u00e0 Agentic AI kh\u00e1c nhau th\u1ebf n\u00e0o<\/a>.<\/p>\n\n\n\n<h2 id=\"N\u1ec1n_kinh_t\u1ebf_agentic_s\u1ebd_v\u1eadn_h\u00e0nh_nh\u01b0_th\u1ebf_n\u00e0o?\">N\u1ec1n kinh t\u1ebf agentic s\u1ebd v\u1eadn h\u00e0nh nh\u01b0 th\u1ebf n\u00e0o?<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Trong n\u1ec1n kinh t\u1ebf agentic, doanh nghi\u1ec7p qu\u1ea3n l\u00fd th\u00eam m\u1ed9t nh\u00f3m \u201cnh\u00e2n s\u1ef1 s\u1ed1\u201d: m\u1ed7i agent nh\u1eadn m\u1ed9t ph\u1ea7n vi\u1ec7c, c\u00f3 quy\u1ec1n h\u1ea1n v\u00e0 nh\u1eadt k\u00fd ri\u00eang. Con ng\u01b0\u1eddi chuy\u1ec3n sang \u0111\u1eb7t m\u1ee5c ti\u00eau, duy\u1ec7t k\u1ebft qu\u1ea3 v\u00e0 ch\u1ecbu tr\u00e1ch nhi\u1ec7m \u1edf nh\u1eefng \u0111i\u1ec3m c\u1ea7n ph\u00e1n \u0111o\u00e1n, c\u00f2n agent l\u00e0m ph\u1ea7n l\u1eb7p l\u1ea1i v\u00e0 nhi\u1ec1u b\u01b0\u1edbc.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Trong n\u1ec1n kinh t\u1ebf agentic, doanh nghi\u1ec7p s\u1ebd kh\u00f4ng ch\u1ec9 qu\u1ea3n l\u00fd nh\u00e2n s\u1ef1 v\u00e0 ph\u1ea7n m\u1ec1m. Doanh nghi\u1ec7p c\u00f2n ph\u1ea3i qu\u1ea3n l\u00fd \u0111\u1ed9i ng\u0169 agent: agent b\u00e1n h\u00e0ng, agent ch\u0103m s\u00f3c kh\u00e1ch h\u00e0ng, agent t\u00e0i ch\u00ednh, agent ph\u00e2n t\u00edch d\u1eef li\u1ec7u, agent tuy\u1ec3n d\u1ee5ng, agent DevOps, agent ki\u1ec3m tra b\u1ea3o m\u1eadt v\u00e0 nhi\u1ec1u vai tr\u00f2 kh\u00e1c.<\/p>\n\n\n\n<h3 id=\"Con_ng\u01b0\u1eddi_chuy\u1ec3n_t\u1eeb_ng\u01b0\u1eddi_thao_t\u00e1c_sang_ng\u01b0\u1eddi_gi\u00e1m_s\u00e1t\">Con ng\u01b0\u1eddi chuy\u1ec3n t\u1eeb ng\u01b0\u1eddi thao t\u00e1c sang ng\u01b0\u1eddi gi\u00e1m s\u00e1t<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Vai tr\u00f2 c\u1ee7a con ng\u01b0\u1eddi s\u1ebd d\u1ecbch chuy\u1ec3n t\u1eeb thao t\u00e1c th\u1ee7 c\u00f4ng sang thi\u1ebft k\u1ebf, gi\u00e1m s\u00e1t v\u00e0 \u0111\u00e1nh gi\u00e1. Thay v\u00ec t\u1ef1 t\u1ed5ng h\u1ee3p 100 email, nh\u00e2n s\u1ef1 c\u00f3 th\u1ec3 y\u00eau c\u1ea7u agent ph\u00e2n lo\u1ea1i email theo m\u1ee9c \u0111\u1ed9 \u01b0u ti\u00ean. Thay v\u00ec t\u1ef1 d\u00f2 t\u1eebng d\u00f2ng b\u00e1o c\u00e1o, nh\u00e0 qu\u1ea3n l\u00fd c\u00f3 th\u1ec3 y\u00eau c\u1ea7u agent ph\u00e1t hi\u1ec7n b\u1ea5t th\u01b0\u1eddng, gi\u1ea3i th\u00edch nguy\u00ean nh\u00e2n v\u00e0 \u0111\u1ec1 xu\u1ea5t h\u00e0nh \u0111\u1ed9ng.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0110i\u1ec1u n\u00e0y kh\u00f4ng \u0111\u1ed3ng ngh\u0129a con ng\u01b0\u1eddi bi\u1ebfn m\u1ea5t kh\u1ecfi quy tr\u00ecnh. Ng\u01b0\u1ee3c l\u1ea1i, con ng\u01b0\u1eddi gi\u1eef vai tr\u00f2 quan tr\u1ecdng h\u01a1n trong c\u00e1c \u0111i\u1ec3m c\u1ea7n ph\u00e1n \u0111o\u00e1n, \u0111\u1ea1o \u0111\u1ee9c, s\u00e1ng t\u1ea1o, quan h\u1ec7 kh\u00e1ch h\u00e0ng, x\u1eed l\u00fd t\u00ecnh hu\u1ed1ng nh\u1ea1y c\u1ea3m v\u00e0 quy\u1ebft \u0111\u1ecbnh cu\u1ed1i c\u00f9ng.<\/p>\n\n\n\n<h3 id=\"AI_Agent_tr\u1edf_th\u00e0nh_l\u1edbp_v\u1eadn_h\u00e0nh_m\u1edbi_c\u1ee7a_doanh_nghi\u1ec7p\">AI Agent tr\u1edf th\u00e0nh l\u1edbp v\u1eadn h\u00e0nh m\u1edbi c\u1ee7a doanh nghi\u1ec7p<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Tr\u01b0\u1edbc \u0111\u00e2y, ph\u1ea7n m\u1ec1m doanh nghi\u1ec7p th\u01b0\u1eddng y\u00eau c\u1ea7u ng\u01b0\u1eddi d\u00f9ng b\u1ea5m nhi\u1ec1u b\u01b0\u1edbc. Trong t\u01b0\u01a1ng lai g\u1ea7n, AI Agent c\u00f3 th\u1ec3 tr\u1edf th\u00e0nh l\u1edbp giao di\u1ec7n m\u1edbi gi\u1eefa con ng\u01b0\u1eddi v\u00e0 ph\u1ea7n m\u1ec1m. Ng\u01b0\u1eddi d\u00f9ng ch\u1ec9 c\u1ea7n giao m\u1ee5c ti\u00eau, c\u00f2n agent s\u1ebd t\u01b0\u01a1ng t\u00e1c v\u1edbi CRM, ERP, email, l\u1ecbch, h\u1ec7 th\u1ed1ng d\u1eef li\u1ec7u, n\u1ec1n t\u1ea3ng marketing ho\u1eb7c c\u00f4ng c\u1ee5 n\u1ed9i b\u1ed9.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">V\u00ed d\u1ee5, m\u1ed9t doanh nghi\u1ec7p th\u01b0\u01a1ng m\u1ea1i \u0111i\u1ec7n t\u1eed c\u00f3 th\u1ec3 d\u00f9ng AI Agent \u0111\u1ec3 theo d\u00f5i t\u1ed3n kho, ph\u00e2n t\u00edch h\u00e0nh vi mua h\u00e0ng, g\u1ee3i \u00fd ch\u01b0\u01a1ng tr\u00ecnh khuy\u1ebfn m\u00e3i, t\u1ea1o n\u1ed9i dung qu\u1ea3ng c\u00e1o, g\u1eedi chi\u1ebfn d\u1ecbch email v\u00e0 b\u00e1o c\u00e1o hi\u1ec7u qu\u1ea3 sau m\u1ed7i ng\u00e0y. Khi agent \u0111\u01b0\u1ee3c k\u1ebft n\u1ed1i \u0111\u00fang d\u1eef li\u1ec7u v\u00e0 ki\u1ec3m so\u00e1t quy\u1ec1n truy c\u1eadp ch\u1eb7t ch\u1ebd, doanh nghi\u1ec7p c\u00f3 th\u1ec3 t\u0103ng t\u1ed1c v\u1eadn h\u00e0nh m\u00e0 kh\u00f4ng c\u1ea7n m\u1edf r\u1ed9ng b\u1ed9 m\u00e1y qu\u00e1 nhanh.<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"700\" height=\"375\" src=\"https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/06\/tuong-lai-cua-nen-kinh-te-agentic-economic-2.png\" alt=\"Minh ho\u1ea1 doanh nghi\u1ec7p v\u1eadn h\u00e0nh v\u1edbi nhi\u1ec1u AI agent: b\u00e1n h\u00e0ng, ch\u0103m s\u00f3c kh\u00e1ch h\u00e0ng, t\u00e0i ch\u00ednh, DevOps\" class=\"wp-image-125947\" title=\"\" srcset=\"https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/06\/tuong-lai-cua-nen-kinh-te-agentic-economic-2.png 700w, https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/06\/tuong-lai-cua-nen-kinh-te-agentic-economic-2-300x161.png 300w\" sizes=\"(max-width: 700px) 100vw, 700px\" \/><\/figure>\n\n\n\n<h3 id=\"Giao_d\u1ecbch_gi\u1eefa_agent_v\u1edbi_agent_c\u00f3_th\u1ec3_tr\u1edf_th\u00e0nh_chu\u1ea9n_m\u1edbi\">Giao d\u1ecbch gi\u1eefa agent v\u1edbi agent c\u00f3 th\u1ec3 tr\u1edf th\u00e0nh chu\u1ea9n m\u1edbi<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">M\u1ed9t trong nh\u1eefng \u00fd t\u01b0\u1edfng quan tr\u1ecdng c\u1ee7a kinh t\u1ebf agentic l\u00e0 kh\u1ea3 n\u0103ng c\u00e1c agent t\u01b0\u01a1ng t\u00e1c tr\u1ef1c ti\u1ebfp v\u1edbi nhau. Trong t\u01b0\u01a1ng lai, ng\u01b0\u1eddi ti\u00eau d\u00f9ng c\u00f3 th\u1ec3 c\u00f3 assistant agent \u0111\u1ea1i di\u1ec7n cho s\u1edf th\u00edch, ng\u00e2n s\u00e1ch, l\u1ecbch tr\u00ecnh v\u00e0 nhu c\u1ea7u c\u00e1 nh\u00e2n. Doanh nghi\u1ec7p c\u00f3 th\u1ec3 c\u00f3 service agent \u0111\u1ea1i di\u1ec7n cho s\u1ea3n ph\u1ea9m, gi\u00e1, ch\u00ednh s\u00e1ch, t\u1ed3n kho v\u00e0 d\u1ecbch v\u1ee5.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Khi hai b\u00ean c\u00f9ng c\u00f3 agent, qu\u00e1 tr\u00ecnh giao d\u1ecbch c\u00f3 th\u1ec3 thay \u0111\u1ed5i m\u1ea1nh. Thay v\u00ec ng\u01b0\u1eddi d\u00f9ng t\u1ef1 t\u00ecm v\u00e9 m\u00e1y bay, so s\u00e1nh kh\u00e1ch s\u1ea1n, \u0111\u1ecdc \u0111\u00e1nh gi\u00e1 v\u00e0 nh\u1eadp t\u1eebng bi\u1ec3u m\u1eabu, assistant agent c\u00f3 th\u1ec3 trao \u0111\u1ed5i v\u1edbi service agent c\u1ee7a nhi\u1ec1u nh\u00e0 cung c\u1ea5p \u0111\u1ec3 t\u00ecm ph\u01b0\u01a1ng \u00e1n ph\u00f9 h\u1ee3p nh\u1ea5t. \u0110i\u1ec1u n\u00e0y c\u00f3 th\u1ec3 l\u00e0m gi\u1ea3m chi ph\u00ed t\u00ecm ki\u1ebfm, gi\u1ea3m ma s\u00e1t giao d\u1ecbch v\u00e0 m\u1edf ra m\u00f4 h\u00ecnh th\u01b0\u01a1ng m\u1ea1i m\u1edbi.<\/p>\n\n\n\n<h3 id=\"D\u1eef_li\u1ec7u,_\u0111\u1ecbnh_danh_v\u00e0_ni\u1ec1m_tin_tr\u1edf_th\u00e0nh_t\u00e0i_s\u1ea3n_chi\u1ebfn_l\u01b0\u1ee3c\">D\u1eef li\u1ec7u, \u0111\u1ecbnh danh v\u00e0 ni\u1ec1m tin tr\u1edf th\u00e0nh t\u00e0i s\u1ea3n chi\u1ebfn l\u01b0\u1ee3c<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Khi agent c\u00f3 quy\u1ec1n h\u00e0nh \u0111\u1ed9ng, c\u00e2u h\u1ecfi quan tr\u1ecdng kh\u00f4ng ch\u1ec9 l\u00e0 \u201cagent c\u00f3 th\u00f4ng minh kh\u00f4ng?\u201d, m\u00e0 c\u00f2n l\u00e0 \u201cagent c\u00f3 \u0111\u00e1ng tin kh\u00f4ng?\u201d. Doanh nghi\u1ec7p c\u1ea7n bi\u1ebft agent n\u00e0o \u0111\u01b0\u1ee3c ph\u00e9p truy c\u1eadp d\u1eef li\u1ec7u n\u00e0o, \u0111\u01b0\u1ee3c th\u1ef1c hi\u1ec7n h\u00e0nh \u0111\u1ed9ng n\u00e0o, ai ch\u1ecbu tr\u00e1ch nhi\u1ec7m, l\u1ecbch s\u1eed thao t\u00e1c \u0111\u01b0\u1ee3c ghi l\u1ea1i ra sao v\u00e0 c\u00e1ch d\u1eebng agent khi c\u00f3 r\u1ee7i ro.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">V\u00ec v\u1eady, d\u1eef li\u1ec7u s\u1ea1ch, ph\u00e2n quy\u1ec1n r\u00f5 r\u00e0ng, nh\u1eadt k\u00fd ho\u1ea1t \u0111\u1ed9ng, ki\u1ec3m to\u00e1n, b\u1ea3o m\u1eadt v\u00e0 \u0111\u1ecbnh danh cho agent s\u1ebd tr\u1edf th\u00e0nh n\u1ec1n t\u1ea3ng b\u1eaft bu\u1ed9c. Trong n\u1ec1n kinh t\u1ebf agentic, ni\u1ec1m tin kh\u00f4ng c\u00f2n l\u00e0 y\u1ebfu t\u1ed1 ph\u1ee5. Ni\u1ec1m tin tr\u1edf th\u00e0nh h\u1ea1 t\u1ea7ng kinh t\u1ebf.<\/p>\n\n\n\n<h2 id=\"S\u1ed1_li\u1ec7u_n\u00e0o_v\u1ec1_AI_agent_\u0111\u00e1ng_tin?\">S\u1ed1 li\u1ec7u n\u00e0o v\u1ec1 AI agent \u0111\u00e1ng tin?<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">C\u00e1c con s\u1ed1 v\u1ec1 AI agent ch\u00eanh nhau r\u1ea5t nhi\u1ec1u t\u00f9y c\u00e1ch \u0111\u1ecbnh ngh\u0129a v\u00e0 ng\u01b0\u1eddi \u0111o. \u0110\u00e1ng tin h\u01a1n l\u00e0 kh\u1ea3o s\u00e1t v\u00e0 d\u1ef1 b\u00e1o c\u00f3 c\u00f4ng b\u1ed1 ph\u01b0\u01a1ng ph\u00e1p t\u1eeb McKinsey, Gartner, WEF hay Stanford. C\u00e1c con s\u1ed1 b\u00ean d\u01b0\u1edbi \u0111\u1ec1u \u0111\u00e3 \u0111\u1ed1i chi\u1ebfu v\u1edbi trang g\u1ed1c ng\u00e0y 29\/10\/2026.<\/p>\n\n\n\n<h3 id=\"Quy_m\u00f4_th\u1ecb_tr\u01b0\u1eddng:_\u01b0\u1edbc_t\u00ednh_ch\u00eanh_nhau_nhi\u1ec1u\">Quy m\u00f4 th\u1ecb tr\u01b0\u1eddng: \u01b0\u1edbc t\u00ednh ch\u00eanh nhau nhi\u1ec1u<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">C\u00e1c h\u00e3ng nghi\u00ean c\u1ee9u th\u1ecb tr\u01b0\u1eddng nh\u01b0 Mordor Intelligence, Grand View Research hay Fortune Business Insights \u0111\u01b0a ra quy m\u00f4 th\u1ecb tr\u01b0\u1eddng AI agent n\u0103m 2025 kh\u00e1c nhau t\u1edbi v\u00e0i l\u1ea7n, v\u00ec m\u1ed7i n\u01a1i t\u00ednh m\u1ed9t ph\u1ea1m vi kh\u00e1c (ph\u1ea7n m\u1ec1m agent, n\u1ec1n t\u1ea3ng, d\u1ecbch v\u1ee5 \u0111i k\u00e8m). Ph\u1ea7n l\u1edbn l\u00e0 b\u00e1o c\u00e1o tr\u1ea3 ph\u00ed v\u00e0 th\u01b0\u1eddng \u0111\u01b0\u1ee3c tr\u00edch l\u1ea1i qua trang t\u1ed5ng h\u1ee3p, n\u00ean b\u00e0i kh\u00f4ng d\u00f9ng m\u1ed9t con s\u1ed1 quy m\u00f4 th\u1ecb tr\u01b0\u1eddng c\u1ee5 th\u1ec3.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">D\u1ef1 b\u00e1o c\u00f3 trang g\u1ed1c c\u00f4ng khai l\u00e0 c\u1ee7a <a href=\"https:\/\/www.gartner.com\/en\/newsroom\/press-releases\/2025-08-26-gartner-predicts-40-percent-of-enterprise-apps-will-feature-task-specific-ai-agents-by-2026-up-from-less-than-5-percent-in-2025\" target=\"_blank\" rel=\"noopener nofollow\">Gartner (26\/08\/2025)<\/a>: trong k\u1ecbch b\u1ea3n thu\u1eadn l\u1ee3i, agentic AI c\u00f3 th\u1ec3 t\u1ea1o kho\u1ea3ng 30% doanh thu ph\u1ea7n m\u1ec1m \u1ee9ng d\u1ee5ng doanh nghi\u1ec7p v\u00e0o n\u0103m 2035, t\u1ee9c h\u01a1n 450 t\u1ef7 USD, so v\u1edbi 2% n\u0103m 2025. \u0110\u00e2y l\u00e0 k\u1ecbch b\u1ea3n l\u1ea1c quan c\u1ee7a Gartner, kh\u00f4ng ph\u1ea3i s\u1ed1 \u0111o th\u1ef1c t\u1ebf.<\/p>\n\n\n\n<h3 id=\"Doanh_nghi\u1ec7p_\u0111ang_\u0111\u1ea7u_t\u01b0_v\u00e0o_agent_\u1edf_m\u1ee9c_n\u00e0o?\">Doanh nghi\u1ec7p \u0111ang \u0111\u1ea7u t\u01b0 v\u00e0o agent \u1edf m\u1ee9c n\u00e0o?<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">M\u1ed9t cu\u1ed9c th\u0103m d\u00f2 c\u1ee7a <a href=\"https:\/\/www.gartner.com\/en\/newsroom\/press-releases\/2025-06-25-gartner-predicts-over-40-percent-of-agentic-ai-projects-will-be-canceled-by-end-of-2027\" target=\"_blank\" rel=\"noopener nofollow\">Gartner<\/a> v\u00e0o th\u00e1ng 1\/2025 v\u1edbi 3.412 ng\u01b0\u1eddi tham d\u1ef1 h\u1ed9i th\u1ea3o tr\u1ef1c tuy\u1ebfn cho th\u1ea5y: 19% n\u00f3i t\u1ed5 ch\u1ee9c \u0111\u00e3 \u0111\u1ea7u t\u01b0 \u0111\u00e1ng k\u1ec3 v\u00e0o agentic AI, 42% \u0111\u1ea7u t\u01b0 th\u1eadn tr\u1ecdng, 8% ch\u01b0a \u0111\u1ea7u t\u01b0, 31% c\u00f2n ch\u1edd xem. \u0110\u00e2y l\u00e0 th\u0103m d\u00f2 ng\u01b0\u1eddi tham d\u1ef1 h\u1ed9i th\u1ea3o, kh\u00f4ng ph\u1ea3i m\u1eabu \u0111\u1ea1i di\u1ec7n cho m\u1ecdi doanh nghi\u1ec7p.<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"700\" height=\"375\" src=\"https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/06\/tuong-lai-cua-nen-kinh-te-agentic-economic-3.png\" alt=\"Minh ho\u1ea1 b\u1ea3ng \u0111i\u1ec1u khi\u1ec3n theo d\u00f5i AI agent trong doanh nghi\u1ec7p\" class=\"wp-image-125948\" title=\"\" srcset=\"https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/06\/tuong-lai-cua-nen-kinh-te-agentic-economic-3.png 700w, https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/06\/tuong-lai-cua-nen-kinh-te-agentic-economic-3-300x161.png 300w\" sizes=\"(max-width: 700px) 100vw, 700px\" \/><\/figure>\n\n\n\n<h3 id=\"Ch\u1ec9_s\u1ed1_doanh_nghi\u1ec7p_\u2014_T\u1eeb_th\u1eed_nghi\u1ec7m_\u0111\u1ebfn_tri\u1ec3n_khai_th\u1ef1c_t\u1ebf\">Ch\u1ec9 s\u1ed1 doanh nghi\u1ec7p \u2014 T\u1eeb th\u1eed nghi\u1ec7m \u0111\u1ebfn tri\u1ec3n khai th\u1ef1c t\u1ebf<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Theo kh\u1ea3o s\u00e1t <a href=\"https:\/\/www.mckinsey.com\/capabilities\/quantumblack\/our-insights\/the-state-of-ai-2025\" target=\"_blank\" rel=\"noopener nofollow\">The state of AI in 2025 c\u1ee7a McKinsey<\/a> (th\u1ef1c hi\u1ec7n t\u1eeb 25\/6 \u0111\u1ebfn 29\/7\/2025, 1.993 ng\u01b0\u1eddi tham gia t\u1ea1i 105 qu\u1ed1c gia):<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>88% ng\u01b0\u1eddi tr\u1ea3 l\u1eddi<\/strong> cho bi\u1ebft t\u1ed5 ch\u1ee9c d\u00f9ng AI th\u01b0\u1eddng xuy\u00ean \u1edf \u00edt nh\u1ea5t m\u1ed9t ch\u1ee9c n\u0103ng (n\u0103m tr\u01b0\u1edbc l\u00e0 78%).<\/li>\n\n\n<li><strong>62%<\/strong> n\u00f3i t\u1ed5 ch\u1ee9c \u00edt nh\u1ea5t \u0111ang th\u1eed AI agent; trong \u0111\u00f3 <strong>23%<\/strong> \u0111\u00e3 m\u1edf r\u1ed9ng m\u1ed9t h\u1ec7 th\u1ed1ng agentic AI \u1edf \u00edt nh\u1ea5t m\u1ed9t b\u1ed9 ph\u1eadn.<\/li>\n\n\n<li>G\u1ea7n hai ph\u1ea7n ba ch\u01b0a b\u1eaft \u0111\u1ea7u m\u1edf r\u1ed9ng AI ra to\u00e0n doanh nghi\u1ec7p, v\u00e0 ch\u1ec9 <strong>39%<\/strong> ghi nh\u1eadn t\u00e1c \u0111\u1ed9ng l\u00ean l\u1ee3i nhu\u1eadn (EBIT) \u1edf c\u1ea5p doanh nghi\u1ec7p.<\/li>\n\n\n<li><strong>Gartner d\u1ef1 b\u00e1o<\/strong> \u0111\u1ebfn cu\u1ed1i 2026, t\u1edbi 40% \u1ee9ng d\u1ee5ng doanh nghi\u1ec7p s\u1ebd t\u00edch h\u1ee3p agent chuy\u00ean cho t\u1eebng t\u00e1c v\u1ee5, so v\u1edbi d\u01b0\u1edbi 5% n\u0103m 2025 (<a href=\"https:\/\/www.gartner.com\/en\/newsroom\/press-releases\/2025-08-26-gartner-predicts-40-percent-of-enterprise-apps-will-feature-task-specific-ai-agents-by-2026-up-from-less-than-5-percent-in-2025\" target=\"_blank\" rel=\"noopener nofollow\">Gartner, 08\/2025<\/a>).<\/li>\n<\/ul>\n\n\n\n<h2 id=\"AI_agent_t\u00e1c_\u0111\u1ed9ng_l\u00ean_kinh_t\u1ebf_to\u00e0n_c\u1ea7u_ra_sao?\">AI agent t\u00e1c \u0111\u1ed9ng l\u00ean kinh t\u1ebf to\u00e0n c\u1ea7u ra sao?<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">C\u00e1c \u01b0\u1edbc t\u00ednh l\u1edbn v\u1ec1 gi\u00e1 tr\u1ecb kinh t\u1ebf th\u01b0\u1eddng \u0111o AI t\u1ea1o sinh n\u00f3i chung, kh\u00f4ng ri\u00eang agent, v\u00e0 \u0111\u1ec1u l\u00e0 k\u1ecbch b\u1ea3n c\u00f3 \u0111i\u1ec1u ki\u1ec7n. \u0110i\u1ec3m chung c\u1ee7a ch\u00fang: gi\u00e1 tr\u1ecb ch\u1ec9 \u0111\u1ebfn khi doanh nghi\u1ec7p thi\u1ebft k\u1ebf l\u1ea1i quy tr\u00ecnh, \u0111\u00e0o t\u1ea1o ng\u01b0\u1eddi d\u00f9ng v\u00e0 ki\u1ec3m so\u00e1t \u0111\u01b0\u1ee3c r\u1ee7i ro.<\/p>\n\n\n\n<h3 id=\"\u0110\u00f3ng_g\u00f3p_GDP:_c\u00e1c_\u01b0\u1edbc_t\u00ednh_ch\u00ednh\">\u0110\u00f3ng g\u00f3p GDP: c\u00e1c \u01b0\u1edbc t\u00ednh ch\u00ednh<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/www.mckinsey.com\/capabilities\/tech-and-ai\/our-insights\/the-economic-potential-of-generative-ai-the-next-productivity-frontier\" target=\"_blank\" rel=\"noopener nofollow\">McKinsey (06\/2023)<\/a> \u01b0\u1edbc t\u00ednh AI t\u1ea1o sinh c\u00f3 th\u1ec3 t\u1ea1o th\u00eam <strong>2,6 \u0111\u1ebfn 4,4 ngh\u00ecn t\u1ef7 USD<\/strong> gi\u00e1 tr\u1ecb m\u1ed7i n\u0103m tr\u00ean 63 t\u00ecnh hu\u1ed1ng \u1ee9ng d\u1ee5ng \u0111\u01b0\u1ee3c ph\u00e2n t\u00edch, \u0111\u1ec3 so s\u00e1nh, GDP c\u1ee7a V\u01b0\u01a1ng qu\u1ed1c Anh n\u0103m 2021 l\u00e0 3,1 ngh\u00ecn t\u1ef7 USD. Con s\u1ed1 n\u00e0y c\u00f3 th\u1ec3 g\u1ea7n g\u1ea5p \u0111\u00f4i n\u1ebfu t\u00ednh c\u1ea3 vi\u1ec7c nh\u00fang AI t\u1ea1o sinh v\u00e0o ph\u1ea7n m\u1ec1m \u0111ang d\u00f9ng cho c\u00e1c vi\u1ec7c kh\u00e1c.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/kpmg.com\/kpmg-us\/content\/dam\/kpmg\/pdf\/2025\/gen-ai-economic-growth.pdf\" target=\"_blank\" rel=\"noopener nofollow\">KPMG (2025)<\/a> d\u00f9ng m\u00f4 h\u00ecnh c\u00e2n b\u1eb1ng t\u1ed5ng th\u1ec3 v\u00e0 \u01b0\u1edbc t\u00ednh kinh t\u1ebf th\u1ebf gi\u1edbi c\u00f3 th\u1ec3 t\u0103ng th\u00eam <strong>11,04 ngh\u00ecn t\u1ef7 USD v\u00e0o n\u0103m 2050<\/strong> n\u1ebfu AI t\u1ea1o sinh \u0111\u01b0\u1ee3c \u00e1p d\u1ee5ng nhanh, v\u00e0 9,83 ngh\u00ecn t\u1ef7 USD n\u1ebfu \u00e1p d\u1ee5ng ch\u1eadm. KPMG l\u01b0u \u00fd k\u1ebft qu\u1ea3 s\u1ebd thay \u0111\u1ed5i khi c\u00f3 \u01b0\u1edbc t\u00ednh n\u0103ng su\u1ea5t m\u1edbi.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/hai.stanford.edu\/ai-index\/2026-ai-index-report\/economy\" target=\"_blank\" rel=\"noopener nofollow\">Stanford AI Index 2026<\/a> \u01b0\u1edbc t\u00ednh <strong>th\u1eb7ng d\u01b0 ti\u00eau d\u00f9ng<\/strong> t\u1eeb AI t\u1ea1o sinh \u1edf M\u1ef9 (gi\u00e1 tr\u1ecb ng\u01b0\u1eddi d\u00f9ng nh\u1eadn \u0111\u01b0\u1ee3c v\u01b0\u1ee3t m\u1ee9c h\u1ecd tr\u1ea3) \u0111\u1ea1t kho\u1ea3ng 172 t\u1ef7 USD m\u1ed7i n\u0103m v\u00e0o \u0111\u1ea7u 2026, t\u0103ng 54% sau m\u1ed9t n\u0103m, ph\u1ea7n l\u1edbn \u0111\u1ebfn t\u1eeb c\u00f4ng c\u1ee5 mi\u1ec5n ph\u00ed ho\u1eb7c g\u1ea7n mi\u1ec5n ph\u00ed. \u0110\u00e2y kh\u00f4ng ph\u1ea3i doanh thu hay GDP.<\/p>\n\n\n\n<h3 id=\"T\u00e1c_\u0111\u1ed9ng_l\u00ean_l\u1ef1c_l\u01b0\u1ee3ng_lao_\u0111\u1ed9ng_\u2014_Kh\u00f4ng_ph\u1ea3i_&#8220;m\u1ea5t_vi\u1ec7c&#8221;_m\u00e0_l\u00e0_&#8220;thay_\u0111\u1ed5i_vi\u1ec7c&#8221;\">T\u00e1c \u0111\u1ed9ng l\u00ean l\u1ef1c l\u01b0\u1ee3ng lao \u0111\u1ed9ng \u2014 Kh\u00f4ng ph\u1ea3i &#8220;m\u1ea5t vi\u1ec7c&#8221; m\u00e0 l\u00e0 &#8220;thay \u0111\u1ed5i vi\u1ec7c&#8221;<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u0110\u00e2y l\u00e0 ph\u1ea7n d\u1ec5 b\u1ecb hi\u1ec3u sai nh\u1ea5t n\u1ebfu ch\u1ec9 \u0111\u1ecdc ti\u00eau \u0111\u1ec1 tin, n\u00ean c\u1ea7n xem k\u1ef9 m\u1ed7i con s\u1ed1 \u0111o c\u00e1i g\u00ec.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>G\u00f3c nh\u00ecn t\u1eeb d\u1eef li\u1ec7u:<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/www.mckinsey.com\/mgi\/our-research\/agents-robots-and-us-skill-partnerships-in-the-age-of-ai\" target=\"_blank\" rel=\"noopener nofollow\">McKinsey Global Institute (11\/2025)<\/a> \u01b0\u1edbc t\u00ednh c\u00f4ng ngh\u1ec7 \u0111\u00e3 \u0111\u01b0\u1ee3c ch\u1ee9ng minh hi\u1ec7n nay, v\u1ec1 l\u00fd thuy\u1ebft, c\u00f3 th\u1ec3 t\u1ef1 \u0111\u1ed9ng ho\u00e1 c\u00e1c ho\u1ea1t \u0111\u1ed9ng chi\u1ebfm kho\u1ea3ng <strong>57% gi\u1edd l\u00e0m vi\u1ec7c<\/strong> \u1edf M\u1ef9. Nh\u00f3m ho\u1ea1t \u0111\u1ed9ng d\u1ec5 t\u1ef1 \u0111\u1ed9ng ho\u00e1 chi\u1ebfm kho\u1ea3ng 40% t\u1ed5ng ti\u1ec1n l\u01b0\u01a1ng. McKinsey nh\u1ea5n m\u1ea1nh \u0111\u00e2y l\u00e0 <strong>ti\u1ec1m n\u0103ng k\u1ef9 thu\u1eadt<\/strong>, kh\u00f4ng ph\u1ea3i d\u1ef1 b\u00e1o s\u1ed1 vi\u1ec7c l\u00e0m b\u1ecb m\u1ea5t.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/www.weforum.org\/press\/2025\/01\/future-of-jobs-report-2025-78-million-new-job-opportunities-by-2030-but-urgent-upskilling-needed-to-prepare-workforces\/\" target=\"_blank\" rel=\"noopener nofollow\">B\u00e1o c\u00e1o Future of Jobs 2025 c\u1ee7a WEF<\/a> (d\u1eef li\u1ec7u t\u1eeb h\u01a1n 1.000 doanh nghi\u1ec7p) d\u1ef1 b\u00e1o \u0111\u1ebfn n\u0103m 2030, bi\u1ebfn \u0111\u1ed9ng vi\u1ec7c l\u00e0m t\u01b0\u01a1ng \u0111\u01b0\u01a1ng 22% s\u1ed1 vi\u1ec7c l\u00e0m, v\u1edbi <strong>170 tri\u1ec7u v\u1ecb tr\u00ed m\u1edbi<\/strong>, 92 tri\u1ec7u v\u1ecb tr\u00ed m\u1ea5t \u0111i, t\u1ee9c <strong>t\u0103ng r\u00f2ng 78 tri\u1ec7u<\/strong>. C\u00e1c y\u1ebfu t\u1ed1 g\u00e2y bi\u1ebfn \u0111\u1ed9ng g\u1ed3m c\u00f4ng ngh\u1ec7, d\u00e2n s\u1ed1, c\u0103ng th\u1eb3ng \u0111\u1ecba kinh t\u1ebf v\u00e0 \u00e1p l\u1ef1c kinh t\u1ebf, kh\u00f4ng ri\u00eang AI.<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"1400\" height=\"750\" src=\"https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/10\/agentic-economy-viec-lam-wef.webp\" alt=\"Bi\u1ec3u \u0111\u1ed3 vi\u1ec7c l\u00e0m to\u00e0n c\u1ea7u \u0111\u1ebfn 2030 theo WEF Future of Jobs Report 2025: 170 tri\u1ec7u vi\u1ec7c l\u00e0m m\u1edbi, 92 tri\u1ec7u m\u1ea5t \u0111i, t\u0103ng r\u00f2ng 78 tri\u1ec7u\" class=\"wp-image-132944\" title=\"\" srcset=\"https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/10\/agentic-economy-viec-lam-wef.webp 1400w, https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/10\/agentic-economy-viec-lam-wef-300x161.webp 300w, https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/10\/agentic-economy-viec-lam-wef-1024x549.webp 1024w, https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/10\/agentic-economy-viec-lam-wef-768x411.webp 768w\" sizes=\"(max-width: 1400px) 100vw, 1400px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"700\" height=\"375\" src=\"https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/06\/tuong-lai-cua-nen-kinh-te-agentic-economic-4.png\" alt=\"Minh ho\u1ea1 t\u00e1c \u0111\u1ed9ng c\u1ee7a AI agent l\u00ean vi\u1ec7c l\u00e0m v\u00e0 n\u1ec1n kinh t\u1ebf\" class=\"wp-image-125949\" title=\"\" srcset=\"https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/06\/tuong-lai-cua-nen-kinh-te-agentic-economic-4.png 700w, https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/06\/tuong-lai-cua-nen-kinh-te-agentic-economic-4-300x161.png 300w\" sizes=\"(max-width: 700px) 100vw, 700px\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">M\u1ed9t s\u1ed1 vai tr\u00f2 m\u1edbi th\u01b0\u1eddng \u0111\u01b0\u1ee3c nh\u1eafc t\u1edbi khi doanh nghi\u1ec7p \u0111\u01b0a agent v\u00e0o v\u1eadn h\u00e0nh:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>AI Orchestrator (ng\u01b0\u1eddi \u0111i\u1ec1u ph\u1ed1i \u0111\u1ed9i ng\u0169 AI agents)<\/li>\n\n\n<li>Prompt Engineer v\u00e0 AI Trainer<\/li>\n\n\n<li>AI Governance &amp; Ethics Specialist<\/li>\n\n\n<li>Human-AI Collaboration Designer<\/li>\n\n\n<li>Agent Developer v\u00e0 AI Systems Architect<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>M\u1ed9t \u0111i\u1ec3m t\u00edch c\u1ef1c:<\/strong> <a href=\"https:\/\/www.pwc.com\/gx\/en\/news-room\/press-releases\/2025\/ai-linked-to-a-fourfold-increase-in-productivity-growth.html\" target=\"_blank\" rel=\"noopener nofollow\">PwC 2025 Global AI Jobs Barometer<\/a> (ph\u00e2n t\u00edch g\u1ea7n m\u1ed9t t\u1ef7 tin tuy\u1ec3n d\u1ee5ng) ph\u00e1t hi\u1ec7n r\u1eb1ng ngay c\u1ea3 trong c\u00e1c ng\u00e0nh ngh\u1ec1 c\u00f3 nguy c\u01a1 t\u1ef1 \u0111\u1ed9ng h\u00f3a cao, <strong>s\u1ed1 l\u01b0\u1ee3ng vi\u1ec7c l\u00e0m v\u1eabn \u0111ang t\u0103ng<\/strong> v\u00e0 ng\u01b0\u1eddi lao \u0111\u1ed9ng c\u00f3 k\u1ef9 n\u0103ng AI \u0111\u01b0\u1ee3c tr\u1ea3 l\u01b0\u01a1ng cao h\u01a1n <strong>56%<\/strong> so v\u1edbi ng\u01b0\u1eddi c\u00f9ng ngh\u1ec1 kh\u00f4ng c\u00f3 k\u1ef9 n\u0103ng n\u00e0y (s\u1ed1 li\u1ec7u n\u0103m 2024).<\/p>\n\n\n\n<h3 id=\"Chuy\u1ec3n_d\u1ecbch_c\u01a1_c\u1ea5u_t\u1ed5_ch\u1ee9c_doanh_nghi\u1ec7p\">Chuy\u1ec3n d\u1ecbch c\u01a1 c\u1ea5u t\u1ed5 ch\u1ee9c doanh nghi\u1ec7p<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Trong b\u1ed9 d\u1ef1 b\u00e1o chi\u1ebfn l\u01b0\u1ee3c c\u00f4ng b\u1ed1 th\u00e1ng 10\/2024, Gartner cho r\u1eb1ng \u0111\u1ebfn h\u1ebft n\u0103m 2026, kho\u1ea3ng 20% t\u1ed5 ch\u1ee9c s\u1ebd d\u00f9ng AI \u0111\u1ec3 l\u00e0m ph\u1eb3ng c\u01a1 c\u1ea5u, c\u1eaft h\u01a1n m\u1ed9t n\u1eeda s\u1ed1 v\u1ecb tr\u00ed qu\u1ea3n l\u00fd c\u1ea5p trung hi\u1ec7n c\u00f3. N\u1ebfu xu h\u01b0\u1edbng n\u00e0y di\u1ec5n ra, vai tr\u00f2 qu\u1ea3n l\u00fd c\u00f2n l\u1ea1i s\u1ebd d\u1ea7n chuy\u1ec3n sang gi\u00e1m s\u00e1t c\u1ea3 con ng\u01b0\u1eddi l\u1eabn AI agent.<\/p>\n\n\n\n<h3 id=\"Nh\u1eefng_r\u1ee7i_ro_c\u1ea7n_t\u00ednh_tr\u01b0\u1edbc\">Nh\u1eefng r\u1ee7i ro c\u1ea7n t\u00ednh tr\u01b0\u1edbc<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">C\u00e1c s\u1ed1 li\u1ec7u d\u01b0\u1edbi \u0111\u00e2y cho th\u1ea5y ph\u1ea7n l\u1edbn d\u1ef1 \u00e1n agent v\u1eabn \u0111ang \u1edf giai \u0111o\u1ea1n th\u1eed nghi\u1ec7m:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Gartner d\u1ef1 b\u00e1o <strong>h\u01a1n 40% d\u1ef1 \u00e1n agentic AI<\/strong> s\u1ebd b\u1ecb hu\u1ef7 tr\u01b0\u1edbc cu\u1ed1i n\u0103m 2027 v\u00ec chi ph\u00ed t\u0103ng, gi\u00e1 tr\u1ecb kinh doanh kh\u00f4ng r\u00f5 ho\u1eb7c ki\u1ec3m so\u00e1t r\u1ee7i ro y\u1ebfu (<a href=\"https:\/\/www.gartner.com\/en\/newsroom\/press-releases\/2025-06-25-gartner-predicts-over-40-percent-of-agentic-ai-projects-will-be-canceled-by-end-of-2027\" target=\"_blank\" rel=\"noopener nofollow\">Gartner, 06\/2025<\/a>).<\/li>\n\n\n<li>Gartner c\u0169ng c\u1ea3nh b\u00e1o hi\u1ec7n t\u01b0\u1ee3ng \u201cagent washing\u201d: g\u1eafn nh\u00e3n agent cho tr\u1ee3 l\u00fd AI, RPA hay chatbot c\u0169; theo \u01b0\u1edbc t\u00ednh c\u1ee7a h\u00e3ng, ch\u1ec9 kho\u1ea3ng 130 trong h\u00e0ng ngh\u00ecn nh\u00e0 cung c\u1ea5p agentic AI l\u00e0 th\u1eadt s\u1ef1 c\u00f3 n\u0103ng l\u1ef1c agent.<\/li>\n\n\n<li>Ch\u1ec9 kho\u1ea3ng <strong>6%<\/strong> ng\u01b0\u1eddi tr\u1ea3 l\u1eddi kh\u1ea3o s\u00e1t McKinsey thu\u1ed9c nh\u00f3m \u201cAI high performer\u201d: ghi nh\u1eadn AI \u0111\u00f3ng g\u00f3p t\u1eeb 5% EBIT tr\u1edf l\u00ean v\u00e0 thu \u0111\u01b0\u1ee3c gi\u00e1 tr\u1ecb \u0111\u00e1ng k\u1ec3.<\/li>\n<\/ul>\n\n\n\n<h2 id=\"C\u00e1c_l\u0129nh_v\u1ef1c_ch\u1ecbu_t\u00e1c_\u0111\u1ed9ng_m\u1ea1nh_t\u1eeb_kinh_t\u1ebf_agentic\">C\u00e1c l\u0129nh v\u1ef1c ch\u1ecbu t\u00e1c \u0111\u1ed9ng m\u1ea1nh t\u1eeb kinh t\u1ebf agentic<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Agent t\u00e1c \u0111\u1ed9ng r\u00f5 nh\u1ea5t \u1edf nh\u1eefng c\u00f4ng vi\u1ec7c c\u00f3 quy tr\u00ecnh l\u1eb7p l\u1ea1i, d\u1eef li\u1ec7u s\u1ed1 v\u00e0 k\u1ebft qu\u1ea3 ki\u1ec3m tra \u0111\u01b0\u1ee3c: ch\u0103m s\u00f3c kh\u00e1ch h\u00e0ng, marketing, k\u1ebf to\u00e1n, l\u1eadp tr\u00ecnh, nh\u00e2n s\u1ef1 v\u00e0 chu\u1ed7i cung \u1ee9ng. \u1ede m\u1ed7i l\u0129nh v\u1ef1c, agent l\u00e0m ph\u1ea7n x\u1eed l\u00fd c\u00f2n con ng\u01b0\u1eddi gi\u1eef quy\u1ebft \u0111\u1ecbnh v\u00e0 tr\u00e1ch nhi\u1ec7m cu\u1ed1i.<\/p>\n\n\n\n<h3 id=\"Ch\u0103m_s\u00f3c_kh\u00e1ch_h\u00e0ng_v\u00e0_b\u00e1n_h\u00e0ng\">Ch\u0103m s\u00f3c kh\u00e1ch h\u00e0ng v\u00e0 b\u00e1n h\u00e0ng<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u0110\u00e2y l\u00e0 nh\u00f3m \u1ee9ng d\u1ee5ng d\u1ec5 th\u1ea5y. AI Agent c\u00f3 th\u1ec3 ti\u1ebfp nh\u1eadn y\u00eau c\u1ea7u, ph\u00e2n lo\u1ea1i v\u1ea5n \u0111\u1ec1, tra c\u1ee9u l\u1ecbch s\u1eed kh\u00e1ch h\u00e0ng, \u0111\u1ec1 xu\u1ea5t c\u00e2u tr\u1ea3 l\u1eddi, t\u1ea1o ticket, chuy\u1ec3n c\u1ea5p khi c\u1ea7n v\u00e0 t\u1ed5ng h\u1ee3p b\u00e1o c\u00e1o ch\u1ea5t l\u01b0\u1ee3ng d\u1ecbch v\u1ee5.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Trong b\u00e1n h\u00e0ng, agent c\u00f3 th\u1ec3 theo d\u00f5i lead, nh\u1eafc l\u1ecbch ch\u0103m s\u00f3c, c\u00e1 nh\u00e2n h\u00f3a email, \u0111\u1ec1 xu\u1ea5t \u01b0u \u0111\u00e3i, ph\u00e2n t\u00edch kh\u1ea3 n\u0103ng ch\u1ed1t \u0111\u01a1n v\u00e0 c\u1eadp nh\u1eadt CRM. V\u1edbi doanh nghi\u1ec7p v\u1eeba v\u00e0 nh\u1ecf, \u0111\u00e2y l\u00e0 c\u00e1ch \u0111\u1ec3 t\u1ea1o tr\u1ea3i nghi\u1ec7m g\u1ea7n gi\u1ed1ng \u0111\u1ed9i ng\u0169 sales l\u1edbn nh\u01b0ng chi ph\u00ed th\u1ea5p h\u01a1n.<\/p>\n\n\n\n<h3 id=\"Marketing_v\u00e0_th\u01b0\u01a1ng_m\u1ea1i_\u0111i\u1ec7n_t\u1eed\">Marketing v\u00e0 th\u01b0\u01a1ng m\u1ea1i \u0111i\u1ec7n t\u1eed<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">AI Agent c\u00f3 th\u1ec3 h\u1ed7 tr\u1ee3 nghi\u00ean c\u1ee9u t\u1eeb kh\u00f3a, ph\u00e2n t\u00edch \u0111\u1ed1i th\u1ee7, t\u1ea1o l\u1ecbch n\u1ed9i dung, vi\u1ebft b\u1ea3n nh\u00e1p, ki\u1ec3m tra hi\u1ec7u qu\u1ea3 chi\u1ebfn d\u1ecbch, ph\u00e2n nh\u00f3m kh\u00e1ch h\u00e0ng v\u00e0 \u0111\u1ec1 xu\u1ea5t th\u00f4ng \u0111i\u1ec7p c\u00e1 nh\u00e2n h\u00f3a. Khi k\u1ebft h\u1ee3p v\u1edbi d\u1eef li\u1ec7u h\u00e0nh vi, agent c\u00f3 th\u1ec3 t\u1ef1 \u0111\u1ed9ng g\u1ee3i \u00fd s\u1ea3n ph\u1ea9m, th\u1eddi \u0111i\u1ec3m g\u1eedi th\u00f4ng \u0111i\u1ec7p v\u00e0 k\u00eanh ti\u1ebfp c\u1eadn ph\u00f9 h\u1ee3p.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Trong th\u01b0\u01a1ng m\u1ea1i \u0111i\u1ec7n t\u1eed, kinh t\u1ebf agentic c\u00f3 th\u1ec3 l\u00e0m thay \u0111\u1ed5i c\u00e1ch ng\u01b0\u1eddi d\u00f9ng mua h\u00e0ng. Thay v\u00ec g\u00f5 t\u1eeb kh\u00f3a v\u00e0 t\u1ef1 \u0111\u1ecdc h\u00e0ng ch\u1ee5c k\u1ebft qu\u1ea3, ng\u01b0\u1eddi d\u00f9ng c\u00f3 th\u1ec3 giao m\u1ee5c ti\u00eau: \u201cT\u00ecm s\u1ea3n ph\u1ea9m ph\u00f9 h\u1ee3p v\u1edbi ng\u00e2n s\u00e1ch n\u00e0y, \u01b0u ti\u00ean b\u1ea3o h\u00e0nh t\u1ed1t, giao nhanh, \u0111\u00e1nh gi\u00e1 cao\u201d. Assistant agent s\u1ebd \u0111\u00f3ng vai tr\u00f2 l\u1ecdc l\u1ef1a v\u00e0 th\u01b0\u01a1ng l\u01b0\u1ee3ng thay cho ng\u01b0\u1eddi mua.<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"700\" height=\"375\" src=\"https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/06\/tuong-lai-cua-nen-kinh-te-agentic-economic-5.png\" alt=\"C\u00e1c l\u0129nh v\u1ef1c ch\u1ecbu t\u00e1c \u0111\u1ed9ng t\u1eeb kinh t\u1ebf agentic: ch\u0103m s\u00f3c kh\u00e1ch h\u00e0ng, marketing, t\u00e0i ch\u00ednh, l\u1eadp tr\u00ecnh, nh\u00e2n s\u1ef1, chu\u1ed7i cung \u1ee9ng\" class=\"wp-image-125950\" title=\"\" srcset=\"https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/06\/tuong-lai-cua-nen-kinh-te-agentic-economic-5.png 700w, https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/06\/tuong-lai-cua-nen-kinh-te-agentic-economic-5-300x161.png 300w\" sizes=\"(max-width: 700px) 100vw, 700px\" \/><\/figure>\n\n\n\n<h3 id=\"T\u00e0i_ch\u00ednh,_k\u1ebf_to\u00e1n_v\u00e0_ph\u00e1p_l\u00fd\">T\u00e0i ch\u00ednh, k\u1ebf to\u00e1n v\u00e0 ph\u00e1p l\u00fd<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Trong t\u00e0i ch\u00ednh v\u00e0 k\u1ebf to\u00e1n, AI Agent c\u00f3 th\u1ec3 \u0111\u1ed1i chi\u1ebfu giao d\u1ecbch, ph\u00e1t hi\u1ec7n b\u1ea5t th\u01b0\u1eddng, nh\u1eafc h\u1ea1n thanh to\u00e1n, ph\u00e2n lo\u1ea1i ch\u1ee9ng t\u1eeb, t\u1ea1o b\u00e1o c\u00e1o d\u00f2ng ti\u1ec1n v\u00e0 h\u1ed7 tr\u1ee3 d\u1ef1 b\u00e1o ng\u00e2n s\u00e1ch. Tuy nhi\u00ean, \u0111\u00e2y c\u0169ng l\u00e0 nh\u00f3m l\u0129nh v\u1ef1c c\u1ea7n ki\u1ec3m so\u00e1t r\u1ee7i ro cao v\u00ec d\u1eef li\u1ec7u nh\u1ea1y c\u1ea3m v\u00e0 tr\u00e1ch nhi\u1ec7m ph\u00e1p l\u00fd r\u00f5 r\u00e0ng.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Trong ph\u00e1p l\u00fd, agent c\u00f3 th\u1ec3 h\u1ed7 tr\u1ee3 t\u00ecm \u0111i\u1ec1u kho\u1ea3n, so s\u00e1nh h\u1ee3p \u0111\u1ed3ng, t\u00f3m t\u1eaft v\u0103n b\u1ea3n, \u0111\u00e1nh d\u1ea5u r\u1ee7i ro v\u00e0 chu\u1ea9n b\u1ecb b\u1ea3n nh\u00e1p. Quy\u1ebft \u0111\u1ecbnh cu\u1ed1i c\u00f9ng v\u1eabn c\u1ea7n chuy\u00ean gia ch\u1ecbu tr\u00e1ch nhi\u1ec7m.<\/p>\n\n\n\n<h3 id=\"L\u1eadp_tr\u00ecnh,_DevOps_v\u00e0_v\u1eadn_h\u00e0nh_h\u1ec7_th\u1ed1ng\">L\u1eadp tr\u00ecnh, DevOps v\u00e0 v\u1eadn h\u00e0nh h\u1ec7 th\u1ed1ng<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">AI Agent \u0111ang t\u00e1c \u0111\u1ed9ng m\u1ea1nh \u0111\u1ebfn l\u1eadp tr\u00ecnh. Agent c\u00f3 th\u1ec3 \u0111\u1ecdc y\u00eau c\u1ea7u, t\u1ea1o m\u00e3, vi\u1ebft test, ki\u1ec3m tra l\u1ed7i, \u0111\u1ec1 xu\u1ea5t b\u1ea3n v\u00e1, gi\u1ea3i th\u00edch log v\u00e0 h\u1ed7 tr\u1ee3 tri\u1ec3n khai. V\u1edbi DevOps, agent c\u00f3 th\u1ec3 gi\u00e1m s\u00e1t h\u1ec7 th\u1ed1ng, ph\u00e1t hi\u1ec7n b\u1ea5t th\u01b0\u1eddng, m\u1edf c\u1ea3nh b\u00e1o, \u0111\u1ec1 xu\u1ea5t h\u01b0\u1edbng x\u1eed l\u00fd v\u00e0 t\u1ef1 \u0111\u1ed9ng h\u00f3a m\u1ed9t ph\u1ea7n quy tr\u00ecnh v\u1eadn h\u00e0nh.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Tuy nhi\u00ean, l\u0129nh v\u1ef1c n\u00e0y c\u1ea7n h\u00e0ng r\u00e0o k\u1ef9 thu\u1eadt ch\u1eb7t ch\u1ebd. M\u1ed9t agent c\u00f3 quy\u1ec1n tri\u1ec3n khai m\u00e3 ho\u1eb7c thay \u0111\u1ed5i h\u1ea1 t\u1ea7ng c\u1ea7n \u0111\u01b0\u1ee3c gi\u1edbi h\u1ea1n quy\u1ec1n, ghi log \u0111\u1ea7y \u0111\u1ee7 v\u00e0 lu\u00f4n c\u00f3 c\u01a1 ch\u1ebf rollback.<\/p>\n\n\n\n<h3 id=\"Nh\u00e2n_s\u1ef1,_\u0111\u00e0o_t\u1ea1o_v\u00e0_qu\u1ea3n_tr\u1ecb_tri_th\u1ee9c\">Nh\u00e2n s\u1ef1, \u0111\u00e0o t\u1ea1o v\u00e0 qu\u1ea3n tr\u1ecb tri th\u1ee9c<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Trong nh\u00e2n s\u1ef1, AI Agent c\u00f3 th\u1ec3 s\u00e0ng l\u1ecdc h\u1ed3 s\u01a1, t\u1ea1o c\u00e2u h\u1ecfi ph\u1ecfng v\u1ea5n, nh\u1eafc l\u1ecbch, h\u1ed7 tr\u1ee3 onboarding, tr\u1ea3 l\u1eddi ch\u00ednh s\u00e1ch n\u1ed9i b\u1ed9 v\u00e0 theo d\u00f5i k\u1ebf ho\u1ea1ch \u0111\u00e0o t\u1ea1o. Trong qu\u1ea3n tr\u1ecb tri th\u1ee9c, agent c\u00f3 th\u1ec3 \u0111\u1ecdc t\u00e0i li\u1ec7u n\u1ed9i b\u1ed9, tr\u1ea3 l\u1eddi c\u00e2u h\u1ecfi theo ng\u1eef c\u1ea3nh doanh nghi\u1ec7p v\u00e0 gi\u00fap nh\u00e2n vi\u00ean m\u1edbi h\u1ecdc nhanh h\u01a1n.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Th\u1ecb tr\u01b0\u1eddng lao \u0111\u1ed9ng c\u0169ng \u0111ang \u0111\u1ed5i. Theo <a href=\"https:\/\/lightcast.io\/resources\/blog\/stanford-ai-2026\" target=\"_blank\" rel=\"noopener nofollow\">Lightcast<\/a> (d\u1eef li\u1ec7u \u0111\u00f3ng g\u00f3p cho Stanford AI Index 2026), t\u1ec9 l\u1ec7 tin tuy\u1ec3n d\u1ee5ng \u1edf M\u1ef9 nh\u1eafc t\u1edbi k\u1ef9 n\u0103ng agentic AI t\u0103ng t\u1eeb 0,06% n\u0103m 2024 l\u00ean 0,23% n\u0103m 2025, t\u1ee9c h\u01a1n 280%, g\u1ea7n 90.000 tin. Doanh nghi\u1ec7p kh\u00f4ng ch\u1ec9 c\u1ea7n ng\u01b0\u1eddi bi\u1ebft d\u00f9ng AI m\u00e0 c\u00f2n c\u1ea7n ng\u01b0\u1eddi bi\u1ebft thi\u1ebft k\u1ebf, v\u1eadn h\u00e0nh v\u00e0 ki\u1ec3m so\u00e1t h\u1ec7 th\u1ed1ng agent.<\/p>\n\n\n\n<h3 id=\"Chu\u1ed7i_cung_\u1ee9ng,_logistics_v\u00e0_s\u1ea3n_xu\u1ea5t\">Chu\u1ed7i cung \u1ee9ng, logistics v\u00e0 s\u1ea3n xu\u1ea5t<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Trong chu\u1ed7i cung \u1ee9ng, AI Agent c\u00f3 th\u1ec3 theo d\u00f5i t\u1ed3n kho, d\u1ef1 b\u00e1o nhu c\u1ea7u, so s\u00e1nh nh\u00e0 cung c\u1ea5p, c\u1ea3nh b\u00e1o tr\u1ec5 giao h\u00e0ng v\u00e0 \u0111\u1ec1 xu\u1ea5t ph\u01b0\u01a1ng \u00e1n thay th\u1ebf. Trong s\u1ea3n xu\u1ea5t, agent c\u00f3 th\u1ec3 k\u1ebft h\u1ee3p v\u1edbi c\u1ea3m bi\u1ebfn, robot v\u00e0 h\u1ec7 th\u1ed1ng qu\u1ea3n l\u00fd \u0111\u1ec3 h\u1ed7 tr\u1ee3 b\u1ea3o tr\u00ec d\u1ef1 \u0111o\u00e1n, ki\u1ec3m so\u00e1t ch\u1ea5t l\u01b0\u1ee3ng v\u00e0 t\u1ed1i \u01b0u l\u1ecbch s\u1ea3n xu\u1ea5t.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Khi agent k\u1ebft n\u1ed1i v\u1edbi robot v\u00e0 thi\u1ebft b\u1ecb v\u1eadt l\u00fd, kinh t\u1ebf agentic kh\u00f4ng ch\u1ec9 di\u1ec5n ra trong ph\u1ea7n m\u1ec1m. T\u00e1c \u0111\u1ed9ng c\u00f3 th\u1ec3 lan sang nh\u00e0 kho, nh\u00e0 m\u00e1y, v\u1eadn t\u1ea3i v\u00e0 h\u1ea1 t\u1ea7ng n\u0103ng l\u01b0\u1ee3ng.<\/p>\n\n\n\n<h2 id=\"Vi\u1ec7t_Nam_trong_b\u1ee9c_tranh_kinh_t\u1ebf_agentic_to\u00e0n_c\u1ea7u\">Vi\u1ec7t Nam trong b\u1ee9c tranh kinh t\u1ebf agentic to\u00e0n c\u1ea7u<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Vi\u1ec7t Nam \u0111ang \u1edf giai \u0111o\u1ea1n \u0111\u1ea7u: doanh nghi\u1ec7p ch\u1ee7 y\u1ebfu th\u1eed agent \u1edf ch\u0103m s\u00f3c kh\u00e1ch h\u00e0ng, marketing v\u00e0 t\u1ef1 \u0111\u1ed9ng ho\u00e1 v\u0103n ph\u00f2ng. T\u1eeb 01\/3\/2026 \u0111\u00e3 c\u00f3 Lu\u1eadt Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o l\u00e0m khung ph\u00e1p l\u00fd, nh\u01b0ng kho\u1ea3ng c\u00e1ch v\u1ec1 nh\u00e2n l\u1ef1c chuy\u00ean s\u00e2u v\u00e0 h\u1ea1 t\u1ea7ng d\u1eef li\u1ec7u v\u1eabn l\u00e0 vi\u1ec7c ph\u1ea3i gi\u1ea3i quy\u1ebft.<\/p>\n\n\n\n<h3 id=\"V\u1ecb_tr\u00ed_hi\u1ec7n_t\u1ea1i:_l\u1ee3i_th\u1ebf_v\u00e0_kho\u1ea3ng_tr\u1ed1ng\">V\u1ecb tr\u00ed hi\u1ec7n t\u1ea1i: l\u1ee3i th\u1ebf v\u00e0 kho\u1ea3ng tr\u1ed1ng<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Vi\u1ec7t Nam \u0111ang \u1edf giai \u0111o\u1ea1n \u0111\u1ea7u. V\u1edbi d\u00e2n s\u1ed1 tr\u1ebb, t\u1ef7 l\u1ec7 s\u1eed d\u1ee5ng smartphone cao, n\u1ec1n kinh t\u1ebf s\u1ed1 \u0111ang m\u1edf r\u1ed9ng nhanh v\u00e0 m\u1ed9t th\u1ebf h\u1ec7 l\u1eadp tr\u00ecnh vi\u00ean \u0111\u00f4ng \u0111\u1ea3o, Vi\u1ec7t Nam c\u00f3 n\u1ec1n t\u1ea3ng \u0111\u1ec3 tham gia l\u00e0n s\u00f3ng agentic t\u1eeb s\u1edbm.<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"700\" height=\"375\" src=\"https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/06\/tuong-lai-cua-nen-kinh-te-agentic-economic-6.png\" alt=\"Minh ho\u1ea1 Vi\u1ec7t Nam trong b\u1ee9c tranh kinh t\u1ebf agentic to\u00e0n c\u1ea7u\" class=\"wp-image-125951\" title=\"\" srcset=\"https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/06\/tuong-lai-cua-nen-kinh-te-agentic-economic-6.png 700w, https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/06\/tuong-lai-cua-nen-kinh-te-agentic-economic-6-300x161.png 300w\" sizes=\"(max-width: 700px) 100vw, 700px\" \/><\/figure>\n\n\n\n<h3 id=\"C\u01a1_h\u1ed9i_c\u1ee5_th\u1ec3_cho_doanh_nghi\u1ec7p_v\u00e0_c\u00e1_nh\u00e2n_Vi\u1ec7t_Nam\">C\u01a1 h\u1ed9i c\u1ee5 th\u1ec3 cho doanh nghi\u1ec7p v\u00e0 c\u00e1 nh\u00e2n Vi\u1ec7t Nam<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>V\u1edbi doanh nghi\u1ec7p:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u1ee8ng d\u1ee5ng AI agent v\u00e0o ch\u0103m s\u00f3c kh\u00e1ch h\u00e0ng \u0111\u1ec3 x\u1eed l\u00fd nhi\u1ec1u y\u00eau c\u1ea7u h\u01a1n m\u00e0 ch\u01b0a c\u1ea7n m\u1edf r\u1ed9ng nh\u00e2n s\u1ef1.<\/li>\n\n\n<li>D\u00f9ng n\u1ec1n t\u1ea3ng no-code\/low-code nh\u01b0 <a href=\"https:\/\/tino.vn\/blog\/n8n-la-gi\/\">n8n<\/a> \u0111\u1ec3 d\u1ef1ng quy tr\u00ecnh t\u1ef1 \u0111\u1ed9ng m\u00e0 kh\u00f4ng c\u1ea7n \u0111\u1ed9i k\u1ef9 thu\u1eadt l\u1edbn.<\/li>\n\n\n<li>Th\u01b0\u01a1ng m\u1ea1i \u0111i\u1ec7n t\u1eed v\u00e0 logistics c\u00f3 nhi\u1ec1u quy tr\u00ecnh l\u1eb7p l\u1ea1i, d\u1eef li\u1ec7u s\u1ed1 s\u1eb5n, n\u00ean d\u1ec5 th\u1eed agent trong ng\u1eafn h\u1ea1n.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>V\u1edbi c\u00e1 nh\u00e2n:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>T\u1eadp trung h\u1ecdc k\u1ef9 n\u0103ng l\u00e0m vi\u1ec7c v\u1edbi AI (AI literacy), kh\u00f4ng nh\u1ea5t thi\u1ebft ph\u1ea3i bi\u1ebft l\u1eadp tr\u00ecnh.<\/li>\n\n\n<li>C\u00e1c vai tr\u00f2 nh\u01b0 \u0111i\u1ec1u ph\u1ed1i vi\u00ean AI (AI orchestrator), hu\u1ea5n luy\u1ec7n vi\u00ean AI v\u00e0 ng\u01b0\u1eddi ki\u1ec3m so\u00e1t ch\u1ea5t l\u01b0\u1ee3ng \u0111\u1ea7u ra c\u1ee7a AI \u0111ang xu\u1ea5t hi\u1ec7n nhi\u1ec1u h\u01a1n trong tin tuy\u1ec3n d\u1ee5ng.<\/li>\n\n\n<li>Theo <a href=\"https:\/\/www.pwc.com\/gx\/en\/news-room\/press-releases\/2025\/ai-linked-to-a-fourfold-increase-in-productivity-growth.html\" target=\"_blank\" rel=\"noopener nofollow\">PwC (2025)<\/a>, lao \u0111\u1ed9ng c\u00f3 k\u1ef9 n\u0103ng AI \u0111\u01b0\u1ee3c tr\u1ea3 cao h\u01a1n trung b\u00ecnh 56% so v\u1edbi ng\u01b0\u1eddi c\u00f9ng ngh\u1ec1 kh\u00f4ng c\u00f3 k\u1ef9 n\u0103ng n\u00e0y.<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"700\" height=\"375\" src=\"https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/06\/tuong-lai-cua-nen-kinh-te-agentic-economic-7.png\" alt=\"Minh ho\u1ea1 c\u01a1 h\u1ed9i cho doanh nghi\u1ec7p v\u00e0 c\u00e1 nh\u00e2n Vi\u1ec7t Nam trong kinh t\u1ebf agentic\" class=\"wp-image-125952\" title=\"\" srcset=\"https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/06\/tuong-lai-cua-nen-kinh-te-agentic-economic-7.png 700w, https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/06\/tuong-lai-cua-nen-kinh-te-agentic-economic-7-300x161.png 300w\" sizes=\"(max-width: 700px) 100vw, 700px\" \/><\/figure>\n\n\n\n<h3 id=\"Th\u00e1ch_th\u1ee9c_c\u1ea7n_nh\u00ecn_nh\u1eadn_th\u1eb3ng_th\u1eafn\">Th\u00e1ch th\u1ee9c c\u1ea7n nh\u00ecn nh\u1eadn th\u1eb3ng th\u1eafn<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>H\u1ea1 t\u1ea7ng d\u1eef li\u1ec7u v\u00e0 \u0111i\u1ec7n to\u00e1n \u0111\u00e1m m\u00e2y t\u1ea1i Vi\u1ec7t Nam c\u00f2n kho\u1ea3ng c\u00e1ch so v\u1edbi c\u00e1c trung t\u00e2m c\u00f4ng ngh\u1ec7 khu v\u1ef1c.<\/li>\n\n\n<li>Thi\u1ebfu nh\u00e2n l\u1ef1c c\u00f3 chuy\u00ean m\u00f4n s\u00e2u v\u1ec1 AI agentic. \u0110\u00e2y v\u1eeba l\u00e0 th\u00e1ch th\u1ee9c v\u1eeba l\u00e0 c\u01a1 h\u1ed9i cho ng\u01b0\u1eddi \u0111i tr\u01b0\u1edbc.<\/li>\n\n\n<li>Lu\u1eadt Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (Lu\u1eadt 134\/2025\/QH15) \u0111\u01b0\u1ee3c Qu\u1ed1c h\u1ed9i th\u00f4ng qua ng\u00e0y 10\/12\/2025 v\u00e0 c\u00f3 hi\u1ec7u l\u1ef1c t\u1eeb 01\/3\/2026 (<a href=\"https:\/\/daibieunhandan.vn\/quoc-hoi-thong-qua-luat-tri-tue-nhan-tao-10399959.html\" target=\"_blank\" rel=\"noopener nofollow\">\u0110\u1ea1i bi\u1ec3u Nh\u00e2n d\u00e2n<\/a>); doanh nghi\u1ec7p c\u1ea7n theo d\u00f5i c\u00e1c v\u0103n b\u1ea3n h\u01b0\u1edbng d\u1eabn tr\u01b0\u1edbc khi cho agent x\u1eed l\u00fd d\u1eef li\u1ec7u c\u00e1 nh\u00e2n ho\u1eb7c ra quy\u1ebft \u0111\u1ecbnh thay con ng\u01b0\u1eddi.<\/li>\n<\/ul>\n\n\n\n<h2 id=\"T\u01b0\u01a1ng_lai_c\u1ee7a_n\u1ec1n_kinh_t\u1ebf_agentic:_d\u1ef1_b\u00e1o_cho_2027\u20132030\">T\u01b0\u01a1ng lai c\u1ee7a n\u1ec1n kinh t\u1ebf agentic: d\u1ef1 b\u00e1o cho 2027\u20132030<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">C\u00e1c d\u1ef1 b\u00e1o cho giai \u0111o\u1ea1n 2027\u20132030 \u0111\u1ec1u \u0111i c\u00f9ng \u0111i\u1ec1u ki\u1ec7n: agent ch\u1ec9 t\u1ea1o gi\u00e1 tr\u1ecb khi t\u1ed5 ch\u1ee9c c\u00f3 qu\u1ea3n tr\u1ecb, d\u1eef li\u1ec7u s\u1ea1ch v\u00e0 quy tr\u00ecnh \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf l\u1ea1i. B\u00ean d\u01b0\u1edbi l\u00e0 c\u00e1c m\u1ed1c \u0111\u00e3 \u0111\u01b0\u1ee3c c\u00f4ng b\u1ed1 c\u00f4ng khai, k\u00e8m ngu\u1ed3n, \u0111\u1ec3 b\u1ea1n t\u1ef1 \u0111\u00e1nh gi\u00e1 m\u1ee9c ch\u1eafc ch\u1eafn c\u1ee7a t\u1eebng d\u1ef1 b\u00e1o.<\/p>\n\n\n\n<h3 id=\"N\u0103m_2027\u20132028:_ranh_gi\u1edbi_gi\u1eefa_th\u1eed_nghi\u1ec7m_v\u00e0_tri\u1ec3n_khai_th\u1eadt\">N\u0103m 2027\u20132028: ranh gi\u1edbi gi\u1eefa th\u1eed nghi\u1ec7m v\u00e0 tri\u1ec3n khai th\u1eadt<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Theo d\u1ef1 b\u00e1o h\u01a1n 40% d\u1ef1 \u00e1n b\u1ecb hu\u1ef7 c\u1ee7a Gartner \u1edf tr\u00ean, giai \u0111o\u1ea1n n\u00e0y mang t\u00ednh s\u00e0ng l\u1ecdc: t\u1ed5 ch\u1ee9c kh\u00f4ng c\u00f3 c\u01a1 ch\u1ebf qu\u1ea3n tr\u1ecb AI r\u00f5 r\u00e0ng s\u1ebd ph\u1ea3i d\u1eebng c\u00e1c d\u1ef1 \u00e1n t\u1ed1n k\u00e9m, c\u00f2n t\u1ed5 ch\u1ee9c \u0111\u00e3 \u0111\u1eb7t n\u1ec1n m\u00f3ng t\u1ed1t b\u1eaft \u0111\u1ea7u \u0111o \u0111\u01b0\u1ee3c l\u1ee3i \u00edch th\u1ef1c t\u1ebf.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">C\u0169ng theo <a href=\"https:\/\/www.gartner.com\/en\/newsroom\/press-releases\/2025-06-25-gartner-predicts-over-40-percent-of-agentic-ai-projects-will-be-canceled-by-end-of-2027\" target=\"_blank\" rel=\"noopener nofollow\">Gartner<\/a>, \u0111\u1ebfn n\u0103m 2028, \u00edt nh\u1ea5t 15% quy\u1ebft \u0111\u1ecbnh c\u00f4ng vi\u1ec7c h\u1eb1ng ng\u00e0y s\u1ebd do agentic AI t\u1ef1 \u0111\u01b0a ra (n\u0103m 2024 l\u00e0 0%), v\u00e0 33% \u1ee9ng d\u1ee5ng ph\u1ea7n m\u1ec1m doanh nghi\u1ec7p s\u1ebd c\u00f3 agentic AI (n\u0103m 2024 d\u01b0\u1edbi 1%).<\/p>\n\n\n\n<h3 id=\"N\u0103m_2030:_H\u01b0\u1edbng_t\u1edbi_l\u1ef1c_l\u01b0\u1ee3ng_lao_\u0111\u1ed9ng_ng\u01b0\u1eddi_&#8211;_m\u00e1y_lai\">N\u0103m 2030: H\u01b0\u1edbng t\u1edbi l\u1ef1c l\u01b0\u1ee3ng lao \u0111\u1ed9ng ng\u01b0\u1eddi &#8211; m\u00e1y lai<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/www.mckinsey.com\/mgi\/our-research\/agents-robots-and-us-skill-partnerships-in-the-age-of-ai\" target=\"_blank\" rel=\"noopener nofollow\">McKinsey Global Institute<\/a> \u01b0\u1edbc t\u00ednh kho\u1ea3ng <strong>2,9 ngh\u00ecn t\u1ef7 USD<\/strong> gi\u00e1 tr\u1ecb kinh t\u1ebf c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c m\u1edf ra \u1edf M\u1ef9 v\u00e0o n\u0103m 2030, v\u1edbi \u0111i\u1ec1u ki\u1ec7n doanh nghi\u1ec7p chu\u1ea9n b\u1ecb con ng\u01b0\u1eddi v\u00e0 thi\u1ebft k\u1ebf l\u1ea1i quy tr\u00ecnh (kh\u00f4ng ch\u1ec9 t\u1eebng t\u00e1c v\u1ee5) quanh vi\u1ec7c ng\u01b0\u1eddi, agent v\u00e0 robot c\u00f9ng l\u00e0m.<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"700\" height=\"375\" src=\"https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/06\/tuong-lai-cua-nen-kinh-te-agentic-economic-8.png\" alt=\"Minh ho\u1ea1 d\u1ef1 b\u00e1o t\u01b0\u01a1ng lai n\u1ec1n kinh t\u1ebf agentic giai \u0111o\u1ea1n 2027\u20132030\" class=\"wp-image-125953\" title=\"\" srcset=\"https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/06\/tuong-lai-cua-nen-kinh-te-agentic-economic-8.png 700w, https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/06\/tuong-lai-cua-nen-kinh-te-agentic-economic-8-300x161.png 300w\" sizes=\"(max-width: 700px) 100vw, 700px\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">C\u1ea7n nh\u1edb: con s\u1ed1 kho\u1ea3ng 57% gi\u1edd l\u00e0m vi\u1ec7c \u1edf M\u1ef9 c\u1ee7a McKinsey l\u00e0 <strong>ti\u1ec1m n\u0103ng k\u1ef9 thu\u1eadt<\/strong>. Nh\u01b0ng th\u1ef1c t\u1ebf tri\u1ec3n khai s\u1ebd ch\u1eadm h\u01a1n do r\u00e0o c\u1ea3n ph\u00e1p l\u00fd, t\u1ed5 ch\u1ee9c v\u00e0 x\u00e3 h\u1ed9i.<\/p>\n\n\n\n<h3 id=\"Qu\u1ea3n_tr\u1ecb_AI:_\u0111i\u1ec1u_ki\u1ec7n_\u0111\u1ec3_tri\u1ec3n_khai_l\u00e2u_d\u00e0i\">Qu\u1ea3n tr\u1ecb AI: \u0111i\u1ec1u ki\u1ec7n \u0111\u1ec3 tri\u1ec3n khai l\u00e2u d\u00e0i<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">EU AI Act l\u00e0 m\u1ed9t trong nh\u1eefng b\u1ed9 lu\u1eadt AI to\u00e0n di\u1ec7n \u0111\u1ea7u ti\u00ean v\u00e0 \u0111ang \u1ea3nh h\u01b0\u1edfng t\u1edbi chu\u1ea9n m\u1ef1c \u1edf nhi\u1ec1u n\u01b0\u1edbc. Theo tho\u1ea3 thu\u1eadn ng\u00e0y 7\/5\/2026 v\u1ec1 g\u00f3i <a href=\"https:\/\/www.europarl.europa.eu\/legislative-train\/package-digital-package\/file-digital-omnibus-on-ai\" target=\"_blank\" rel=\"noopener nofollow\">Digital Omnibus on AI<\/a> (Quy \u0111\u1ecbnh (EU) 2026\/1744, \u0111\u0103ng C\u00f4ng b\u00e1o EU ng\u00e0y 24\/7\/2026), quy \u0111\u1ecbnh cho h\u1ec7 th\u1ed1ng AI r\u1ee7i ro cao \u0111\u1ed9c l\u1eadp l\u00f9i t\u1edbi 2\/12\/2027, c\u00f2n AI r\u1ee7i ro cao g\u1eafn trong s\u1ea3n ph\u1ea9m l\u00f9i t\u1edbi 2\/8\/2028. Ph\u1ea7n l\u1edbn ngh\u0129a v\u1ee5 minh b\u1ea1ch kh\u00e1c v\u1eabn \u00e1p d\u1ee5ng t\u1eeb 2\/8\/2026. Xu h\u01b0\u1edbng chung: <strong>qu\u1ea3n tr\u1ecb AI tr\u1edf th\u00e0nh \u0111i\u1ec1u ki\u1ec7n \u0111\u1ec3 tri\u1ec3n khai<\/strong>, kh\u00f4ng ch\u1ec9 l\u00e0 g\u00e1nh n\u1eb7ng tu\u00e2n th\u1ee7.<\/p>\n\n\n\n<h2 id=\"Doanh_nghi\u1ec7p_v\u00e0_c\u00e1_nh\u00e2n_n\u00ean_chu\u1ea9n_b\u1ecb_g\u00ec?\">Doanh nghi\u1ec7p v\u00e0 c\u00e1 nh\u00e2n n\u00ean chu\u1ea9n b\u1ecb g\u00ec?<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Doanh nghi\u1ec7p n\u00ean b\u1eaft \u0111\u1ea7u t\u1eeb m\u1ed9t quy tr\u00ecnh nh\u1ecf c\u00f3 d\u1eef li\u1ec7u s\u1eb5n, ch\u1ea1y th\u1eed c\u00f3 ki\u1ec3m so\u00e1t, \u0111o k\u1ebft qu\u1ea3 r\u1ed3i m\u1edbi m\u1edf r\u1ed9ng. C\u00e1 nh\u00e2n n\u00ean h\u1ecdc c\u00e1ch giao vi\u1ec7c, ki\u1ec3m tra \u0111\u1ea7u ra v\u00e0 gi\u1eef ki\u1ebfn th\u1ee9c chuy\u00ean m\u00f4n, v\u00ec agent l\u00e0m t\u1ed1t ph\u1ea7n l\u1eb7p l\u1ea1i nh\u01b0ng v\u1eabn c\u1ea7n ng\u01b0\u1eddi hi\u1ec3u ng\u1eef c\u1ea3nh \u0111\u1ec3 duy\u1ec7t.<\/p>\n\n\n\n<h3 id=\"\u0110\u1ed1i_v\u1edbi_t\u1ed5_ch\u1ee9c_v\u00e0_doanh_nghi\u1ec7p\">\u0110\u1ed1i v\u1edbi t\u1ed5 ch\u1ee9c v\u00e0 doanh nghi\u1ec7p<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>B\u01b0\u1edbc 1 \u2013 Ki\u1ec3m k\u00ea:<\/strong> T\u00ecm quy tr\u00ecnh t\u1ed1n nhi\u1ec1u th\u1eddi gian, l\u1eb7p l\u1ea1i th\u01b0\u1eddng xuy\u00ean v\u00e0 c\u00f3 d\u1eef li\u1ec7u \u0111\u1ea7y \u0111\u1ee7. \u0110\u00e2y l\u00e0 \u0111i\u1ec3m b\u1eaft \u0111\u1ea7u h\u1ee3p l\u00fd cho AI agent.<\/li>\n\n\n<li><strong>B\u01b0\u1edbc 2 \u2013 Th\u1eed nghi\u1ec7m c\u00f3 ki\u1ec3m so\u00e1t:<\/strong> \u0110\u1eebng tri\u1ec3n khai to\u00e0n di\u1ec7n ngay. B\u1eaft \u0111\u1ea7u v\u1edbi m\u1ed9t pilot nh\u1ecf, c\u00f3 KPI r\u00f5 r\u00e0ng, trong 30\u201360 ng\u00e0y.<\/li>\n\n\n<li><strong>B\u01b0\u1edbc 3 \u2013 X\u00e2y d\u1ef1ng n\u0103ng l\u1ef1c n\u1ed9i b\u1ed9:<\/strong> K\u1ec3 c\u1ea3 khi d\u00f9ng n\u1ec1n t\u1ea3ng c\u1ee7a nh\u00e0 cung c\u1ea5p, doanh nghi\u1ec7p v\u1eabn c\u1ea7n \u00edt nh\u1ea5t m\u1ed9t nh\u00f3m hi\u1ec3u \u0111\u1ee7 s\u00e2u \u0111\u1ec3 \u0111\u1eb7t y\u00eau c\u1ea7u \u0111\u00fang v\u00e0 \u0111\u00e1nh gi\u00e1 \u0111\u01b0\u1ee3c k\u1ebft qu\u1ea3.<\/li>\n\n\n<li><strong>B\u01b0\u1edbc 4 \u2013 Thi\u1ebft l\u1eadp qu\u1ea3n tr\u1ecb ngay t\u1eeb \u0111\u1ea7u:<\/strong> Tr\u1ea3 l\u1eddi c\u00e2u h\u1ecfi \u201cagent \u0111\u01b0\u1ee3c l\u00e0m g\u00ec, kh\u00f4ng \u0111\u01b0\u1ee3c l\u00e0m g\u00ec v\u00e0 con ng\u01b0\u1eddi duy\u1ec7t \u1edf \u0111\u00e2u?\u201d tr\u01b0\u1edbc khi tri\u1ec3n khai, kh\u00f4ng ph\u1ea3i sau. \u0110\u00e2y l\u00e0 ph\u1ea7n vi\u1ec7c c\u1ee7a l\u1edbp <a href=\"https:\/\/tino.vn\/blog\/harness-engineering-ai-la-gi\/\">harness<\/a> quanh agent.<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"700\" height=\"375\" src=\"https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/06\/tuong-lai-cua-nen-kinh-te-agentic-economic-9.png\" alt=\"Minh ho\u1ea1 c\u00e1c b\u01b0\u1edbc doanh nghi\u1ec7p chu\u1ea9n b\u1ecb cho AI agent\" class=\"wp-image-125954\" title=\"\" srcset=\"https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/06\/tuong-lai-cua-nen-kinh-te-agentic-economic-9.png 700w, https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/06\/tuong-lai-cua-nen-kinh-te-agentic-economic-9-300x161.png 300w\" sizes=\"(max-width: 700px) 100vw, 700px\" \/><\/figure>\n\n\n\n<h3 id=\"Doanh_nghi\u1ec7p_nh\u1ecf_b\u1eaft_\u0111\u1ea7u_ch\u1ea1y_agent_\u1edf_\u0111\u00e2u?\">Doanh nghi\u1ec7p nh\u1ecf b\u1eaft \u0111\u1ea7u ch\u1ea1y agent \u1edf \u0111\u00e2u?<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">M\u1ed9t agent l\u00e0m vi\u1ec7c th\u1eadt c\u1ea7n ba l\u1edbp: con ng\u01b0\u1eddi \u0111\u1eb7t m\u1ee5c ti\u00eau v\u00e0 duy\u1ec7t, agent th\u1ef1c thi, v\u00e0 h\u1ea1 t\u1ea7ng \u0111\u1ec3 agent ch\u1ea1y li\u00ean t\u1ee5c, c\u00f3 ph\u00e2n quy\u1ec1n v\u00e0 nh\u1eadt k\u00fd h\u00e0nh \u0111\u1ed9ng. Ch\u1ea1y agent tr\u00ean laptop c\u00e1 nh\u00e2n d\u1ec5 th\u1eed nh\u01b0ng s\u1ebd d\u1eebng khi m\u00e1y t\u1eaft v\u00e0 kh\u00f3 ki\u1ec3m so\u00e1t quy\u1ec1n truy c\u1eadp.<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"1400\" height=\"750\" src=\"https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/10\/agentic-economy-nguoi-agent-ha-tang.webp\" alt=\"S\u01a1 \u0111\u1ed3 ba l\u1edbp khi AI agent l\u00e0m vi\u1ec7c: con ng\u01b0\u1eddi \u0111\u1eb7t m\u1ee5c ti\u00eau v\u00e0 duy\u1ec7t b\u01b0\u1edbc quan tr\u1ecdng, AI agent l\u1eadp k\u1ebf ho\u1ea1ch v\u00e0 g\u1ecdi c\u00f4ng c\u1ee5, h\u1ea1 t\u1ea7ng ch\u1ea1y 24\/7 c\u00f3 ph\u00e2n quy\u1ec1n v\u00e0 nh\u1eadt k\u00fd\" class=\"wp-image-132943\" title=\"\" srcset=\"https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/10\/agentic-economy-nguoi-agent-ha-tang.webp 1400w, https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/10\/agentic-economy-nguoi-agent-ha-tang-300x161.webp 300w, https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/10\/agentic-economy-nguoi-agent-ha-tang-1024x549.webp 1024w, https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/10\/agentic-economy-nguoi-agent-ha-tang-768x411.webp 768w\" sizes=\"(max-width: 1400px) 100vw, 1400px\" \/><\/figure>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Quy tr\u00ecnh t\u1ef1 \u0111\u1ed9ng c\u00f3 AI:<\/strong> <a href=\"https:\/\/tino.vn\/blog\/n8n-la-gi\/\">n8n<\/a> cho ph\u00e9p n\u1ed1i agent v\u1edbi email, Google Sheets, CRM b\u1eb1ng giao di\u1ec7n k\u00e9o th\u1ea3.<\/li>\n\n\n<li><strong>Agent c\u00e1 nh\u00e2n d\u1ef1ng s\u1eb5n:<\/strong> <a href=\"https:\/\/tino.vn\/blog\/openclaw-la-gi\/\">OpenClaw<\/a> ho\u1eb7c <a href=\"https:\/\/tino.vn\/blog\/hermes-agent-la-gi\/\">Hermes Agent<\/a> ch\u1ea1y \u0111\u01b0\u1ee3c tr\u00ean m\u00e1y ch\u1ee7 ri\u00eang, nh\u1eadn vi\u1ec7c qua chat.<\/li>\n\n\n<li><strong>Ch\u1ecdn m\u00e1y ch\u1ee7:<\/strong> xem <a href=\"https:\/\/tino.vn\/blog\/vps-chay-ai-agent\/\">c\u00e1ch ch\u1ecdn VPS ch\u1ea1y AI agent<\/a> \u0111\u1ec3 \u01b0\u1edbc l\u01b0\u1ee3ng CPU, RAM v\u00e0 c\u00e1ch t\u00e1ch quy\u1ec1n cho t\u1eebng agent.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">C\u1ea7n m\u00e1y ch\u1ee7 ch\u1ea1y agent 24\/7? <a href=\"https:\/\/tino.vn\/vps-gia-re\">VPS NVMe c\u1ee7a Tino<\/a> \u0111\u1eb7t t\u1ea1i Vi\u1ec7t Nam, c\u00f3 quy\u1ec1n root \u0111\u1ec3 t\u1ef1 c\u00e0i v\u00e0 gi\u1edbi h\u1ea1n quy\u1ec1n cho agent. Xem c\u1ea5u h\u00ecnh v\u00e0 gi\u00e1 tr\u00ean trang s\u1ea3n ph\u1ea9m.<\/p>\n\n\n\n<h3 id=\"\u0110\u1ed1i_v\u1edbi_c\u00e1_nh\u00e2n\">\u0110\u1ed1i v\u1edbi c\u00e1 nh\u00e2n<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">B\u1ea1n kh\u00f4ng c\u1ea7n tr\u1edf th\u00e0nh k\u1ef9 s\u01b0 AI \u0111\u1ec3 kh\u00f4ng b\u1ecb thay th\u1ebf. H\u00e3y tr\u1edf th\u00e0nh ng\u01b0\u1eddi <strong>bi\u1ebft c\u00e1ch l\u00e0m vi\u1ec7c v\u1edbi AI<\/strong>:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>H\u1ecdc c\u00e1ch vi\u1ebft prompt r\u00f5 r\u00e0ng cho c\u00e1c t\u00e1c v\u1ee5 trong ngh\u1ec1 c\u1ee7a m\u00ecnh.<\/li>\n\n\n<li>L\u00e0m quen v\u1edbi \u00edt nh\u1ea5t m\u1ed9t c\u00f4ng c\u1ee5 c\u00f3 t\u00ednh n\u0103ng agent, v\u00ed d\u1ee5 ChatGPT, Claude, Gemini, ho\u1eb7c agent t\u1ef1 ch\u1ea1y nh\u01b0 OpenClaw, Hermes Agent (<a href=\"https:\/\/tino.vn\/blog\/ai-agent-tot-nhat\/\">xem c\u00e1c AI agent \u0111\u00e1ng th\u1eed<\/a>).<\/li>\n\n\n<li>Ph\u00e1t tri\u1ec3n k\u1ef9 n\u0103ng ph\u00e1n x\u00e9t, t\u01b0 duy ph\u00ea ph\u00e1n v\u00e0 giao ti\u1ebfp, nh\u1eefng th\u1ee9 AI hi\u1ec7n v\u1eabn l\u00e0m k\u00e9m h\u01a1n con ng\u01b0\u1eddi.<\/li>\n\n\n<li>\u0110\u1ea7u t\u01b0 v\u00e0o hi\u1ec3u bi\u1ebft chuy\u00ean m\u00f4n s\u00e2u, v\u00ec AI l\u00e0m t\u1ed1t t\u00e1c v\u1ee5 chung, c\u00f2n con ng\u01b0\u1eddi c\u00f3 l\u1ee3i th\u1ebf \u1edf ng\u1eef c\u1ea3nh v\u00e0 kinh nghi\u1ec7m ngh\u1ec1 nghi\u1ec7p c\u1ee5 th\u1ec3.<\/li>\n<\/ul>\n\n\n\n<h2 id=\"Khi_n\u00e0o_ch\u01b0a_n\u00ean_tri\u1ec3n_khai_AI_agent?\">Khi n\u00e0o ch\u01b0a n\u00ean tri\u1ec3n khai AI agent?<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Ch\u01b0a n\u00ean tri\u1ec3n khai agent khi ch\u01b0a \u0111o \u0111\u01b0\u1ee3c gi\u00e1 tr\u1ecb, ch\u01b0a ki\u1ec3m so\u00e1t \u0111\u01b0\u1ee3c quy\u1ec1n truy c\u1eadp ho\u1eb7c quy tr\u00ecnh c\u00f2n thay \u0111\u1ed5i li\u00ean t\u1ee5c. Gartner n\u00eau ba l\u00fd do khi\u1ebfn d\u1ef1 \u00e1n agentic AI b\u1ecb hu\u1ef7: chi ph\u00ed t\u0103ng, gi\u00e1 tr\u1ecb kinh doanh kh\u00f4ng r\u00f5 v\u00e0 ki\u1ec3m so\u00e1t r\u1ee7i ro y\u1ebfu.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Ch\u01b0a c\u00f3 ch\u1ec9 s\u1ed1 \u0111o:<\/strong> kh\u00f4ng bi\u1ebft agent ti\u1ebft ki\u1ec7m bao nhi\u00eau gi\u1edd hay gi\u1ea3m bao nhi\u00eau l\u1ed7i th\u00ec kh\u00f4ng th\u1ec3 quy\u1ebft \u0111\u1ecbnh m\u1edf r\u1ed9ng hay d\u1eebng.<\/li>\n\n\n<li><strong>D\u1eef li\u1ec7u ch\u01b0a s\u1ea1ch ho\u1eb7c n\u1eb1m r\u1ea3i r\u00e1c:<\/strong> agent s\u1ebd l\u00e0m nhanh h\u01a1n nh\u01b0ng sai nhi\u1ec1u h\u01a1n.<\/li>\n\n\n<li><strong>Vi\u1ec7c c\u1ea7n ph\u00e1n quy\u1ebft ph\u00e1p l\u00fd, t\u00e0i ch\u00ednh l\u1edbn:<\/strong> ch\u1ec9 n\u00ean \u0111\u1ec3 agent so\u1ea1n nh\u00e1p, con ng\u01b0\u1eddi duy\u1ec7t t\u1eebng l\u1ea7n.<\/li>\n\n\n<li><strong>Ch\u01b0a ph\u00e2n quy\u1ec1n v\u00e0 ghi log \u0111\u01b0\u1ee3c:<\/strong> kh\u00f4ng n\u00ean cho agent quy\u1ec1n g\u1eedi email, thanh to\u00e1n hay s\u1eeda h\u1ea1 t\u1ea7ng.<\/li>\n\n\n<li><strong>C\u00f4ng vi\u1ec7c l\u00e0m v\u00e0i l\u1ea7n m\u1ed7i th\u00e1ng:<\/strong> chi ph\u00ed d\u1ef1ng v\u00e0 gi\u00e1m s\u00e1t agent c\u00f3 th\u1ec3 l\u1edbn h\u01a1n th\u1eddi gian ti\u1ebft ki\u1ec7m.<\/li>\n<\/ul>\n\n\n\n<h2 id=\"T\u1ea1m_k\u1ebft\">T\u1ea1m k\u1ebft<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Kinh t\u1ebf agentic l\u00e0 m\u1ed9t thay \u0111\u1ed5i \u0111\u00e1ng theo d\u00f5i, kh\u00f4ng ph\u1ea3i v\u00ec AI s\u1ebd \u201cthay th\u1ebf t\u1ea5t c\u1ea3\u201d, m\u00e0 v\u00ec c\u00e1ch t\u1ea1o ra gi\u00e1 tr\u1ecb \u0111ang d\u1ecbch chuy\u1ec3n t\u1eeb thao t\u00e1c th\u1ee7 c\u00f4ng sang giao vi\u1ec7c cho agent v\u00e0 gi\u00e1m s\u00e1t k\u1ebft qu\u1ea3.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">S\u1ed1 li\u1ec7u g\u1ed1c cho th\u1ea5y l\u00e0n s\u00f3ng n\u00e0y c\u00f3 th\u1eadt nh\u01b0ng c\u00f2n s\u1edbm: <strong>62% t\u1ed5 ch\u1ee9c \u0111ang th\u1eed AI agent<\/strong>, ch\u1ec9 23% \u0111\u00e3 m\u1edf r\u1ed9ng \u1edf m\u1ed9t b\u1ed9 ph\u1eadn, v\u00e0 Gartner d\u1ef1 b\u00e1o h\u01a1n 40% d\u1ef1 \u00e1n s\u1ebd b\u1ecb hu\u1ef7 tr\u01b0\u1edbc cu\u1ed1i 2027.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">C\u00e2u h\u1ecfi kh\u00f4ng c\u00f2n l\u00e0 &#8220;AI agentic c\u00f3 thay \u0111\u1ed5i kinh t\u1ebf kh\u00f4ng?&#8221; m\u00e0 l\u00e0 <strong>&#8220;B\u1ea1n s\u1ebd \u0111\u1ee9ng \u1edf \u0111\u00e2u trong l\u00e0n s\u00f3ng \u0111\u00f3?&#8221;<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Ng\u01b0\u1eddi lao \u0111\u1ed9ng, doanh nh\u00e2n hay nh\u00e0 qu\u1ea3n l\u00fd \u0111\u1ec1u c\u00f3 th\u1ec3 b\u1eaft \u0111\u1ea7u b\u1eb1ng m\u1ed9t vi\u1ec7c nh\u1ecf: ch\u1ecdn m\u1ed9t quy tr\u00ecnh, th\u1eed m\u1ed9t agent c\u00f3 gi\u00e1m s\u00e1t, \u0111o k\u1ebft qu\u1ea3 r\u1ed3i m\u1edbi m\u1edf r\u1ed9ng.<\/p>\n\n\n\n<h3 id=\"Ngu\u1ed3n_tham_kh\u1ea3o_(\u0111\u1ed1i_chi\u1ebfu_29\/10\/2026)\">Ngu\u1ed3n tham kh\u1ea3o (\u0111\u1ed1i chi\u1ebfu 29\/10\/2026)<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><a href=\"https:\/\/www.mckinsey.com\/capabilities\/quantumblack\/our-insights\/the-state-of-ai-2025\" target=\"_blank\" rel=\"noopener nofollow\">McKinsey \u2013 The state of AI in 2025: Agents, innovation, and transformation (05\/11\/2025)<\/a><\/li>\n\n\n<li><a href=\"https:\/\/www.mckinsey.com\/capabilities\/tech-and-ai\/our-insights\/the-economic-potential-of-generative-ai-the-next-productivity-frontier\" target=\"_blank\" rel=\"noopener nofollow\">McKinsey \u2013 The economic potential of generative AI (14\/06\/2023)<\/a><\/li>\n\n\n<li><a href=\"https:\/\/www.mckinsey.com\/mgi\/our-research\/agents-robots-and-us-skill-partnerships-in-the-age-of-ai\" target=\"_blank\" rel=\"noopener nofollow\">McKinsey Global Institute \u2013 Agents, robots, and us: Skill partnerships in the age of AI (25\/11\/2025)<\/a><\/li>\n\n\n<li><a href=\"https:\/\/www.gartner.com\/en\/newsroom\/press-releases\/2025-06-25-gartner-predicts-over-40-percent-of-agentic-ai-projects-will-be-canceled-by-end-of-2027\" target=\"_blank\" rel=\"noopener nofollow\">Gartner \u2013 Over 40% of agentic AI projects will be canceled by end of 2027 (25\/06\/2025)<\/a><\/li>\n\n\n<li><a href=\"https:\/\/www.gartner.com\/en\/newsroom\/press-releases\/2025-08-26-gartner-predicts-40-percent-of-enterprise-apps-will-feature-task-specific-ai-agents-by-2026-up-from-less-than-5-percent-in-2025\" target=\"_blank\" rel=\"noopener nofollow\">Gartner \u2013 40% of enterprise apps will feature task-specific AI agents by 2026 (26\/08\/2025)<\/a><\/li>\n\n\n<li><a href=\"https:\/\/www.weforum.org\/press\/2025\/01\/future-of-jobs-report-2025-78-million-new-job-opportunities-by-2030-but-urgent-upskilling-needed-to-prepare-workforces\/\" target=\"_blank\" rel=\"noopener nofollow\">World Economic Forum \u2013 Future of Jobs Report 2025 (08\/01\/2025)<\/a><\/li>\n\n\n<li><a href=\"https:\/\/www.pwc.com\/gx\/en\/news-room\/press-releases\/2025\/ai-linked-to-a-fourfold-increase-in-productivity-growth.html\" target=\"_blank\" rel=\"noopener nofollow\">PwC \u2013 2025 Global AI Jobs Barometer (03\/06\/2025)<\/a><\/li>\n\n\n<li><a href=\"https:\/\/kpmg.com\/kpmg-us\/content\/dam\/kpmg\/pdf\/2025\/gen-ai-economic-growth.pdf\" target=\"_blank\" rel=\"noopener nofollow\">KPMG \u2013 GenAI and economic growth (2025)<\/a><\/li>\n\n\n<li><a href=\"https:\/\/hai.stanford.edu\/ai-index\/2026-ai-index-report\/economy\" target=\"_blank\" rel=\"noopener nofollow\">Stanford HAI \u2013 AI Index Report 2026, ch\u01b0\u01a1ng Kinh t\u1ebf<\/a><\/li>\n\n\n<li><a href=\"https:\/\/lightcast.io\/resources\/blog\/stanford-ai-2026\" target=\"_blank\" rel=\"noopener nofollow\">Lightcast \u2013 Four takeaways from the 2026 Stanford AI Index<\/a><\/li>\n\n\n<li><a href=\"https:\/\/www.europarl.europa.eu\/legislative-train\/package-digital-package\/file-digital-omnibus-on-ai\" target=\"_blank\" rel=\"noopener nofollow\">Ngh\u1ecb vi\u1ec7n ch\u00e2u \u00c2u \u2013 Digital Omnibus on AI (Legislative Train)<\/a><\/li>\n\n\n<li><a href=\"https:\/\/daibieunhandan.vn\/quoc-hoi-thong-qua-luat-tri-tue-nhan-tao-10399959.html\" target=\"_blank\" rel=\"noopener nofollow\">B\u00e1o \u0110\u1ea1i bi\u1ec3u Nh\u00e2n d\u00e2n \u2013 Qu\u1ed1c h\u1ed9i th\u00f4ng qua Lu\u1eadt Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o<\/a><\/li>\n<\/ul>\n\n\n\n<h2 id=\"C\u00e2u_h\u1ecfi_th\u01b0\u1eddng_g\u1eb7p\">C\u00e2u h\u1ecfi th\u01b0\u1eddng g\u1eb7p<\/h2>\n\n\n\t\t<section\t\thelp class=\"sc_fs_faq sc_card    \"\n\t\t\t\t>\n\t\t\t\t<h2 id=\"N\u1ec1n_kinh_t\u1ebf_agentic_c\u00f3_ngh\u0129a_l\u00e0_AI_s\u1ebd_&quot;l\u1ea5y_vi\u1ec7c&quot;_c\u1ee7a_t\u00f4i_kh\u00f4ng?\">N\u1ec1n kinh t\u1ebf agentic c\u00f3 ngh\u0129a l\u00e0 AI s\u1ebd &quot;l\u1ea5y vi\u1ec7c&quot; c\u1ee7a t\u00f4i kh\u00f4ng?<\/h2>\t\t\t\t<div>\n\t\t\t\t\t\t<div class=\"sc_fs_faq__content\">\n\t\t\t\t\n\n<p class=\"wp-block-paragraph\">Kh\u00f4ng h\u1eb3n. Theo WEF, \u0111\u1ebfn 2030 s\u1ebd c\u00f3 kho\u1ea3ng 170 tri\u1ec7u vi\u1ec7c l\u00e0m m\u1edbi v\u00e0 92 tri\u1ec7u vi\u1ec7c l\u00e0m m\u1ea5t \u0111i do nhi\u1ec1u y\u1ebfu t\u1ed1, trong \u0111\u00f3 c\u00f3 AI. Nhi\u1ec1u kh\u1ea3 n\u0103ng b\u1ea3n ch\u1ea5t c\u00f4ng vi\u1ec7c s\u1ebd \u0111\u1ed5i: t\u00e1c v\u1ee5 l\u1eb7p l\u1ea1i, x\u1eed l\u00fd th\u00f4ng tin c\u01a1 b\u1ea3n do AI l\u00e0m; con ng\u01b0\u1eddi chuy\u1ec3n sang gi\u00e1m s\u00e1t, s\u00e1ng t\u1ea1o v\u00e0 quy\u1ebft \u0111\u1ecbnh. K\u1ef9 n\u0103ng n\u00ean \u01b0u ti\u00ean l\u00fac n\u00e0y l\u00e0 l\u00e0m vi\u1ec7c c\u00f9ng AI.<\/p>\n\n\t\t\t<\/div>\n\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section\t\thelp class=\"sc_fs_faq sc_card    \"\n\t\t\t\t>\n\t\t\t\t<h2 id=\"AI_agent_kh\u00e1c_v\u1edbi_chatbot_AI_th\u00f4ng_th\u01b0\u1eddng_\u1edf_ch\u1ed7_n\u00e0o?\">AI agent kh\u00e1c v\u1edbi chatbot AI th\u00f4ng th\u01b0\u1eddng \u1edf ch\u1ed7 n\u00e0o?<\/h2>\t\t\t\t<div>\n\t\t\t\t\t\t<div class=\"sc_fs_faq__content\">\n\t\t\t\t\n\n<p class=\"wp-block-paragraph\">Chatbot truy\u1ec1n th\u1ed1ng l\u00e0 &#8220;h\u1ecfi \u2013 \u0111\u00e1p&#8221;: b\u1ea1n h\u1ecfi, AI tr\u1ea3 l\u1eddi, xong. AI agent ho\u1ea1t \u0111\u1ed9ng theo m\u00f4 h\u00ecnh &#8220;m\u1ee5c ti\u00eau \u2013 h\u00e0nh \u0111\u1ed9ng&#8221;: b\u1ea1n \u0111\u1eb7t m\u1ee5c ti\u00eau, agent t\u1ef1 l\u00ean k\u1ebf ho\u1ea1ch, t\u1ef1 d\u00f9ng c\u00f4ng c\u1ee5 (t\u00ecm ki\u1ebfm web, \u0111\u1ecdc file, g\u1eedi email, ch\u1ea1y code\u2026) v\u00e0 th\u1ef1c hi\u1ec7n chu\u1ed7i b\u01b0\u1edbc \u0111\u1ec3 \u0111\u1ea1t m\u1ee5c ti\u00eau. Xem th\u00eam \u1edf b\u00e0i <a href=\"https:\/\/tino.vn\/blog\/ai-agent-la-gi\/\">AI agent l\u00e0 g\u00ec<\/a>.<\/p>\n\n\t\t\t<\/div>\n\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section\t\thelp class=\"sc_fs_faq sc_card    \"\n\t\t\t\t>\n\t\t\t\t<h2 id=\"Doanh_nghi\u1ec7p_nh\u1ecf_c\u00f3_th\u1ec3_tham_gia_kinh_t\u1ebf_agentic_kh\u00f4ng?\">Doanh nghi\u1ec7p nh\u1ecf c\u00f3 th\u1ec3 tham gia kinh t\u1ebf agentic kh\u00f4ng?<\/h2>\t\t\t\t<div>\n\t\t\t\t\t\t<div class=\"sc_fs_faq__content\">\n\t\t\t\t\n\n<p class=\"wp-block-paragraph\">C\u00f3. Doanh nghi\u1ec7p nh\u1ecf c\u00f3 th\u1ec3 b\u1eaft \u0111\u1ea7u t\u1eeb c\u00e1c t\u00e1c v\u1ee5 \u0111\u01a1n gi\u1ea3n nh\u01b0 t\u1ef1 \u0111\u1ed9ng tr\u1ea3 l\u1eddi kh\u00e1ch h\u00e0ng, ph\u00e2n lo\u1ea1i email, t\u1ea1o n\u1ed9i dung marketing, t\u1ed5ng h\u1ee3p b\u00e1o c\u00e1o, nh\u1eafc l\u1ecbch ch\u0103m s\u00f3c lead ho\u1eb7c c\u1eadp nh\u1eadt CRM, v\u00ed d\u1ee5 b\u1eb1ng <a href=\"https:\/\/tino.vn\/blog\/n8n-la-gi\/\">n8n<\/a> ch\u1ea1y tr\u00ean m\u1ed9t m\u00e1y ch\u1ee7 ri\u00eang.<\/p>\n\n\t\t\t<\/div>\n\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section\t\thelp class=\"sc_fs_faq sc_card    \"\n\t\t\t\t>\n\t\t\t\t<h2 id=\"AI_agentic_c\u00f3_an_to\u00e0n_kh\u00f4ng?_T\u00f4i_c\u00f3_th\u1ec3_giao_cho_AI_x\u1eed_l\u00fd_d\u1eef_li\u1ec7u_nh\u1ea1y_c\u1ea3m_kh\u00f4ng?\">AI agentic c\u00f3 an to\u00e0n kh\u00f4ng? T\u00f4i c\u00f3 th\u1ec3 giao cho AI x\u1eed l\u00fd d\u1eef li\u1ec7u nh\u1ea1y c\u1ea3m kh\u00f4ng?<\/h2>\t\t\t\t<div>\n\t\t\t\t\t\t<div class=\"sc_fs_faq__content\">\n\t\t\t\t\n\n<p class=\"wp-block-paragraph\">C\u00f3 th\u1ec3, nh\u01b0ng c\u1ea7n c\u01a1 ch\u1ebf ki\u1ec3m so\u00e1t r\u00f5 r\u00e0ng: ph\u00e2n quy\u1ec1n cho agent (\u0111\u01b0\u1ee3c l\u00e0m g\u00ec, kh\u00f4ng \u0111\u01b0\u1ee3c l\u00e0m g\u00ec); con ng\u01b0\u1eddi duy\u1ec7t \u1edf c\u00e1c quy\u1ebft \u0111\u1ecbnh quan tr\u1ecdng; l\u01b0u log m\u1ecdi h\u00e0nh \u0111\u1ed9ng v\u00e0 kh\u00f4ng c\u1ea5p quy\u1ec1n truy c\u1eadp d\u1eef li\u1ec7u v\u01b0\u1ee3t qu\u00e1 m\u1ee9c c\u1ea7n thi\u1ebft. R\u1ee7i ro th\u01b0\u1eddng \u0111\u1ebfn t\u1eeb c\u00e1ch tri\u1ec3n khai thi\u1ebfu c\u1ea9n th\u1eadn h\u01a1n l\u00e0 t\u1eeb b\u1ea3n th\u00e2n c\u00f4ng ngh\u1ec7.<\/p>\n\n\t\t\t<\/div>\n\t\t<\/div>\n\t\t<\/section>\n\t\t\n<script type=\"application\/ld+json\">\n\t{\n\t\t\"@context\": \"https:\/\/schema.org\",\n\t\t\"@type\": \"FAQPage\",\n\t\t\"mainEntity\": [\n\t\t\t\t\t{\n\t\t\t\t\"@type\": \"Question\",\n\t\t\t\t\"name\": \"N\u1ec1n kinh t\u1ebf agentic c\u00f3 ngh\u0129a l\u00e0 AI s\u1ebd \\\"l\u1ea5y vi\u1ec7c\\\" c\u1ee7a t\u00f4i kh\u00f4ng?\",\n\t\t\t\t\"acceptedAnswer\": {\n\t\t\t\t\t\"@type\": \"Answer\",\n\t\t\t\t\t\"text\": \"<p>Kh\u00f4ng h\u1eb3n. Theo WEF, \u0111\u1ebfn 2030 s\u1ebd c\u00f3 kho\u1ea3ng 170 tri\u1ec7u vi\u1ec7c l\u00e0m m\u1edbi v\u00e0 92 tri\u1ec7u vi\u1ec7c l\u00e0m m\u1ea5t \u0111i do nhi\u1ec1u y\u1ebfu t\u1ed1, trong \u0111\u00f3 c\u00f3 AI. 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T\u00f4i c\u00f3 th\u1ec3 giao cho AI x\u1eed l\u00fd d\u1eef li\u1ec7u nh\u1ea1y c\u1ea3m kh\u00f4ng?\",\n\t\t\t\t\"acceptedAnswer\": {\n\t\t\t\t\t\"@type\": \"Answer\",\n\t\t\t\t\t\"text\": \"<p>C\u00f3 th\u1ec3, nh\u01b0ng c\u1ea7n c\u01a1 ch\u1ebf ki\u1ec3m so\u00e1t r\u00f5 r\u00e0ng: ph\u00e2n quy\u1ec1n cho agent (\u0111\u01b0\u1ee3c l\u00e0m g\u00ec, kh\u00f4ng \u0111\u01b0\u1ee3c l\u00e0m g\u00ec); con ng\u01b0\u1eddi duy\u1ec7t \u1edf c\u00e1c quy\u1ebft \u0111\u1ecbnh quan tr\u1ecdng; l\u01b0u log m\u1ecdi h\u00e0nh \u0111\u1ed9ng v\u00e0 kh\u00f4ng c\u1ea5p quy\u1ec1n truy c\u1eadp d\u1eef li\u1ec7u v\u01b0\u1ee3t qu\u00e1 m\u1ee9c c\u1ea7n thi\u1ebft. 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