{"id":66780,"date":"2026-07-03T09:14:47","date_gmt":"2026-07-03T02:14:47","guid":{"rendered":"https:\/\/aws.cmctelecom.vn\/2026\/06\/19\/aws-proserve-ung-dung-ai-agent-rut-ngan-du-an-tu-thang-xuong-ngay\/"},"modified":"2026-06-30T17:50:12","modified_gmt":"2026-06-30T10:50:12","slug":"aws-proserve-ung-dung-ai-agent-rut-ngan-du-an-tu-thang-xuong-ngay","status":"publish","type":"post","link":"https:\/\/aws.cmctelecom.vn\/en\/2026\/07\/03\/aws-proserve-ung-dung-ai-agent-rut-ngan-du-an-tu-thang-xuong-ngay\/","title":{"rendered":"AWS ProServe \u1ee9ng d\u1ee5ng AI Agent, r\u00fat ng\u1eafn d\u1ef1 \u00e1n t\u1eeb th\u00e1ng xu\u1ed1ng ng\u00e0y"},"content":{"rendered":"<p>\u0110\u1ed9i ng\u0169 AWS Professional Services (ProServe) \u0111\u00e3 th\u00e0nh c\u00f4ng r\u00fat ng\u1eafn th\u1eddi gian tri\u1ec3n khai c\u00e1c d\u1ef1 \u00e1n t\u1eeb v\u00e0i th\u00e1ng xu\u1ed1ng ch\u1ec9 c\u00f2n v\u00e0i ng\u00e0y. Th\u00e0nh t\u1ef1u n\u00e0y kh\u00f4ng \u0111\u1ebfn t\u1eeb vi\u1ec7c th\u00eam c\u00e1c c\u00f4ng c\u1ee5 AI v\u00e0o quy tr\u00ecnh hi\u1ec7n c\u00f3, m\u00e0 b\u1eb1ng c\u00e1ch t\u00e1i c\u1ea5u tr\u00fac l\u1ea1i to\u00e0n b\u1ed9 ph\u01b0\u01a1ng th\u1ee9c l\u00e0m vi\u1ec7c t\u1eeb b\u00ean trong, bi\u1ebfn AI tr\u1edf th\u00e0nh n\u1ec1n t\u1ea3ng c\u1ed1t l\u00f5i.<\/p>\n<p>C\u00e1ch ti\u1ebfp c\u1eadn n\u00e0y ph\u1ea3n \u00e1nh xu h\u01b0\u1edbng m\u00e0 c\u00e1c <em>frontier team<\/em> (\u0111\u1ed9i ng\u0169 ti\u00ean phong) \u0111ang \u0111\u1ecbnh h\u00ecnh l\u1ea1i vi\u1ec7c ph\u00e1t tri\u1ec3n ph\u1ea7n m\u1ec1m v\u1edbi AI l\u00e0m trung t\u00e2m (<em>AI-native development<\/em>). B\u00e0i vi\u1ebft n\u00e0y s\u1ebd chia s\u1ebb c\u00e1ch AWS ProServe tr\u1edf th\u00e0nh m\u1ed9t \u0111\u1ed9i ng\u0169 ti\u00ean phong, c\u00e1c ph\u01b0\u01a1ng ph\u00e1p \u0111\u00e3 gi\u00fap h\u1ecd th\u00e0nh c\u00f4ng, v\u00e0 nh\u1eefng b\u00e0i h\u1ecdc kinh nghi\u1ec7m m\u00e0 c\u00e1c t\u1ed5 ch\u1ee9c c\u00f4ng ngh\u1ec7 kh\u00e1c c\u00f3 th\u1ec3 \u00e1p d\u1ee5ng.<\/p>\n<h2>M\u1ed9t \u0111\u1ed1i t\u00e1c \u0111\u00e3 \u0111i ti\u00ean phong<\/h2>\n<p>B\u1ea5t k\u1ef3 t\u1ed5 ch\u1ee9c n\u00e0o c\u0169ng c\u00f3 th\u1ec3 x\u00e2y d\u1ef1ng m\u1ed9t \u0111\u1ed9i ng\u0169 ti\u00ean phong. V\u1edbi nh\u1eefng kh\u00e1ch h\u00e0ng mu\u1ed1n t\u0103ng t\u1ed1c, AWS ProServe l\u00e0 \u0111\u1ed1i t\u00e1c l\u00fd t\u01b0\u1edfng v\u00ec c\u00e1c chuy\u00ean gia t\u01b0 v\u1ea5n c\u1ee7a h\u1ecd \u0111\u00e3 th\u1ea5m nhu\u1ea7n ph\u01b0\u01a1ng ph\u00e1p ph\u00e1t tri\u1ec3n AI-native trong c\u00f4ng vi\u1ec7c h\u00e0ng ng\u00e0y.<\/p>\n<p>Ph\u00e1t tri\u1ec3n AI-native di\u1ec5n ra v\u1edbi t\u1ed1c \u0111\u1ed9 m\u00e0 c\u00e1c nh\u1ecbp \u0111\u1ed9 t\u01b0 v\u1ea5n truy\u1ec1n th\u1ed1ng kh\u00f4ng th\u1ec3 theo k\u1ecbp. C\u00f4ng vi\u1ec7c t\u1eebng k\u00e9o d\u00e0i h\u00e0ng th\u00e1ng nay \u0111\u01b0\u1ee3c r\u00fat g\u1ecdn trong v\u00e0i ng\u00e0y, \u0111\u00f2i h\u1ecfi v\u00f2ng l\u1eb7p ch\u1eb7t ch\u1ebd h\u01a1n, ph\u1ea3n h\u1ed3i nhanh h\u01a1n v\u00e0 nhi\u1ec1u quy\u1ebft \u0111\u1ecbnh \u0111\u01b0\u1ee3c \u0111\u01b0a ra ngay trong qu\u00e1 tr\u00ecnh x\u00e2y d\u1ef1ng. \u0110\u1ec3 gi\u00fap kh\u00e1ch h\u00e0ng v\u1eadn h\u00e0nh \u1edf t\u1ed1c \u0111\u1ed9 n\u00e0y, c\u00e1c chuy\u00ean gia t\u01b0 v\u1ea5n c\u1ea7n c\u00f3 tr\u1ef1c gi\u00e1c \u0111\u1ec3 bi\u1ebft quy\u1ebft \u0111\u1ecbnh n\u00e0o c\u00f3 th\u1ec3 th\u1ef1c hi\u1ec7n nhanh, quy\u1ebft \u0111\u1ecbnh n\u00e0o c\u1ea7n s\u1ef1 ph\u00e1n \u0111o\u00e1n c\u1ea9n tr\u1ecdng c\u1ee7a con ng\u01b0\u1eddi, v\u00e0 l\u00e0m th\u1ebf n\u00e0o \u0111\u1ec3 duy tr\u00ec ch\u1ea5t l\u01b0\u1ee3ng cao khi t\u1ed1c \u0111\u1ed9 th\u1ef1c thi t\u0103ng v\u1ecdt.<\/p>\n<p>\u0110\u1ed9ng l\u1ef1c c\u1ee7a AWS ProServe l\u00e0 gi\u1ea3i ph\u00f3ng c\u00e1c chuy\u00ean gia t\u01b0 v\u1ea5n kh\u1ecfi c\u00e1c c\u00f4ng vi\u1ec7c kh\u00f4ng li\u00ean quan \u0111\u1ebfn l\u1eadp tr\u00ecnh (t\u00e0i li\u1ec7u, \u0111i\u1ec1u ph\u1ed1i, b\u00e1o c\u00e1o ti\u1ebfn \u0111\u1ed9, t\u1ea1o m\u00e3 l\u1eb7p \u0111i l\u1eb7p l\u1ea1i) v\u1ed1n chi\u1ebfm ph\u1ea7n l\u1edbn th\u1eddi gian c\u1ee7a m\u1ed7i d\u1ef1 \u00e1n. \u0110i\u1ec1u n\u00e0y cho ph\u00e9p con ng\u01b0\u1eddi t\u1eadp trung v\u00e0o nh\u1eefng ph\u00e1n \u0111o\u00e1n th\u1ef1c s\u1ef1 t\u1ea1o ra k\u1ebft qu\u1ea3. AWS \u0111\u00e3 \u0111\u1ea7u t\u01b0 v\u00e0o b\u1ed1i c\u1ea3nh cho agent, t\u00e1i c\u1ea5u tr\u00fac c\u00f4ng vi\u1ec7c xoay quanh th\u1ebf m\u1ea1nh c\u1ee7a agent v\u00e0 ng\u1eebng xem AI nh\u01b0 m\u1ed9t tr\u1ee3 l\u00fd m\u00e0 coi n\u00f3 l\u00e0 n\u1ec1n t\u1ea3ng.<\/p>\n<h2>APEX: \u0110\u1ed9i ng\u0169 ti\u00ean phong v\u00e0 Delivery Agent<\/h2>\n<p>AWS ProServe \u0111\u00e3 b\u1eaft \u0111\u1ea7u h\u00e0nh tr\u00ecnh c\u1ee7a m\u00ecnh v\u1edbi m\u1ed9t s\u00e1ng ki\u1ebfn ti\u00ean phong. \u0110\u1ed9i ng\u0169 Agentic AI ProServe Experiences (APEX) \u0111\u01b0\u1ee3c th\u00e0nh l\u1eadp v\u1edbi m\u1ed9t nhi\u1ec7m v\u1ee5 duy nh\u1ea5t: thi\u1ebft k\u1ebf l\u1ea1i c\u00e1ch ProServe tri\u1ec3n khai d\u1ef1 \u00e1n.<\/p>\n<p>APEX \u0111\u00e3 x\u00e2y d\u1ef1ng ProServe Delivery Agent, m\u1ed9t h\u1ec7 th\u1ed1ng \u0111a agent bao qu\u00e1t to\u00e0n b\u1ed9 v\u00f2ng \u0111\u1eddi ph\u00e1t tri\u1ec3n: t\u1eeb y\u00eau c\u1ea7u, x\u00e1c th\u1ef1c ki\u1ebfn tr\u00fac, tri\u1ec3n khai, \u0111\u00e1nh gi\u00e1 b\u1ea3o m\u1eadt, ki\u1ec3m th\u1eed \u0111\u1ebfn \u0440\u0430\u0437\u0432\u0435\u0440\u0442\u044b\u0432\u0430\u043d\u0438\u0435. M\u1ed9t agent gi\u00e1m s\u00e1t s\u1ebd \u0111i\u1ec1u ph\u1ed1i c\u00e1c agent chuy\u00ean bi\u1ec7t kh\u00e1c qua t\u1eebng giai \u0111o\u1ea1n.<\/p>\n<p>Delivery Agent l\u00e0 c\u00e1ch ProServe hi\u1ec7n th\u1ef1c h\u00f3a AI-DLC, hay V\u00f2ng \u0111\u1eddi Ph\u00e1t tri\u1ec3n do AI D\u1eabn d\u1eaft (<em>AI-Driven Development Lifecycle<\/em>). AI-DLC \u0111\u01b0\u1ee3c c\u00e1c \u0111\u1ed9i ng\u0169 c\u1ee7a AWS x\u00e2y d\u1ef1ng v\u00e0 tinh ch\u1ec9nh qua h\u00e0ng tr\u0103m bu\u1ed5i workshop th\u1ef1c h\u00e0nh c\u00f9ng kh\u00e1ch h\u00e0ng. N\u1ebfu ph\u00e1t tri\u1ec3n AI-native l\u00e0 n\u1ec1n t\u1ea3ng, th\u00ec AI-DLC ch\u00ednh l\u00e0 quy tr\u00ecnh do AWS x\u00e2y d\u1ef1ng \u0111\u1ec3 v\u1eadn h\u00e0nh n\u00f3 trong to\u00e0n b\u1ed9 v\u00f2ng \u0111\u1eddi ph\u00e2n ph\u1ed1i, cho c\u1ea3 n\u1ed9i b\u1ed9 AWS v\u00e0 kh\u00e1ch h\u00e0ng.<\/p>\n<p>APEX \u0111\u00e3 ch\u1ee9ng minh m\u00f4 h\u00ecnh n\u00e0y tr\u00ean ch\u00ednh c\u00e1c workload c\u1ee7a m\u00ecnh. Hi\u1ec7n t\u1ea1i, Delivery Agent \u0111ang l\u00e0m vi\u1ec7c c\u00f9ng c\u00e1c chuy\u00ean gia t\u01b0 v\u1ea5n con ng\u01b0\u1eddi trong c\u00e1c d\u1ef1 \u00e1n tr\u00ean to\u00e0n c\u1ea7u, v\u00e0 c\u00e1c m\u00f4 h\u00ecnh \u0111\u00e3 \u0111\u01b0\u1ee3c APEX x\u00e1c th\u1ef1c \u0111ang tr\u1edf th\u00e0nh ph\u01b0\u01a1ng th\u1ee9c tri\u1ec3n khai m\u1eb7c \u0111\u1ecbnh tr\u00ean to\u00e0n b\u1ed9 ProServe.<\/p>\n<h2>T\u00e1i thi\u1ebft k\u1ebf quy tr\u00ecnh tri\u1ec3n khai d\u1ef1 \u00e1n<\/h2>\n<p>M\u1ed9t d\u1ef1 \u00e1n ProServe \u0111i\u1ec3n h\u00ecnh t\u1eebng tu\u00e2n theo nh\u1ecbp \u0111\u1ed9 t\u01b0 v\u1ea5n quen thu\u1ed9c: kh\u00e1m ph\u00e1 y\u00eau c\u1ea7u qua c\u00e1c t\u00e0i li\u1ec7u d\u00e0i, tranh lu\u1eadn v\u1ec1 quy\u1ebft \u0111\u1ecbnh ki\u1ebfn tr\u00fac trong c\u00e1c bu\u1ed5i workshop, tri\u1ec3n khai theo nh\u1ecbp \u0111\u1ed9 sprint, v\u00e0 ki\u1ec3m th\u1eed, b\u1ea3o m\u1eadt \u1edf c\u00e1c ranh gi\u1edbi giai \u0111o\u1ea1n. M\u1ed7i l\u1ea7n b\u00e0n giao \u0111\u1ec1u g\u00e2y ra \u0111\u1ed9 tr\u1ec5 v\u00e0 m\u1ed7i t\u00e0i li\u1ec7u ch\u1ec9 d\u00e0nh cho con ng\u01b0\u1eddi \u0111\u1ecdc.<\/p>\n<p>Vi\u1ec7c t\u00e1i thi\u1ebft k\u1ebf \u0111\u00e3 thay \u0111\u1ed5i m\u1ecdi b\u01b0\u1edbc. Y\u00eau c\u1ea7u chuy\u1ec3n t\u1eeb v\u0103n xu\u00f4i sang c\u00e1c b\u1ea3n \u0111\u1eb7c t\u1ea3 k\u1ef9 thu\u1eadt (<em>spec<\/em>) c\u00f3 c\u1ea5u tr\u00fac m\u00e0 c\u1ea3 ng\u01b0\u1eddi v\u00e0 agent \u0111\u1ec1u c\u00f3 th\u1ec3 \u0111\u1ecdc, tr\u1edf th\u00e0nh ngu\u1ed3n th\u00f4ng tin x\u00e1c th\u1ef1c duy nh\u1ea5t. C\u00e1c ti\u00eau chu\u1ea9n ki\u1ebfn tr\u00fac v\u00e0 b\u00e0i h\u1ecdc t\u1eeb c\u00e1c d\u1ef1 \u00e1n tr\u01b0\u1edbc \u0111\u01b0\u1ee3c h\u1ec7 th\u1ed1ng h\u00f3a th\u00e0nh c\u00e1c t\u1ec7p \u0111\u1ecbnh h\u01b0\u1edbng \u0111\u1ec3 agent li\u00ean t\u1ee5c tham kh\u1ea3o. Vi\u1ec7c tri\u1ec3n khai chuy\u1ec3n t\u1eeb vi\u1ec7c c\u00e1c l\u1eadp tr\u00ecnh vi\u00ean l\u00e0m vi\u1ec7c n\u1ed1i ti\u1ebfp nhau sang c\u00e1c chuy\u00ean gia t\u01b0 v\u1ea5n giao c\u00e1c t\u00e1c v\u1ee5 \u0111\u01b0\u1ee3c x\u00e1c \u0111\u1ecbnh r\u00f5 cho nhi\u1ec1u agent x\u1eed l\u00fd song song. Ki\u1ec3m th\u1eed v\u00e0 \u0111\u00e1nh gi\u00e1 b\u1ea3o m\u1eadt \u0111\u01b0\u1ee3c \u0111\u01b0a v\u00e0o v\u00f2ng l\u1eb7p x\u00e2y d\u1ef1ng, v\u1edbi c\u00e1c agent t\u1ef1 x\u00e1c th\u1ef1c v\u00e0 s\u1eeda l\u1ed7i tr\u01b0\u1edbc khi con ng\u01b0\u1eddi c\u1ea7n xem x\u00e9t. G\u00e1nh n\u1eb7ng b\u00e1o c\u00e1o v\u00e0 \u0111i\u1ec1u ph\u1ed1i g\u1ea7n nh\u01b0 bi\u1ebfn m\u1ea5t.<\/p>\n<p>K\u1ebft qu\u1ea3 l\u00e0 m\u1ed9t lu\u1ed3ng c\u00f4ng vi\u1ec7c li\u00ean t\u1ee5c, n\u01a1i s\u1ef1 ph\u00e1n \u0111o\u00e1n c\u1ee7a con ng\u01b0\u1eddi \u0111\u01b0\u1ee3c t\u1eadp trung v\u00e0o vi\u1ec7c \u01b0u ti\u00ean, x\u00e1c th\u1ef1c v\u00e0 c\u00e1c quy\u1ebft \u0111\u1ecbnh quan tr\u1ecdng.<\/p>\n<figure class=\"wp-block-image size-full aligncenter\" style=\"text-align: center; margin: 1.5em 0;\"><img decoding=\"async\" style=\"--smush-placeholder-width: 1379px; --smush-placeholder-aspect-ratio: 1379\/565;border-radius: 8px; border: 1px solid #e5e7eb; max-width: 100%; max-height: 560px; width: auto; height: auto; display: inline-block;\" data-src=\"https:\/\/aws.cmctelecom.vn\/wp-content\/uploads\/2026\/06\/47b8fea494.png\" alt=\"S\u01a1 \u0111\u1ed3 so s\u00e1nh quy tr\u00ecnh tri\u1ec3n khai d\u1ef1 \u00e1n tr\u01b0\u1edbc v\u00e0 sau khi AWS ProServe \u00e1p d\u1ee5ng AI Agent, cho th\u1ea5y s\u1ef1 thay \u0111\u1ed5i t\u1eeb c\u00f4ng vi\u1ec7c th\u1ee7 c\u00f4ng sang t\u1ef1 \u0111\u1ed9ng h\u00f3a.\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" class=\"lazyload\" \/><\/figure>\n<h2>N\u0103m ph\u01b0\u01a1ng ph\u00e1p c\u1ed1t l\u00f5i \u0111\u1ec3 th\u00e0nh c\u00f4ng<\/h2>\n<p>N\u0103m ph\u01b0\u01a1ng ph\u00e1p sau \u0111\u00e2y hi\u1ec7n \u0111\u1ecbnh h\u00ecnh c\u00e1ch AWS v\u1eadn h\u00e0nh AI-DLC trong n\u1ed9i b\u1ed9 ProServe:<\/p>\n<ol>\n<li><strong>Ch\u1eadm l\u1ea1i \u0111\u1ec3 t\u0103ng t\u1ed1c:<\/strong> C\u00e1c \u0111\u1ed9i ng\u0169 ti\u00ean phong \u0111\u1ea7u t\u01b0 tr\u01b0\u1edbc khi t\u0103ng t\u1ed1c, x\u00e2y d\u1ef1ng b\u1ed1i c\u1ea3nh cho agent v\u00e0 chu\u1ea9n h\u00f3a quy tr\u00ecnh tr\u01b0\u1edbc khi v\u1eadn t\u1ed1c \u0111\u01b0\u1ee3c nh\u00e2n l\u00ean.<\/li>\n<li><strong>\u0110\u1ea7u t\u01b0 m\u1ea1nh v\u00e0o b\u1ed1i c\u1ea3nh cho agent:<\/strong> C\u00e1c t\u1ec7p \u0111\u1ecbnh h\u01b0\u1edbng v\u00e0 ti\u00eau chu\u1ea9n ki\u1ebfn tr\u00fac l\u00e0 nh\u1eefng c\u1ea5u ph\u1ea7n h\u00e0ng \u0111\u1ea7u trong m\u1ecdi d\u1ef1 \u00e1n. B\u1ed1i c\u1ea3nh c\u00e0ng phong ph\u00fa, agent c\u00e0ng c\u00f3 th\u1ec3 ho\u1ea1t \u0111\u1ed9ng t\u1ef1 ch\u1ee7 m\u1ed9t c\u00e1ch an to\u00e0n.<\/li>\n<li><strong>&#8220;Nu\u00f4i&#8221; agent thay v\u00ec &#8220;tr\u00f4ng ch\u1eebng&#8221; ch\u00fang:<\/strong> C\u00e1c nh\u00e0 ph\u00e1t tri\u1ec3n duy tr\u00ec m\u1ed9t backlog \u1ed5n \u0111\u1ecbnh c\u00e1c t\u00e1c v\u1ee5 \u0111\u01b0\u1ee3c x\u00e1c \u0111\u1ecbnh r\u00f5 v\u00e0 ch\u1ea1y nhi\u1ec1u agent song song, xem x\u00e9t k\u1ebft qu\u1ea3 m\u1ed9t c\u00e1ch b\u1ea5t \u0111\u1ed3ng b\u1ed9.<\/li>\n<li><strong>S\u1eed d\u1ee5ng spec l\u00e0m ngu\u1ed3n th\u00f4ng tin x\u00e1c th\u1ef1c:<\/strong> Ph\u00e1t tri\u1ec3n d\u1ef1a tr\u00ean spec l\u00e0 quy tr\u00ecnh l\u00e0m vi\u1ec7c m\u1eb7c \u0111\u1ecbnh. Spec kh\u00f4ng ph\u1ea3i l\u00e0 t\u00e0i li\u1ec7u, ch\u00fang l\u00e0 h\u1ee3p \u0111\u1ed3ng m\u00e0 c\u00e1c agent d\u1ef1a v\u00e0o \u0111\u1ec3 x\u00e2y d\u1ef1ng.<\/li>\n<li><strong>D\u1ecbch chuy\u1ec3n ki\u1ec3m th\u1eed sang tr\u00e1i (Shift testing left):<\/strong> C\u00e1c agent t\u1ef1 x\u00e1c th\u1ef1c v\u00e0 s\u1eeda l\u1ed7i c\u1ee5c b\u1ed9 tr\u01b0\u1edbc khi k\u1ebft qu\u1ea3 \u0111\u1ebfn tay ng\u01b0\u1eddi \u0111\u00e1nh gi\u00e1.<\/li>\n<\/ol>\n<h2>Tri\u1ec3n khai AI-native trong m\u00f4i tr\u01b0\u1eddng kh\u00e1ch h\u00e0ng<\/h2>\n<p>Trong c\u00e1c d\u1ef1 \u00e1n c\u1ee7a kh\u00e1ch h\u00e0ng, Delivery Agent ho\u1ea1t \u0111\u1ed9ng c\u00f9ng v\u1edbi c\u00e1c chuy\u00ean gia t\u01b0 v\u1ea5n con ng\u01b0\u1eddi. H\u1ecd c\u00f9ng nhau l\u00e0m vi\u1ec7c trong to\u00e0n b\u1ed9 v\u00f2ng \u0111\u1eddi, t\u1eeb l\u1eadp k\u1ebf ho\u1ea1ch \u0111\u1ebfn tri\u1ec3n khai, h\u01b0\u1edbng t\u1edbi c\u00e1c k\u1ebft qu\u1ea3 kinh doanh m\u00e0 kh\u00e1ch h\u00e0ng \u0111\u00e3 ch\u1ecdn. Nguy\u00ean t\u1eafc ch\u1ec9 \u0111\u1ea1o l\u00e0: con ng\u01b0\u1eddi cung c\u1ea5p \u00fd \u0111\u1ecbnh, AI t\u1ea1o ra, con ng\u01b0\u1eddi x\u00e1c minh.<\/p>\n<p>Kh\u00e1ch h\u00e0ng v\u1eabn gi\u1eef quy\u1ec1n l\u1ef1a ch\u1ecdn c\u00e1c foundation model v\u00e0 c\u00f3 th\u1ec3 m\u1edf r\u1ed9ng h\u1ec7 th\u1ed1ng b\u1eb1ng d\u1eef li\u1ec7u v\u00e0 c\u00f4ng c\u1ee5 c\u1ee7a ri\u00eang h\u1ecd.<\/p>\n<figure class=\"wp-block-image size-full aligncenter\" style=\"text-align: center; margin: 1.5em 0;\"><img decoding=\"async\" style=\"--smush-placeholder-width: 960px; --smush-placeholder-aspect-ratio: 960\/540;border-radius: 8px; border: 1px solid #e5e7eb; max-width: 100%; max-height: 560px; width: auto; height: auto; display: inline-block;\" data-src=\"https:\/\/aws.cmctelecom.vn\/wp-content\/uploads\/2026\/06\/20c19a57b7.png\" alt=\"S\u01a1 \u0111\u1ed3 V\u00f2ng \u0111\u1eddi Ph\u00e1t tri\u1ec3n do AI D\u1eabn d\u1eaft (AI-DLC) c\u1ee7a AWS ProServe, m\u00f4 t\u1ea3 c\u00e1c giai \u0111o\u1ea1n t\u1eeb kh\u1edfi t\u1ea1o, x\u00e2y d\u1ef1ng, v\u1eadn h\u00e0nh \u0111\u1ebfn ph\u00e1t tri\u1ec3n li\u00ean t\u1ee5c.\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" class=\"lazyload\" \/><\/figure>\n<h2>B\u00e0i h\u1ecdc t\u1eeb ng\u01b0\u1eddi \u0111i tr\u01b0\u1edbc<\/h2>\n<ul>\n<li><strong>Hi\u1ec7u ch\u1ec9nh l\u00e0 b\u1eaft bu\u1ed9c, nh\u01b0ng kh\u00f4ng c\u1ea7n b\u1eaft \u0111\u1ea7u t\u1eeb con s\u1ed1 kh\u00f4ng:<\/strong> C\u00e1c \u0111\u1ed9i ng\u0169 c\u1ea7n th\u1eddi gian \u0111\u1ec3 x\u00e2y d\u1ef1ng ni\u1ec1m tin v\u00e0o nh\u1eefng g\u00ec agent x\u1eed l\u00fd t\u1ed1t, ph\u00e2n r\u00e3 c\u00f4ng vi\u1ec7c ph\u1ee9c t\u1ea1p th\u00e0nh c\u00e1c t\u00e1c v\u1ee5 c\u00f3 th\u1ec3 ki\u1ec3m ch\u1ee9ng v\u00e0 t\u00e1i c\u1ea5u tr\u00fac t\u00e0i li\u1ec7u cho AI. AWS chuy\u1ec3n giao tr\u1ef1c ti\u1ebfp kinh nghi\u1ec7m n\u00e0y trong qu\u00e1 tr\u00ecnh h\u1ee3p t\u00e1c, r\u00fat ng\u1eafn giai \u0111o\u1ea1n h\u1ecdc h\u1ecfi.<\/li>\n<li><strong>Quy tr\u00ecnh l\u00e0m vi\u1ec7c l\u00e0 h\u1eb1ng s\u1ed1, c\u00f4ng c\u1ee5 ch\u1ec9 l\u00e0 ph\u01b0\u01a1ng ti\u1ec7n:<\/strong> AWS s\u1eed d\u1ee5ng Kiro, Amazon Bedrock AgentCore v\u00e0 Strands, nh\u01b0ng kh\u00f4ng ph\u1ea3i b\u1ed9 c\u00f4ng c\u1ee5 n\u00e0y t\u1ea1o ra s\u1ef1 gia t\u0103ng n\u0103ng su\u1ea5t. C\u00f4ng c\u1ee5 ch\u1ec9 ph\u00e1t huy t\u00e1c d\u1ee5ng khi quy tr\u00ecnh l\u00e0m vi\u1ec7c \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf l\u1ea1i xoay quanh ch\u00fang.<\/li>\n<li><strong>H\u01b0\u1edbng t\u1edbi k\u1ebft qu\u1ea3:<\/strong> T\u01b0 v\u1ea5n truy\u1ec1n th\u1ed1ng t\u00ednh ph\u00ed theo th\u1eddi gian v\u00e0 v\u1eadt li\u1ec7u, khuy\u1ebfn kh\u00edch k\u00e9o d\u00e0i th\u1eddi gian h\u01a1n l\u00e0 t\u1ea1o ra t\u00e1c \u0111\u1ed9ng. AWS \u0111\u00e3 chuy\u1ec3n sang c\u00e1c h\u1ee3p \u0111\u1ed3ng gi\u00e1 c\u1ed1 \u0111\u1ecbnh g\u1eafn li\u1ec1n v\u1edbi k\u1ebft qu\u1ea3 kinh doanh \u0111\u01b0\u1ee3c tri\u1ec3n khai th\u1ef1c t\u1ebf.<\/li>\n<\/ul>\n<h2>K\u1ebft qu\u1ea3 th\u1ef1c t\u1ebf<\/h2>\n<blockquote><p>Ch\u00fang t\u00f4i \u0111\u00e3 \u00e1p d\u1ee5ng ch\u1ee9c n\u0103ng Region Switch m\u1edbi c\u1ee7a Amazon Application Recovery Controller (ARC) \u0111\u1ec3 h\u1ee3p l\u00fd h\u00f3a ph\u01b0\u01a1ng ph\u00e1p ph\u1ee5c h\u1ed3i \u0111a v\u00f9ng c\u1ee7a m\u00ecnh. Kiro c\u00f9ng v\u1edbi AWS Professional Services Delivery Agent \u0111\u00e3 r\u00fat ng\u1eafn h\u00e0ng tu\u1ea7n t\u1ea1o backlog xu\u1ed1ng c\u00f2n v\u00e0i gi\u1edd, t\u0103ng t\u1ed1c \u0111\u1ed9 ph\u00e2n ph\u1ed1i m\u00e3 ngu\u1ed3n l\u00ean 60% v\u00e0 \u0111\u1ea3m b\u1ea3o ch\u1ea5t l\u01b0\u1ee3ng nh\u1ea5t qu\u00e1n tr\u00ean m\u1ecdi s\u1ea3n ph\u1ea9m. \u0110i\u1ec1u n\u00e0y gi\u00fap ch\u00fang t\u00f4i t\u1ef1 tin h\u01a1n v\u00e0o t\u1ed1c \u0111\u1ed9 v\u00e0 \u0111\u1ed9 tin c\u1eady m\u00e0 ph\u01b0\u01a1ng ph\u00e1p n\u00e0y mang l\u1ea1i cho kh\u00e1ch h\u00e0ng c\u1ee7a m\u00ecnh.<br \/>\n\u2013 <strong>Matt McKeever<\/strong>, CTO Infrastructure &amp; Operations, LexisNexis Legal &amp; Professional<\/p><\/blockquote>\n<h2>B\u1eaft \u0111\u1ea7u nh\u01b0 th\u1ebf n\u00e0o?<\/h2>\n<p>Kh\u00e1ch h\u00e0ng c\u00f3 th\u1ec3 b\u1eaft \u0111\u1ea7u h\u00e0nh tr\u00ecnh n\u00e0y th\u00f4ng qua hai h\u00ecnh th\u1ee9c:<\/p>\n<ul>\n<li><strong>Workshop th\u1ef1c h\u00e0nh:<\/strong> C\u00e1c Ki\u1ebfn tr\u00fac s\u01b0 Gi\u1ea3i ph\u00e1p c\u1ee7a AWS t\u1ed5 ch\u1ee9c c\u00e1c workshop AI-DLC k\u00e9o d\u00e0i t\u1eeb hai \u0111\u1ebfn n\u0103m ng\u00e0y, tr\u00ecnh di\u1ec5n ph\u00e1t tri\u1ec3n AI-native tr\u00ean ch\u00ednh h\u1ec7 th\u1ed1ng c\u1ee7a b\u1ea1n.<\/li>\n<li><strong>D\u1ef1 \u00e1n tri\u1ec3n khai th\u1ef1c t\u1ebf:<\/strong> Khi b\u1ea1n s\u1eb5n s\u00e0ng \u0111\u01b0a c\u00e1c tr\u01b0\u1eddng h\u1ee3p s\u1eed d\u1ee5ng kinh doanh v\u00e0o s\u1ea3n xu\u1ea5t, AWS ProServe s\u1ebd tham gia. C\u00e1c chuy\u00ean gia t\u01b0 v\u1ea5n v\u00e0 Delivery Agent s\u1ebd l\u00e0m vi\u1ec7c c\u00f9ng \u0111\u1ed9i ng\u0169 c\u1ee7a b\u1ea1n \u0111\u1ec3 mang l\u1ea1i k\u1ebft qu\u1ea3 th\u1ef1c t\u1ebf, \u0111\u1ed3ng th\u1eddi x\u00e2y d\u1ef1ng n\u0103ng l\u1ef1c n\u1ed9i b\u1ed9 \u0111\u1ec3 duy tr\u00ec v\u00e0 m\u1edf r\u1ed9ng quy tr\u00ecnh.<\/li>\n<\/ul>\n<blockquote><p>C\u00e1c Ki\u1ebfn tr\u00fac s\u01b0 Gi\u1ea3i ph\u00e1p c\u1ee7a ch\u00fang t\u00f4i \u0111\u00e3 \u0111i \u0111\u1ea7u trong qu\u00e1 tr\u00ecnh chuy\u1ec3n \u0111\u1ed5i n\u00e0y, l\u00e0m vi\u1ec7c tr\u1ef1c ti\u1ebfp v\u1edbi kh\u00e1ch h\u00e0ng trong c\u00e1c workshop AI-DLC \u0111\u1ec3 t\u00e1i \u0111\u1ecbnh h\u00ecnh c\u00e1ch h\u1ecd x\u00e2y d\u1ef1ng ph\u1ea7n m\u1ec1m. M\u1ed9t khi c\u00e1c \u0111\u1ed9i ng\u0169 tr\u1ea3i nghi\u1ec7m ph\u00e1t tri\u1ec3n AI-native, h\u1ecd kh\u00f4ng mu\u1ed1n quay l\u1ea1i c\u00e1ch l\u00e0m c\u0169. AWS Professional Services s\u1ebd ti\u1ebfp nh\u1eadn \u0111\u1ed9ng l\u1ef1c \u0111\u00f3 v\u00e0 v\u1eadn h\u00e0nh n\u00f3 \u1edf quy m\u00f4 l\u1edbn.<br \/>\n\u2013 <strong>Shaown Nandi<\/strong>, Vice President, Technology, AWS<\/p><\/blockquote>\n<p>Nhi\u1ec1u t\u1ed5 ch\u1ee9c \u0111\u00e3 s\u1eb5n s\u00e0ng \u0111\u1ec3 hi\u1ec7n th\u1ef1c h\u00f3a c\u00e1c k\u1ebft qu\u1ea3 kinh doanh v\u00e0 c\u00e1c \u0111\u1ed9i ng\u0169 k\u1ef9 thu\u1eadt c\u1ee7a h\u1ecd c\u0169ng s\u1eb5n s\u00e0ng l\u00e0m vi\u1ec7c theo c\u00e1ch kh\u00e1c. Con \u0111\u01b0\u1eddng kh\u00f4ng ph\u1ea3i l\u00e0 th\u1eed nghi\u1ec7m nhi\u1ec1u h\u01a1n, m\u00e0 l\u00e0 th\u1ef1c thi m\u1ed9t c\u00e1ch cam k\u1ebft v\u1edbi m\u1ed9t \u0111\u1ed9i ng\u0169 \u0111\u00e3 ch\u1ee9ng minh \u0111\u01b0\u1ee3c ph\u01b0\u01a1ng ph\u00e1p n\u00e0y tr\u00ean ch\u00ednh c\u00e1c workload c\u1ee7a m\u00ecnh.<\/p>","protected":false},"excerpt":{"rendered":"<p>\u0110\u1ed9i ng\u0169 AWS Professional Services (ProServe) \u0111\u00e3 th\u00e0nh c\u00f4ng r\u00fat ng\u1eafn th\u1eddi gian tri\u1ec3n khai c\u00e1c d\u1ef1 \u00e1n t\u1eeb v\u00e0i th\u00e1ng xu\u1ed1ng ch\u1ec9 c\u00f2n v\u00e0i ng\u00e0y. Th\u00e0nh t\u1ef1u n\u00e0y kh\u00f4ng \u0111\u1ebfn t\u1eeb vi\u1ec7c th\u00eam c\u00e1c c\u00f4ng c\u1ee5 AI v\u00e0o quy tr\u00ecnh hi\u1ec7n c\u00f3, m\u00e0 b\u1eb1ng c\u00e1ch t\u00e1i c\u1ea5u tr\u00fac l\u1ea1i to\u00e0n b\u1ed9 ph\u01b0\u01a1ng th\u1ee9c l\u00e0m&#8230;<\/p>","protected":false},"author":22,"featured_media":66777,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[1],"tags":[],"class_list":["post-66780","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ctelers-blogs"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.9 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>AWS ProServe \u1ee9ng d\u1ee5ng AI Agent, r\u00fat ng\u1eafn d\u1ef1 \u00e1n t\u1eeb th\u00e1ng xu\u1ed1ng ng\u00e0y | CMC Telecom<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/aws.cmctelecom.vn\/en\/2026\/07\/03\/aws-proserve-ung-dung-ai-agent-rut-ngan-du-an-tu-thang-xuong-ngay\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"AWS ProServe \u1ee9ng d\u1ee5ng AI Agent, r\u00fat ng\u1eafn d\u1ef1 \u00e1n t\u1eeb th\u00e1ng xu\u1ed1ng ng\u00e0y | CMC Telecom\" \/>\n<meta property=\"og:description\" content=\"\u0110\u1ed9i ng\u0169 AWS Professional Services (ProServe) \u0111\u00e3 th\u00e0nh c\u00f4ng r\u00fat ng\u1eafn th\u1eddi gian tri\u1ec3n khai c\u00e1c d\u1ef1 \u00e1n t\u1eeb v\u00e0i th\u00e1ng xu\u1ed1ng ch\u1ec9 c\u00f2n v\u00e0i ng\u00e0y. 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