![\"\"](\"https:\/\/gcloudvn.com\/wp-content\/uploads\/2026\/05\/3_gemini_enterprise_agent_platform.max-2200x2200-1.jpg\")
<\/a><\/p>\n“Burns & McDonnell s\u1eed d\u1ee5ng N\u1ec1n t\u1ea3ng Agent \u0111\u1ec3 chuy\u1ec3n \u0111\u1ed5i c\u00e1ch th\u1ee9c \u00e1p d\u1ee5ng ki\u1ebfn \u200b\u200bth\u1ee9c t\u1ed5 ch\u1ee9c tr\u00ean to\u00e0n doanh nghi\u1ec7p. S\u1eed d\u1ee5ng ADK, ch\u00fang t\u00f4i \u0111ang x\u00e2y d\u1ef1ng m\u1ed9t Agent AI bi\u1ebfn d\u1eef li\u1ec7u d\u1ef1 \u00e1n h\u00e0ng th\u1eadp k\u1ef7 th\u00e0nh th\u00f4ng tin t\u00ecnh b\u00e1o c\u00f3 th\u1ec3 h\u00e0nh \u0111\u1ed9ng theo th\u1eddi gian th\u1ef1c. N\u1ec1n t\u1ea3ng Agent cho ph\u00e9p s\u1ef1 \u0111\u1ed5i m\u1edbi n\u00e0y m\u1edf r\u1ed9ng m\u1ed9t c\u00e1ch c\u00f3 tr\u00e1ch nhi\u1ec7m b\u1eb1ng c\u00e1ch k\u1ebft h\u1ee3p c\u00e1c quy t\u1eafc kinh doanh x\u00e1c \u0111\u1ecbnh v\u1edbi suy lu\u1eadn x\u00e1c su\u1ea5t \u2014 bi\u1ebfn AI th\u00e0nh m\u1ed9t kh\u1ea3 n\u0103ng v\u1eadn h\u00e0nh \u0111\u00e1ng tin c\u1eady, ch\u1ee9 kh\u00f4ng ch\u1ec9 l\u00e0 m\u1ed9t c\u00f4ng c\u1ee5 n\u0103ng su\u1ea5t. V\u1edbi N\u1ec1n t\u1ea3ng Agent, ch\u00fang t\u00f4i kh\u00f4ng ch\u1ec9 qu\u1ea3n l\u00fd ki\u1ebfn \u200b\u200bth\u1ee9c; ch\u00fang t\u00f4i \u0111ang k\u00edch ho\u1ea1t kinh nghi\u1ec7m \u0111\u1ec3 th\u00fac \u0111\u1ea9y c\u00e1c quy\u1ebft \u0111\u1ecbnh nhanh h\u01a1n, t\u1ef1 tin h\u01a1n.” \u2013 <\/span>Matt Olson, Chief Innovation Officer, Burns & McDonnell<\/b><\/p>\n\u201cColor Health s\u1eed d\u1ee5ng N\u1ec1n t\u1ea3ng Agent \u0111\u1ec3 v\u1eadn h\u00e0nh Ph\u00f2ng kh\u00e1m Ung th\u01b0 \u1ea3o c\u1ee7a ch\u00fang t\u00f4i, mang \u0111\u1ebfn d\u1ecbch v\u1ee5 ch\u0103m s\u00f3c to\u00e0n di\u1ec7n. B\u1eb1ng c\u00e1ch x\u00e2y d\u1ef1ng Tr\u1ee3 l\u00fd M\u00e0u s\u1eafc (Color Assistant) v\u1edbi B\u1ed9 c\u00f4ng c\u1ee5 ph\u00e1t tri\u1ec3n Agent (ADK) v\u00e0 m\u1edf r\u1ed9ng quy m\u00f4 th\u00f4ng qua Agent Runtime, ch\u00fang t\u00f4i \u0111ang gi\u00fap nhi\u1ec1u ph\u1ee5 n\u1eef \u0111\u01b0\u1ee3c t\u1ea7m so\u00e1t ung th\u01b0 v\u00fa. Tr\u1ee3 l\u00fd M\u00e0u s\u1eafc gi\u00fap ng\u01b0\u1eddi d\u00f9ng ki\u1ec3m tra \u0111i\u1ec1u ki\u1ec7n t\u1ea7m so\u00e1t, k\u1ebft n\u1ed1i h\u1ecd v\u1edbi c\u00e1c b\u00e1c s\u0129 l\u00e2m s\u00e0ng v\u00e0 h\u1ed7 tr\u1ee3 l\u00ean l\u1ecbch h\u1eb9n. S\u1ee9c m\u1ea1nh c\u1ee7a Agent n\u1eb1m \u1edf kh\u1ea3 n\u0103ng m\u1edf r\u1ed9ng quy m\u00f4 m\u00e0 n\u00f3 mang l\u1ea1i \u2014 gi\u00fap ch\u00fang t\u00f4i ti\u1ebfp c\u1eadn nhi\u1ec1u ng\u01b0\u1eddi h\u01a1n v\u00e0 ph\u1ea3n h\u1ed3i k\u1ecbp th\u1eddi v\u1ec1 nguy c\u01a1 v\u00e0 \u0111i\u1ec1u ki\u1ec7n t\u1ea7m so\u00e1t c\u1ee7a t\u1eebng c\u00e1 nh\u00e2n.\u201d \u2013 <\/span>Jayodita Sanghvi, PhD., Head of AI Platform, Color<\/b><\/p>\n\u201cB\u1eb1ng c\u00e1ch x\u00e2y d\u1ef1ng l\u1ea1i Tr\u1ee3 l\u00fd Xfinity c\u1ee7a Comcast v\u1edbi B\u1ed9 c\u00f4ng c\u1ee5 ph\u00e1t tri\u1ec3n Agent (ADK), ch\u00fang t\u00f4i \u0111\u00e3 v\u01b0\u1ee3t ra kh\u1ecfi t\u1ef1 \u0111\u1ed9ng h\u00f3a k\u1ecbch b\u1ea3n \u0111\u01a1n gi\u1ea3n \u0111\u1ec3 h\u01b0\u1edbng t\u1edbi tr\u00ed tu\u1ec7 t\u1ea1o sinh h\u1ed9i tho\u1ea1i, cung c\u1ea5p kh\u1ea3 n\u0103ng kh\u1eafc ph\u1ee5c s\u1ef1 c\u1ed1 v\u00e0 h\u1ed7 tr\u1ee3 t\u1ef1 ph\u1ee5c v\u1ee5 \u0111\u01b0\u1ee3c c\u00e1 nh\u00e2n h\u00f3a cho kh\u00e1ch h\u00e0ng. Agent Runtime l\u00e0 m\u1ed9t y\u1ebfu t\u1ed1 th\u00fac \u0111\u1ea9y m\u1ea1nh m\u1ebd, cho ph\u00e9p ch\u00fang t\u00f4i tri\u1ec3n khai ki\u1ebfn \u200b\u200btr\u00fac \u0111a Agent ph\u1ee9c t\u1ea1p, t\u0103ng c\u01b0\u1eddng kh\u1ea3 n\u0103ng ki\u1ec3m so\u00e1t k\u1ef9 thu\u1eadt s\u1ed1 \u0111\u1ed3ng th\u1eddi \u0111\u1ea3m b\u1ea3o c\u00e1c t\u01b0\u01a1ng t\u00e1c an to\u00e0n v\u00e0 \u1ed5n \u0111\u1ecbnh th\u00f4ng qua Gemini. Ch\u00fang t\u00f4i kh\u00f4ng ch\u1ec9 gi\u1ea3m thi\u1ec3u c\u00e1c t\u01b0\u01a1ng t\u00e1c l\u1eb7p l\u1ea1i b\u1eb1ng c\u00e1ch gi\u1ea3i quy\u1ebft v\u1ea5n \u0111\u1ec1 c\u1ee7a kh\u00e1ch h\u00e0ng ngay l\u1ea7n \u0111\u1ea7u ti\u00ean; ch\u00fang t\u00f4i \u0111ang \u0111\u1ecbnh ngh\u0129a l\u1ea1i tr\u1ea3i nghi\u1ec7m kh\u00e1ch h\u00e0ng tr\u00ean quy m\u00f4 l\u1edbn.\u201d \u2013<\/span> Rick Rioboli, Chief Technical Officer, Connectivity & Platforms, Comcast<\/b><\/p>\n\u201cGeotab s\u1eed d\u1ee5ng Agent Platform \u0111\u1ec3 nhanh ch\u00f3ng \u0111\u1ea9y m\u1ea1nh Trung t\u00e2m Xu\u1ea5t s\u1eafc v\u1ec1 AI Agent c\u1ee7a ch\u00fang t\u00f4i. B\u1ed9 c\u00f4ng c\u1ee5 ph\u00e1t tri\u1ec3n Agent (ADK) c\u1ee7a Google cung c\u1ea5p s\u1ef1 linh ho\u1ea1t \u0111\u1ec3 \u0111i\u1ec1u ph\u1ed1i nhi\u1ec1u framework kh\u00e1c nhau theo m\u1ed9t l\u1ed9 tr\u00ecnh duy nh\u1ea5t, c\u00f3 th\u1ec3 qu\u1ea3n l\u00fd \u0111\u01b0\u1ee3c \u0111\u1ec3 \u0111\u01b0a v\u00e0o s\u1ea3n xu\u1ea5t, \u0111\u1ed3ng th\u1eddi mang l\u1ea1i tr\u1ea3i nghi\u1ec7m ph\u00e1t tri\u1ec3n v\u01b0\u1ee3t tr\u1ed9i gi\u00fap t\u0103ng t\u1ed1c \u0111\u00e1ng k\u1ec3 chu k\u1ef3 x\u00e2y d\u1ef1ng-ki\u1ec3m th\u1eed-tri\u1ec3n khai c\u1ee7a ch\u00fang t\u00f4i. \u0110\u1ed1i v\u1edbi Geotab, ADK l\u00e0 n\u1ec1n t\u1ea3ng cho ph\u00e9p ch\u00fang t\u00f4i nhanh ch\u00f3ng v\u00e0 an to\u00e0n m\u1edf r\u1ed9ng quy m\u00f4 c\u00e1c gi\u1ea3i ph\u00e1p AI d\u1ef1a tr\u00ean agent tr\u00ean to\u00e0n doanh nghi\u1ec7p\u201d \u2013 Mike Branch, Ph\u00f3 Ch\u1ee7 t\u1ecbch, D\u1eef li\u1ec7u & Ph\u00e2n t\u00edch, GeoTab<\/span><\/p>\n\u201cGurunavi s\u1eed d\u1ee5ng Agent Platform \u0111\u1ec3 cung c\u1ea5p n\u0103ng l\u01b0\u1ee3ng cho ‘UMAME!’, m\u1ed9t \u1ee9ng d\u1ee5ng kh\u00e1m ph\u00e1 nh\u00e0 h\u00e0ng d\u1ef1a tr\u00ean AI t\u1eadn d\u1ee5ng Memory Bank \u0111\u1ec3 hi\u1ec3u s\u00e2u s\u1eafc ng\u1eef c\u1ea3nh ng\u01b0\u1eddi d\u00f9ng. Kh\u00f4ng gi\u1ed1ng nh\u01b0 c\u00e1c h\u1ec7 th\u1ed1ng d\u1ef1a tr\u00ean l\u1eddi nh\u1eafc th\u00f4ng th\u01b0\u1eddng, agent c\u1ee7a ch\u00fang t\u00f4i ghi nh\u1edb c\u00e1c h\u00e0nh \u0111\u1ed9ng v\u00e0 s\u1edf th\u00edch tr\u01b0\u1edbc \u0111\u00e2y c\u1ee7a ng\u01b0\u1eddi d\u00f9ng \u0111\u1ec3 ch\u1ee7 \u0111\u1ed9ng \u0111\u01b0a ra c\u00e1c l\u1ef1a ch\u1ecdn t\u1ed1t nh\u1ea5t. \u0110i\u1ec1u n\u00e0y lo\u1ea1i b\u1ecf nhu c\u1ea7u t\u00ecm ki\u1ebfm th\u1ee7 c\u00f4ng v\u00e0 t\u1ea1o ra tr\u1ea3i nghi\u1ec7m li\u1ec1n m\u1ea1ch, gi\u00fap c\u1ea3i thi\u1ec7n s\u1ef1 h\u00e0i l\u00f2ng c\u1ee7a ng\u01b0\u1eddi d\u00f9ng t\u1eeb 30% tr\u1edf l\u00ean. Ch\u00fang t\u00f4i coi ch\u1ee9c n\u0103ng ghi nh\u1edb n\u00e0y l\u00e0 m\u1ed9t t\u00ednh n\u0103ng kh\u00f4ng th\u1ec3 thi\u1ebfu cho t\u01b0\u01a1ng lai c\u1ee7a nh\u1eefng tr\u1ea3i nghi\u1ec7m \u1ea9m th\u1ef1c m\u1edbi.\u201d<\/span><\/p>\n\u00a0<\/span>\u2013 Toshiaki Iwamoto, CTO, Gurunavi<\/b><\/p>\n“T\u1ea1i L’Or\u00e9al, C\u00f4ng ngh\u1ec7 L\u00e0m \u0111\u1eb9p kh\u00f4ng ch\u1ec9 l\u00e0 m\u1ed9t ch\u1ee9c n\u0103ng h\u1ed7 tr\u1ee3 \u2014 m\u00e0 c\u00f2n l\u00e0 ch\u1ea5t x\u00fac t\u00e1c m\u1ea1nh m\u1ebd \u0111\u1ec3 t\u1ea1o ra v\u1ebb \u0111\u1eb9p lay \u0111\u1ed9ng th\u1ebf gi\u1edbi. \u0110\u1ec3 hi\u1ec7n th\u1ef1c h\u00f3a tham v\u1ecdng \u0111\u00f3, ch\u00fang t\u00f4i \u0111\u00e3 quy\u1ebft \u0111\u1ecbnh x\u00e2y d\u1ef1ng N\u1ec1n t\u1ea3ng Agent C\u00f4ng ngh\u1ec7 L\u00e0m \u0111\u1eb9p \u0111\u1ed9c quy\u1ec1n c\u1ee7a ri\u00eang m\u00ecnh, \u0111\u01b0\u1ee3c h\u1ed7 tr\u1ee3 b\u1edfi Google Cloud. B\u1eb1ng c\u00e1ch t\u1eadn d\u1ee5ng B\u1ed9 c\u00f4ng c\u1ee5 Ph\u00e1t tri\u1ec3n Agent (ADK), ch\u00fang t\u00f4i \u0111ang d\u1eabn \u0111\u1ea7u m\u1ed9t s\u1ef1 chuy\u1ec3n \u0111\u1ed5i c\u01a1 b\u1ea3n: chuy\u1ec3n t\u1eeb t\u1ef1 \u0111\u1ed9ng h\u00f3a quy tr\u00ecnh l\u00e0m vi\u1ec7c mang t\u00ednh x\u00e1c \u0111\u1ecbnh sang \u0111i\u1ec1u ph\u1ed1i Agent t\u1ef1 \u0111\u1ed9ng, h\u01b0\u1edbng \u0111\u1ebfn k\u1ebft qu\u1ea3. C\u00e1c Agent c\u1ee7a ch\u00fang t\u00f4i kh\u00f4ng b\u1ecb c\u00f4 l\u1eadp \u2014 th\u00f4ng qua Giao th\u1ee9c Ng\u1eef c\u1ea3nh M\u00f4 h\u00ecnh (MCP), ch\u00fang \u0111\u01b0\u1ee3c k\u1ebft n\u1ed1i an to\u00e0n v\u1edbi c\u00e1c ngu\u1ed3n d\u1eef li\u1ec7u duy nh\u1ea5t c\u1ee7a ch\u00fang t\u00f4i, bao g\u1ed3m N\u1ec1n t\u1ea3ng D\u1eef li\u1ec7u C\u00f4ng ngh\u1ec7 L\u00e0m \u0111\u1eb9p v\u00e0 c\u00e1c \u1ee9ng d\u1ee5ng v\u1eadn h\u00e0nh c\u1ed1t l\u00f5i. Google Cloud cung c\u1ea5p cho ch\u00fang t\u00f4i kh\u1ea3 n\u0103ng ph\u1ee5c h\u1ed3i, t\u00ednh linh ho\u1ea1t \u0111a LLM v\u00e0 khung tin c\u1eady c\u1ea5p doanh nghi\u1ec7p m\u00e0 ch\u00fang t\u00f4i c\u1ea7n \u0111\u1ec3 m\u1edf r\u1ed9ng quy m\u00f4 n\u1ec1n t\u1ea3ng n\u00e0y tr\u00ean to\u00e0n c\u1ea7u, \u0111\u1ed3ng th\u1eddi v\u1eabn gi\u1eef s\u1ef1 gi\u00e1m s\u00e1t c\u1ee7a con ng\u01b0\u1eddi \u1edf v\u1ecb tr\u00ed trung t\u00e2m.” \u2013<\/span> Etienne BERTIN, Group CIO, L’Or\u00e9al<\/b><\/p>\n\u201cPayhawk s\u1eed d\u1ee5ng N\u1ec1n t\u1ea3ng Agent (Agent Platform) \u0111\u1ec3 chuy\u1ec3n \u0111\u1ed5i c\u00e1c Agent AI c\u1ee7a ch\u00fang t\u00f4i t\u1eeb nh\u1eefng ng\u01b0\u1eddi th\u1ef1c thi nhi\u1ec7m v\u1ee5 \u0111\u01a1n gi\u1ea3n th\u00e0nh nh\u1eefng tr\u1ee3 l\u00fd t\u00e0i ch\u00ednh th\u1ef1c th\u1ee5. B\u1eb1ng c\u00e1ch t\u1eadn d\u1ee5ng Ng\u00e2n h\u00e0ng B\u1ed9 nh\u1edb (Memory Bank), ch\u00fang t\u00f4i \u0111\u00e3 chuy\u1ec3n t\u1eeb t\u01b0\u01a1ng t\u00e1c kh\u00f4ng l\u01b0u tr\u1ea1ng th\u00e1i sang kh\u1ea3 n\u0103ng l\u01b0u gi\u1eef ng\u1eef c\u1ea3nh d\u00e0i h\u1ea1n. C\u00e1c Agent c\u1ee7a ch\u00fang t\u00f4i gi\u1edd \u0111\u00e2y ho\u1ea1t \u0111\u1ed9ng nh\u01b0 nh\u1eefng th\u00e0nh vi\u00ean nh\u00f3m t\u1eadn t\u00e2m, t\u1ef1 \u0111\u1ed9ng ghi nh\u1edb c\u00e1c r\u00e0ng bu\u1ed9c v\u00e0 l\u1ecbch s\u1eed c\u1ee5 th\u1ec3 c\u1ee7a ng\u01b0\u1eddi d\u00f9ng. V\u00ed d\u1ee5, Agent Ki\u1ec3m so\u00e1t T\u00e0i ch\u00ednh c\u1ee7a ch\u00fang t\u00f4i hi\u1ec7n ghi nh\u1edb th\u00f3i quen t\u1ef1 \u0111\u1ed9ng g\u1eedi chi ph\u00ed c\u1ee7a ng\u01b0\u1eddi d\u00f9ng, gi\u1ea3m th\u1eddi gian g\u1eedi h\u01a1n 50%. S\u1ef1 thay \u0111\u1ed5i n\u00e0y cho ph\u00e9p c\u00e1c Agent c\u1ee7a ch\u00fang t\u00f4i d\u1ef1 \u0111o\u00e1n nhu c\u1ea7u d\u1ef1a tr\u00ean h\u00e0nh vi trong qu\u00e1 kh\u1ee9 thay v\u00ec ch\u1ec9 ph\u1ea3n \u1ee9ng v\u1edbi c\u00e1c l\u1eddi nh\u1eafc.\u201d\u2013 <\/span>Diyan Bogdanov, Principal Applied AI Engineer, Payhawk<\/b><\/p>\n“PayPal s\u1eed d\u1ee5ng N\u1ec1n t\u1ea3ng T\u00e1c nh\u00e2n(Agent Platform) \u0111\u1ec3 nhanh ch\u00f3ng x\u00e2y d\u1ef1ng v\u00e0 tri\u1ec3n khai c\u00e1c Agent v\u00e0o m\u00f4i tr\u01b0\u1eddng s\u1ea3n xu\u1ea5t. C\u1ee5 th\u1ec3, ch\u00fang t\u00f4i s\u1eed d\u1ee5ng B\u1ed9 c\u00f4ng c\u1ee5 ph\u00e1t tri\u1ec3n Agent (ADK) v\u00e0 c\u00e1c c\u00f4ng c\u1ee5 tr\u1ef1c quan \u0111\u1ec3 ki\u1ec3m tra t\u01b0\u01a1ng t\u00e1c c\u1ee7a Agent v\u00e0 qu\u1ea3n l\u00fd quy tr\u00ecnh l\u00e0m vi\u1ec7c \u0111a t\u00e1c nh\u00e2n. \u0110i\u1ec1u n\u00e0y cung c\u1ea5p kh\u1ea3 n\u0103ng hi\u1ec3n th\u1ecb t\u1eebng b\u01b0\u1edbc m\u00e0 ch\u00fang t\u00f4i c\u1ea7n \u0111\u1ec3 h\u00ecnh dung lu\u1ed3ng \u00fd \u0111\u1ecbnh v\u00e0 y\u00eau c\u1ea7u thanh to\u00e1n. Cu\u1ed1i c\u00f9ng, Giao th\u1ee9c thanh to\u00e1n Agent (AP2) tr\u00ean N\u1ec1n t\u1ea3ng Agent cung c\u1ea5p n\u1ec1n t\u1ea3ng quan tr\u1ecdng cho c\u00e1c kho\u1ea3n thanh to\u00e1n Agent \u0111\u00e1ng tin c\u1eady, gi\u00fap h\u1ec7 sinh th\u00e1i c\u1ee7a ch\u00fang t\u00f4i \u0111\u1ea9y nhanh vi\u1ec7c cung c\u1ea5p c\u00e1c tr\u1ea3i nghi\u1ec7m th\u01b0\u01a1ng m\u1ea1i d\u1ef1a tr\u00ean Agent an to\u00e0n.” \u2013 <\/span>Nitin Sharma, Principal Engineer, AI, PayPal<\/b><\/p>\n