{"id":67027,"date":"2026-07-21T09:14:11","date_gmt":"2026-07-21T02:14:11","guid":{"rendered":"https:\/\/aws.cmctelecom.vn\/2026\/07\/21\/tradeshift-giam-40-tco-va-tang-toc-query-30-lan-nho-amazon-quick\/"},"modified":"2026-07-22T08:32:16","modified_gmt":"2026-07-22T01:32:16","slug":"tradeshift-giam-40-tco-va-tang-toc-query-30-lan-nho-amazon-quick","status":"publish","type":"post","link":"https:\/\/aws.cmctelecom.vn\/en\/2026\/07\/21\/tradeshift-giam-40-tco-va-tang-toc-query-30-lan-nho-amazon-quick\/","title":{"rendered":"Tradeshift gi\u1ea3m 40% TCO v\u00e0 t\u0103ng t\u1ed1c query 30 l\u1ea7n nh\u1edd Amazon Quick"},"content":{"rendered":"<p>Tradeshift, n\u1ec1n t\u1ea3ng t\u1ef1 \u0111\u1ed9ng h\u00f3a k\u1ebf to\u00e1n ph\u1ea3i tr\u1ea3 (AP) v\u00e0 h\u00f3a \u0111\u01a1n \u0111i\u1ec7n t\u1eed, \u0111\u00e3 thay th\u1ebf c\u00f4ng c\u1ee5 Business Intelligence (BI) n\u1ed9i b\u1ed9 b\u1eb1ng Amazon Quick, m\u1ed9t kh\u00f4ng gian l\u00e0m vi\u1ec7c AI th\u1ebf h\u1ec7 m\u1edbi c\u1ee7a AWS. \u0110\u1ed9ng th\u00e1i n\u00e0y gi\u00fap Tradeshift t\u0103ng t\u1ed1c \u0111\u1ed9 ph\u1ea3n h\u1ed3i truy v\u1ea5n nhanh h\u01a1n t\u1edbi 30 l\u1ea7n, gi\u1ea3m 40% t\u1ed5ng chi ph\u00ed s\u1edf h\u1eefu (TCO), v\u00e0 bi\u1ebfn ph\u00e2n t\u00edch d\u1eef li\u1ec7u nh\u00fang th\u00e0nh m\u1ed9t s\u1ea3n ph\u1ea9m t\u1ea1o ra doanh thu.<\/p>\n<h2>Nh\u1eefng h\u1ea1n ch\u1ebf c\u1ee7a c\u00f4ng c\u1ee5 ph\u00e2n t\u00edch c\u0169<\/h2>\n<p>Trong nhi\u1ec1u n\u0103m, Tradeshift \u0111\u00e3 d\u1ef1a v\u00e0o m\u1ed9t c\u00f4ng c\u1ee5 BI t\u1ef1 ph\u00e1t tri\u1ec3n. M\u1eb7c d\u00f9 \u0111\u00e1p \u1ee9ng nhu c\u1ea7u b\u00e1o c\u00e1o c\u01a1 b\u1ea3n trong giai \u0111o\u1ea1n \u0111\u1ea7u, c\u00f4ng c\u1ee5 n\u00e0y d\u1ea7n tr\u1edf n\u00ean qu\u00e1 t\u1ea3i khi kh\u1ed1i l\u01b0\u1ee3ng d\u1eef li\u1ec7u v\u00e0 k\u1ef3 v\u1ecdng c\u1ee7a kh\u00e1ch h\u00e0ng t\u0103ng l\u00ean. Vi\u1ec7c b\u1ea3o tr\u00ec \u0111\u00e3 ti\u00eau t\u1ed1n kho\u1ea3ng 50% th\u1eddi gian c\u1ee7a m\u1ed9t nh\u00e2n vi\u00ean to\u00e0n th\u1eddi gian, l\u00e0m l\u00e3ng ph\u00ed ngu\u1ed3n l\u1ef1c k\u1ef9 thu\u1eadt. C\u00f4ng c\u1ee5 n\u00e0y b\u1ecb gi\u1edbi h\u1ea1n \u1edf 10.000 h\u00e0ng cho m\u1ed7i truy v\u1ea5n, dung l\u01b0\u1ee3ng b\u00e1o c\u00e1o theo l\u1ecbch tr\u00ecnh kh\u00f4ng qu\u00e1 25 MB v\u00e0 ch\u1ec9 l\u01b0u gi\u1eef d\u1eef li\u1ec7u l\u1ecbch s\u1eed trong 6 th\u00e1ng. Nh\u1eefng h\u1ea1n ch\u1ebf n\u00e0y khi\u1ebfn vi\u1ec7c ph\u00e2n t\u00edch xu h\u01b0\u1edbng quy m\u00f4 l\u1edbn, ph\u00e1t hi\u1ec7n b\u1ea5t th\u01b0\u1eddng hay l\u1eadp m\u00f4 h\u00ecnh d\u1ef1 \u0111o\u00e1n l\u00e0 kh\u00f4ng th\u1ec3.<\/p>\n<p>C\u00e1c nh\u00f3m Kinh doanh, Ph\u00e2n t\u00edch D\u1eef li\u1ec7u v\u00e0 Th\u00e0nh c\u00f4ng Kh\u00e1ch h\u00e0ng \u0111\u00e3 ph\u1ea3i d\u00e0nh h\u00e0ng gi\u1edd m\u1ed7i tu\u1ea7n cho c\u00e1c c\u00f4ng vi\u1ec7c th\u1ee7 c\u00f4ng nh\u01b0 xu\u1ea5t file CSV, ch\u1ea1y macro Excel v\u00e0 t\u1ed5ng h\u1ee3p b\u00e1o c\u00e1o. Kh\u00e1ch h\u00e0ng b\u00ean ngo\u00e0i kh\u00f4ng c\u00f3 c\u00e1ch n\u00e0o t\u1ef1 ph\u1ee5c v\u1ee5 nhu c\u1ea7u ph\u00e2n t\u00edch s\u00e2u h\u01a1n v\u1ec1 quy tr\u00ecnh AP c\u1ee7a h\u1ecd. Nh\u1eefng th\u00e1ch th\u1ee9c n\u00e0y \u0111\u00f2i h\u1ecfi m\u1ed9t gi\u1ea3i ph\u00e1p m\u00e0 ch\u1ec9 <em>agentic AI<\/em> (AI c\u00f3 kh\u1ea3 n\u0103ng t\u1ef1 ch\u1ee7 l\u1eadp k\u1ebf ho\u1ea1ch v\u00e0 h\u00e0nh \u0111\u1ed9ng) m\u1edbi c\u00f3 th\u1ec3 gi\u1ea3i quy\u1ebft.<\/p>\n<p>Tradeshift c\u1ea7n hai kh\u1ea3 n\u0103ng ch\u00ednh:<\/p>\n<ol>\n<li><strong>T\u1ef1 \u0111\u1ed9ng h\u00f3a quy tr\u00ecnh l\u00e0m vi\u1ec7c:<\/strong> L\u00ean l\u1ecbch l\u00e0m m\u1edbi dataset, k\u00edch ho\u1ea1t ph\u00e2n ph\u1ed1i b\u00e1o c\u00e1o v\u00e0 \u0111i\u1ec1u ph\u1ed1i c\u00e1c t\u00e1c v\u1ee5 ph\u00e2n t\u00edch \u0111\u1ecbnh k\u1ef3 m\u00e0 kh\u00f4ng c\u1ea7n can thi\u1ec7p th\u1ee7 c\u00f4ng. \u0110i\u1ec1u n\u00e0y \u0111\u00e3 \u0111\u01b0\u1ee3c th\u1ef1c hi\u1ec7n th\u00f4ng qua <a href=\"https:\/\/aws.amazon.com\/quick\/flows\/\">Amazon Quick Flows<\/a> v\u00e0 c\u00f4ng c\u1ee5 nghi\u00ean c\u1ee9u s\u00e2u <a href=\"https:\/\/aws.amazon.com\/quick\/research\/\">Amazon Quick Research<\/a>.<\/li>\n<li><strong>Giao di\u1ec7n tr\u00f2 chuy\u1ec7n:<\/strong> M\u1ed9t chat agent c\u00f3 th\u1ec3 di\u1ec5n gi\u1ea3i c\u00e1c truy v\u1ea5n b\u1eb1ng ng\u00f4n ng\u1eef t\u1ef1 nhi\u00ean v\u00e0 truy xu\u1ea5t d\u1eef li\u1ec7u v\u1eadn h\u00e0nh ngay l\u1eadp t\u1ee9c, lo\u1ea1i b\u1ecf s\u1ef1 ph\u1ee5 thu\u1ed9c v\u00e0o c\u00e1c nh\u00f3m BI. \u0110i\u1ec1u n\u00e0y \u0111\u00e3 \u0111\u1ea1t \u0111\u01b0\u1ee3c b\u1eb1ng c\u00e1ch x\u00e2y d\u1ef1ng chat agent AP Auditor d\u1ef1a tr\u00ean <a href=\"https:\/\/aws.amazon.com\/quick\/chat-agents\/\">Quick chat agent<\/a>.<\/li>\n<\/ol>\n<p>Sau khi \u0111\u00e1nh gi\u00e1 nhi\u1ec1u l\u1ef1a ch\u1ecdn thay th\u1ebf, Tradeshift \u0111\u00e3 ch\u1ecdn Amazon Quick v\u00ec \u0111\u00e2y l\u00e0 gi\u1ea3i ph\u00e1p duy nh\u1ea5t cung c\u1ea5p kh\u1ea3 n\u0103ng m\u1edf r\u1ed9ng cho c\u00e1c dataset l\u1edbn, truy c\u1eadp nh\u00fang \u0111a thi\u1ebft b\u1ecb, truy v\u1ea5n b\u1eb1ng ng\u00f4n ng\u1eef t\u1ef1 nhi\u00ean v\u00e0 c\u00e1c t\u00ednh n\u0103ng agentic AI m\u1ea1nh m\u1ebd.<\/p>\n<h2>X\u00e2y d\u1ef1ng s\u1ea3n ph\u1ea9m ph\u00e2n t\u00edch nh\u00fang tr\u00ean Amazon Quick<\/h2>\n<p>Tradeshift \u0111\u00e3 tri\u1ec3n khai gi\u1ea3i ph\u00e1p theo t\u1eebng giai \u0111o\u1ea1n: b\u1eaft \u0111\u1ea7u v\u1edbi m\u1ed9t b\u1ea3n th\u1eed nghi\u1ec7m (Proof of Concept) v\u00e0o \u0111\u1ea7u n\u0103m 2024, ph\u00e1t tri\u1ec3n s\u1ea3n ph\u1ea9m kh\u1ea3 d\u1ee5ng t\u1ed1i thi\u1ec3u (MVP) t\u1eeb th\u00e1ng 8\/2024 \u0111\u1ebfn th\u00e1ng 3\/2025, v\u00e0 ra m\u1eaft \u1ee9ng d\u1ee5ng B\u00e1o c\u00e1o &amp; Ph\u00e2n t\u00edch \u0111\u1ea7y \u0111\u1ee7 v\u00e0o th\u00e1ng 6\/2025. \u0110\u1ebfn th\u00e1ng 8\/2025, Amazon Quick c\u0169ng \u0111\u00e3 thay th\u1ebf ho\u00e0n to\u00e0n c\u00f4ng c\u1ee5 BI n\u1ed9i b\u1ed9, \u0111\u1ea1t t\u1ef7 l\u1ec7 s\u1eed d\u1ee5ng 98% trong to\u00e0n t\u1ed5 ch\u1ee9c.<\/p>\n<p>Ki\u1ebfn tr\u00fac n\u00e0y ph\u1ee5c v\u1ee5 ba l\u1edbp kh\u1ea3 n\u0103ng ph\u00e2n t\u00edch:<\/p>\n<ul>\n<li><strong>L\u1edbp 1: Dashboard BI nh\u00fang:<\/strong> 16 dashboard <a href=\"https:\/\/aws.amazon.com\/quick\/quicksight\/\">Amazon QuickSight<\/a> \u0111\u01b0\u1ee3c nh\u00fang qua iFrame an to\u00e0n, bao ph\u1ee7 9 l\u0129nh v\u1ef1c t\u1eeb h\u00f3a \u0111\u01a1n, \u0111\u01a1n \u0111\u1eb7t h\u00e0ng \u0111\u1ebfn ph\u00e1t hi\u1ec7n b\u1ea5t th\u01b0\u1eddng. C\u00e1c dashboard n\u00e0y x\u1eed l\u00fd t\u1eeb m\u1ed9t tri\u1ec7u \u0111\u1ebfn h\u00e0ng tr\u0103m tri\u1ec7u b\u1ea3n ghi giao d\u1ecbch v\u00e0 tr\u1ea3 k\u1ebft qu\u1ea3 d\u01b0\u1edbi 3 gi\u00e2y, so v\u1edbi 45-90 gi\u00e2y c\u1ee7a c\u00f4ng c\u1ee5 c\u0169.<\/li>\n<li><strong>L\u1edbp 2: Giao di\u1ec7n AI h\u1ed9i tho\u1ea1i:<\/strong> Ng\u01b0\u1eddi d\u00f9ng c\u00f3 th\u1ec3 \u0111\u1eb7t c\u00e2u h\u1ecfi b\u1eb1ng ng\u00f4n ng\u1eef t\u1ef1 nhi\u00ean m\u00e0 kh\u00f4ng c\u1ea7n ki\u1ebfn th\u1ee9c SQL v\u00e0 nh\u1eadn \u0111\u01b0\u1ee3c ph\u1ea3n h\u1ed3i tr\u1ef1c quan ngay l\u1eadp t\u1ee9c.<\/li>\n<li><strong>L\u1edbp 3: Ph\u00e2n c\u1ea5p quy\u1ec1n t\u1ef1 ch\u1ee7 d\u1eef li\u1ec7u:<\/strong> G\u00f3i Standard cung c\u1ea5p c\u00e1c dashboard d\u1ef1ng s\u1eb5n, trong khi g\u00f3i Premium bao g\u1ed3m ch\u1ebf \u0111\u1ed9 Designer Mode, t\u1ea1o dashboard t\u00f9y ch\u1ec9nh, l\u1eadp m\u00f4 h\u00ecnh What-If v\u00e0 quy\u1ec1n truy c\u1eadp v\u00e0o c\u00e1c kh\u1ea3 n\u0103ng agentic AI.<\/li>\n<\/ul>\n<p>B\u1ea3o m\u1eadt \u0111\u01b0\u1ee3c tri\u1ec3n khai qua b\u1ed1n l\u1edbp: x\u00e1c th\u1ef1c ng\u01b0\u1eddi d\u00f9ng qua Okta SSO, c\u00f4 l\u1eadp t\u1eebng kh\u00e1ch h\u00e0ng b\u1eb1ng <a href=\"https:\/\/docs.aws.amazon.com\/quick\/latest\/userguide\/namespaces.html\">Amazon Quick custom namespaces<\/a>, nh\u00fang an to\u00e0n qua URL c\u00f3 ch\u1eef k\u00fd, v\u00e0 <em>row-level security<\/em> (b\u1ea3o m\u1eadt c\u1ea5p \u0111\u1ed9 h\u00e0ng) v\u1edbi kho\u1ea3ng 14.000 quy t\u1eafc \u0111\u1ec3 l\u1ecdc d\u1eef li\u1ec7u theo ng\u1eef c\u1ea3nh c\u1ee7a t\u1eebng ng\u01b0\u1eddi d\u00f9ng.<\/p>\n<p>S\u01a1 \u0111\u1ed3 sau minh h\u1ecda ki\u1ebfn tr\u00fac dashboard nh\u00fang c\u1ee7a Tradeshift tr\u00ean Amazon QuickSight.<\/p>\n<figure class=\"wp-block-image size-full aligncenter\" style=\"text-align:center;margin:1.5em 0;\">\n<img decoding=\"async\" data-src=\"https:\/\/aws.cmctelecom.vn\/wp-content\/uploads\/2026\/07\/c7bb289910-scaled.png\" alt=\"S\u01a1 \u0111\u1ed3 ki\u1ebfn tr\u00fac ph\u00e2n t\u00edch nh\u00fang c\u1ee7a Tradeshift v\u1edbi Amazon Quick v\u00e0 QuickSight\" style=\"--smush-placeholder-width: 2560px; --smush-placeholder-aspect-ratio: 2560\/1935;border-radius:8px;border:1px solid #e5e7eb;max-width:100%;max-height:none;width:auto;height:auto;display:inline-block;\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" class=\"lazyload\"><br \/>\n<\/figure>\n<h2>K\u1ebft qu\u1ea3 kinh doanh \u0111o l\u01b0\u1eddng \u0111\u01b0\u1ee3c<\/h2>\n<p>V\u1edbi vi\u1ec7c tri\u1ec3n khai Amazon Quick, Tradeshift \u0111\u00e3 ghi nh\u1eadn nh\u1eefng c\u1ea3i ti\u1ebfn \u0111\u00e1ng k\u1ec3:<\/p>\n<ul>\n<li><strong>Hi\u1ec7u qu\u1ea3 ho\u1ea1t \u0111\u1ed9ng:<\/strong> C\u00e1c nh\u00f3m n\u1ed9i b\u1ed9 ti\u1ebft ki\u1ec7m 8,5 gi\u1edd m\u1ed7i tu\u1ea7n nh\u1edd lo\u1ea1i b\u1ecf b\u00e1o c\u00e1o CSV th\u1ee7 c\u00f4ng. Kh\u00e1ch h\u00e0ng ti\u1ebft ki\u1ec7m 6-8 gi\u1edd m\u1ed7i tu\u1ea7n cho m\u1ed7i ng\u01b0\u1eddi d\u00f9ng. Thao t\u00e1c d\u1eef li\u1ec7u th\u1ee7 c\u00f4ng gi\u1ea3m 80%. Th\u1eddi gian x\u00e1c \u0111\u1ecbnh c\u00e1c \u0111i\u1ec3m ngh\u1ebdn v\u1eadn h\u00e0nh gi\u1ea3m t\u1eeb 1-2 ng\u00e0y xu\u1ed1ng d\u01b0\u1edbi 5 gi\u00e2y.<\/li>\n<li><strong>Ti\u1ebft ki\u1ec7m chi ph\u00ed:<\/strong> Gi\u1ea3m 40% t\u1ed5ng chi ph\u00ed s\u1edf h\u1eefu (TCO), gi\u1ea3m 35% chi ph\u00ed c\u01a1 s\u1edf h\u1ea1 t\u1ea7ng b\u1eb1ng c\u00e1ch chuy\u1ec3n c\u00e1c truy v\u1ea5n sang <a href=\"https:\/\/docs.aws.amazon.com\/quick\/latest\/userguide\/spice.html\">SPICE<\/a> (b\u1ed9 m\u00e1y d\u1eef li\u1ec7u <em>in-memory<\/em> c\u1ee7a QuickSight), v\u00e0 h\u1ee3p nh\u1ea5t 30% chi ph\u00ed b\u1ea3n quy\u1ec1n t\u1eeb c\u00e1c c\u00f4ng c\u1ee5 BI ph\u00e2n m\u1ea3nh tr\u01b0\u1edbc \u0111\u00e2y.<\/li>\n<li><strong>T\u0103ng tr\u01b0\u1edfng doanh thu:<\/strong> T\u0103ng 2% doanh thu \u0111\u1ecbnh k\u1ef3 h\u00e0ng n\u0103m (ARR) t\u1eeb c\u00e1c t\u00e0i kho\u1ea3n hi\u1ec7n c\u00f3 th\u00f4ng qua g\u00f3i b\u00e1o c\u00e1o cao c\u1ea5p. Th\u1eddi gian \u0111\u01b0a ra th\u1ecb tr\u01b0\u1eddng cho c\u00e1c b\u00e1o c\u00e1o doanh nghi\u1ec7p t\u00f9y ch\u1ec9nh c\u1ea3i thi\u1ec7n 75% (t\u1eeb 4-6 tu\u1ea7n xu\u1ed1ng c\u00f2n kho\u1ea3ng 1 tu\u1ea7n). C\u00e1c t\u00e0i kho\u1ea3n s\u1eed d\u1ee5ng ph\u00e2n t\u00edch nh\u00fang c\u00f3 t\u1ef7 l\u1ec7 gi\u1eef ch\u00e2n cao h\u01a1n 10%.<\/li>\n<li><strong>T\u1ef7 l\u1ec7 s\u1eed d\u1ee5ng:<\/strong> \u0110\u1ea1t 50% t\u1ef7 l\u1ec7 s\u1eed d\u1ee5ng h\u00e0ng th\u00e1ng trong n\u0103m \u0111\u1ea7u ti\u00ean, t\u0103ng g\u1ea5p 2 l\u1ea7n vi\u1ec7c s\u1eed d\u1ee5ng ph\u00e2n t\u00edch b\u1edfi nh\u00e2n vi\u00ean kh\u00f4ng chuy\u00ean v\u1ec1 k\u1ef9 thu\u1eadt v\u00e0 gi\u1ea3m 80% c\u00e1c y\u00eau c\u1ea7u h\u1ed7 tr\u1ee3 li\u00ean quan \u0111\u1ebfn ph\u00e2n t\u00edch.<\/li>\n<\/ul>\n<h2>Gi\u1ea3i quy\u1ebft b\u00e0i to\u00e1n th\u1ef1c t\u1ebf c\u1ee7a kh\u00e1ch h\u00e0ng v\u1edbi Amazon Quick<\/h2>\n<p>M\u1ed9t trong nh\u1eefng \u1ee9ng d\u1ee5ng n\u1ed5i b\u1eadt l\u00e0 <strong>AP Auditor<\/strong>, m\u1ed9t chat agent \u0111\u01b0\u1ee3c x\u00e2y d\u1ef1ng b\u1eb1ng AI t\u1ea1o sinh. Tr\u01b0\u1edbc \u0111\u00e2y, c\u00e1c ki\u1ec3m to\u00e1n vi\u00ean AP ph\u1ea3i ch\u1edd \u0111\u1ee3i nh\u00f3m BI ho\u1eb7c k\u1ef9 thu\u1eadt \u0111\u1ec3 c\u00f3 \u0111\u01b0\u1ee3c d\u1eef li\u1ec7u. Gi\u1edd \u0111\u00e2y, h\u1ecd c\u00f3 th\u1ec3 t\u1ef1 h\u1ecfi c\u00e1c c\u00e2u h\u1ecfi nh\u01b0 &#8220;Hi\u1ec3n th\u1ecb c\u00e1c h\u00f3a \u0111\u01a1n \u0111ang ch\u1edd x\u1eed l\u00fd t\u1eeb th\u00e1ng tr\u01b0\u1edbc&#8221; v\u00e0 nh\u1eadn \u0111\u01b0\u1ee3c c\u00e2u tr\u1ea3 l\u1eddi ch\u00ednh x\u00e1c ngay l\u1eadp t\u1ee9c. Agent n\u00e0y \u0111\u01b0\u1ee3c k\u1ebft n\u1ed1i v\u1edbi m\u1ed9t <a href=\"https:\/\/docs.aws.amazon.com\/quick\/latest\/userguide\/knowledge-base-integrations.html\">knowledge base<\/a> chuy\u00ean d\u1ee5ng, \u0111\u1ea3m b\u1ea3o m\u1ecdi ph\u1ea3n h\u1ed3i \u0111\u1ec1u d\u1ef1a tr\u00ean d\u1eef li\u1ec7u \u0111\u00e3 \u0111\u01b0\u1ee3c c\u1ea5p ph\u00e9p.<\/p>\n<p>M\u1ed9t tr\u01b0\u1eddng h\u1ee3p kh\u00e1c l\u00e0 kh\u1ea3 n\u0103ng x\u1eed l\u00fd c\u00e1c workload BI kh\u1ed1i l\u01b0\u1ee3ng l\u1edbn. M\u1ed9t kh\u00e1ch h\u00e0ng c\u1ea7n \u0111\u00e1nh gi\u00e1 chi ph\u00ed v\u1eadn h\u00e0nh th\u1ee7 c\u00f4ng. S\u1eed d\u1ee5ng SPICE, Tradeshift \u0111\u00e3 x\u00e2y d\u1ef1ng m\u1ed9t gi\u1ea3i ph\u00e1p b\u00e1o c\u00e1o x\u1eed l\u00fd l\u01b0\u1ee3ng l\u1edbn d\u1eef li\u1ec7u \u1edf t\u1ed1c \u0111\u1ed9 cao, gi\u00fap kh\u00e1ch h\u00e0ng c\u00f3 c\u00e1i nh\u00ecn g\u1ea7n nh\u01b0 th\u1eddi gian th\u1ef1c v\u1ec1 ho\u1ea1t \u0111\u1ed9ng v\u00e0 nhanh ch\u00f3ng ph\u00e1t hi\u1ec7n c\u00e1c \u0111i\u1ec3m ngh\u1ebdn.<\/p>\n<h2>L\u1ed9 tr\u00ecnh ph\u00e1t tri\u1ec3n trong t\u01b0\u01a1ng lai<\/h2>\n<p>L\u1ed9 tr\u00ecnh c\u1ee7a Tradeshift t\u1eadp trung v\u00e0o ba \u01b0u ti\u00ean:<\/p>\n<ol>\n<li>Cho ph\u00e9p c\u00e1c agent th\u1ef1c hi\u1ec7n h\u00e0nh \u0111\u1ed9ng (ghi d\u1eef li\u1ec7u) thay v\u00ec ch\u1ec9 \u0111\u1ecdc v\u00e0 ph\u00e2n t\u00edch.<\/li>\n<li>Nh\u00fang m\u1ed9t chat agent chung v\u00e0o g\u00f3i Standard, cung c\u1ea5p agentic AI cho m\u1ecdi ng\u01b0\u1eddi d\u00f9ng.<\/li>\n<li>M\u1edf r\u1ed9ng \u1ee9ng d\u1ee5ng B\u00e1o c\u00e1o &amp; Ph\u00e2n t\u00edch cho ng\u01b0\u1eddi d\u00f9ng l\u00e0 nh\u00e0 cung c\u1ea5p (seller), mang l\u1ea1i gi\u00e1 tr\u1ecb cho c\u1ea3 hai b\u00ean c\u1ee7a th\u1ecb tr\u01b0\u1eddng.<\/li>\n<\/ol>\n<figure class=\"wp-block-image size-large aligncenter\" style=\"text-align:center;margin:1.5em 0;\">\n<img decoding=\"async\" data-src=\"https:\/\/aws.cmctelecom.vn\/wp-content\/uploads\/2026\/07\/abdde76b18.png\" alt=\"L\u1ed9 tr\u00ecnh ph\u00e1t tri\u1ec3n c\u1ee7a Tradeshift t\u1eeb BI truy\u1ec1n th\u1ed1ng sang Agentic AI v\u1edbi Amazon Quick\" style=\"--smush-placeholder-width: 1538px; --smush-placeholder-aspect-ratio: 1538\/1595;border-radius:8px;border:1px solid #e5e7eb;max-width:100%;max-height:560px;width:auto;height:auto;display:inline-block;\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" class=\"lazyload\"><br \/>\n<\/figure>\n<h2>T\u1eeb trung t\u00e2m chi ph\u00ed \u0111\u1ebfn ngu\u1ed3n t\u1ea1o doanh thu<\/h2>\n<p>Amazon Quick v\u00e0 agentic AI \u0111\u00e3 gi\u00fap Tradeshift chuy\u1ec3n \u0111\u1ed5i ho\u1ea1t \u0111\u1ed9ng ph\u00e2n t\u00edch t\u1eeb m\u1ed9t trung t\u00e2m chi ph\u00ed th\u00e0nh m\u1ed9t s\u1ea3n ph\u1ea9m t\u1ea1o ra doanh thu. B\u1eb1ng c\u00e1ch thay th\u1ebf m\u1ed9t c\u00f4ng c\u1ee5 c\u0169 k\u1ef9 b\u1eb1ng m\u1ed9t n\u1ec1n t\u1ea3ng c\u00f3 kh\u1ea3 n\u0103ng m\u1edf r\u1ed9ng v\u00e0 \u0111\u01b0\u1ee3c h\u1ed7 tr\u1ee3 b\u1edfi AI, Tradeshift kh\u00f4ng ch\u1ec9 c\u1eaft gi\u1ea3m chi ph\u00ed v\u00e0 t\u0103ng hi\u1ec7u su\u1ea5t m\u00e0 c\u00f2n mang l\u1ea1i tr\u1ea3i nghi\u1ec7m ph\u00e2n t\u00edch t\u1ef1 ph\u1ee5c v\u1ee5 m\u00e0 c\u1ea3 kh\u00e1ch h\u00e0ng v\u00e0 nh\u00e2n vi\u00ean n\u1ed9i b\u1ed9 \u0111\u1ec1u y\u00eau th\u00edch s\u1eed d\u1ee5ng h\u00e0ng ng\u00e0y. \u0110\u1ed1i v\u1edbi c\u00e1c doanh nghi\u1ec7p \u0111ang qu\u1ea3n l\u00fd c\u00e1c quy tr\u00ecnh AP ph\u1ee9c t\u1ea1p, kh\u1ea3 n\u0103ng \u0111\u1eb7t c\u00e2u h\u1ecfi b\u1eb1ng ng\u00f4n ng\u1eef t\u1ef1 nhi\u00ean v\u00e0 nh\u1eadn \u0111\u01b0\u1ee3c c\u00e2u tr\u1ea3 l\u1eddi ch\u00ednh x\u00e1c, theo ng\u1eef c\u1ea3nh ngay l\u1eadp t\u1ee9c l\u00e0 m\u1ed9t l\u1ee3i th\u1ebf c\u1ea1nh tranh l\u1edbn.<\/p>","protected":false},"excerpt":{"rendered":"<p>Tradeshift, n\u1ec1n t\u1ea3ng t\u1ef1 \u0111\u1ed9ng h\u00f3a k\u1ebf to\u00e1n ph\u1ea3i tr\u1ea3 (AP) v\u00e0 h\u00f3a \u0111\u01a1n \u0111i\u1ec7n t\u1eed, \u0111\u00e3 thay th\u1ebf c\u00f4ng c\u1ee5 Business Intelligence (BI) n\u1ed9i b\u1ed9 b\u1eb1ng Amazon Quick, m\u1ed9t kh\u00f4ng gian l\u00e0m vi\u1ec7c AI th\u1ebf h\u1ec7 m\u1edbi c\u1ee7a AWS. \u0110\u1ed9ng th\u00e1i n\u00e0y gi\u00fap Tradeshift t\u0103ng t\u1ed1c \u0111\u1ed9 ph\u1ea3n h\u1ed3i truy v\u1ea5n nhanh h\u01a1n t\u1edbi&#8230;<\/p>","protected":false},"author":22,"featured_media":67024,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[1],"tags":[],"class_list":["post-67027","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 v28.0 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Tradeshift gi\u1ea3m 40% TCO v\u00e0 t\u0103ng t\u1ed1c query 30 l\u1ea7n nh\u1edd Amazon Quick | 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\/21\/tradeshift-giam-40-tco-va-tang-toc-query-30-lan-nho-amazon-quick\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Tradeshift gi\u1ea3m 40% TCO v\u00e0 t\u0103ng t\u1ed1c query 30 l\u1ea7n nh\u1edd Amazon Quick | CMC Telecom\" \/>\n<meta property=\"og:description\" content=\"Tradeshift, n\u1ec1n t\u1ea3ng t\u1ef1 \u0111\u1ed9ng h\u00f3a k\u1ebf to\u00e1n ph\u1ea3i tr\u1ea3 (AP) v\u00e0 h\u00f3a \u0111\u01a1n \u0111i\u1ec7n t\u1eed, \u0111\u00e3 thay th\u1ebf c\u00f4ng c\u1ee5 Business 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