{"id":27705,"date":"2025-10-14T09:43:56","date_gmt":"2025-10-14T02:43:56","guid":{"rendered":"https:\/\/innotech-vn.com\/?p=27705"},"modified":"2025-10-14T09:43:56","modified_gmt":"2025-10-14T02:43:56","slug":"6-buoc-trong-thiet-ke-he-thong-ai-giup-nang-cao-hieu-qua-van-hanh-doanh-nghiep","status":"publish","type":"post","link":"https:\/\/innotech-vn.com\/vi\/6-buoc-trong-thiet-ke-he-thong-ai-giup-nang-cao-hieu-qua-van-hanh-doanh-nghiep\/","title":{"rendered":"6 b\u01b0\u1edbc trong thi\u1ebft k\u1ebf h\u1ec7 th\u1ed1ng AI gi\u00fap n\u00e2ng cao hi\u1ec7u qu\u1ea3 v\u1eadn h\u00e0nh doanh nghi\u1ec7p"},"content":{"rendered":"

Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (AI) ng\u00e0y nay kh\u00f4ng c\u00f2n l\u00e0 kh\u00e1i ni\u1ec7m xa l\u1ea1 m\u00e0 \u0111\u00e3 tr\u1edf th\u00e0nh y\u1ebfu t\u1ed1 c\u1ed1t l\u00f5i trong chi\u1ebfn l\u01b0\u1ee3c chuy\u1ec3n \u0111\u1ed5i s\u1ed1 c\u1ee7a c\u00e1c doanh nghi\u1ec7p. T\u1eeb c\u00e1c t\u1eadp \u0111o\u00e0n l\u1edbn \u0111\u1ebfn doanh nghi\u1ec7p v\u1eeba v\u00e0 nh\u1ecf \u0111\u1ec1u nh\u1eadn th\u1ea5y AI l\u00e0 c\u00f4ng c\u1ee5 chi\u1ebfn l\u01b0\u1ee3c gi\u00fap n\u00e2ng cao n\u0103ng l\u1ef1c c\u1ea1nh tranh, t\u1ed1i \u01b0u quy tr\u00ecnh v\u1eadn h\u00e0nh v\u00e0 th\u00fac \u0111\u1ea9y t\u0103ng tr\u01b0\u1edfng b\u1ec1n v\u1eefng. Ch\u00ednh v\u00ec v\u1eady, vi\u1ec7c thi\u1ebft k\u1ebf m\u1ed9t h\u1ec7 th\u1ed1ng AI c\u00f3 kh\u1ea3 n\u0103ng t\u00edch h\u1ee3p linh ho\u1ea1t v\u1edbi h\u1ea1 t\u1ea7ng c\u00f4ng ngh\u1ec7 hi\u1ec7n c\u00f3 kh\u00f4ng ch\u1ec9 l\u00e0 xu h\u01b0\u1edbng, m\u00e0 c\u00f2n l\u00e0 y\u00eau c\u1ea7u c\u1ea5p thi\u1ebft n\u1ebfu doanh nghi\u1ec7p kh\u00f4ng mu\u1ed1n b\u1ecb t\u1ee5t l\u1ea1i trong k\u1ef7 nguy\u00ean s\u1ed1. B\u00e0i vi\u1ebft d\u01b0\u1edbi \u0111\u00e2y s\u1ebd gi\u1edbi thi\u1ec7u 6 b\u01b0\u1edbc quan tr\u1ecdng trong quy tr\u00ecnh thi\u1ebft k\u1ebf h\u1ec7 th\u1ed1ng AI, gi\u00fap doanh nghi\u1ec7p tri\u1ec3n khai v\u00e0 khai th\u00e1c hi\u1ec7u qu\u1ea3 ti\u1ec1m n\u0103ng c\u1ee7a c\u00f4ng ngh\u1ec7 n\u00e0y trong ho\u1ea1t \u0111\u1ed9ng th\u1ef1c ti\u1ec5n.<\/span>\u00a0<\/span><\/p>\n

\u00a0<\/span>\u00a0<\/span><\/p>\n

1. T\u1ea7m quan tr\u1ecdng c\u1ee7a thi\u1ebft k\u1ebf h\u1ec7 th\u1ed1ng AI cho ho\u1ea1t \u0111\u1ed9ng v\u1eadn h\u00e0nh t\u1ea1i doanh nghi\u1ec7p<\/span>\u00a0<\/span><\/h2>\n

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Theo t\u1edd <\/span>Harvard Business Review<\/span><\/a> (2023), c\u00f3 \u0111\u1ebfn 85% nh\u00e0 l\u00e3nh \u0111\u1ea1o doanh nghi\u1ec7p cho bi\u1ebft h\u1ecd th\u1ea5y c\u0103ng th\u1eb3ng v\u00e0 m\u1ec7t m\u1ecfi trong qu\u00e1 tr\u00ecnh ra quy\u1ebft \u0111\u1ecbnh. Ba ph\u1ea7n t\u01b0 trong s\u1ed1 h\u1ecd cho bi\u1ebft kh\u1ed1i l\u01b0\u1ee3ng quy\u1ebft \u0111\u1ecbnh h\u00e0ng ng\u00e0y m\u00e0 h\u1ecd ph\u1ea3i \u0111\u01b0a ra \u0111\u00e3 t\u0103ng g\u1ea5p m\u01b0\u1eddi l\u1ea7n trong ba n\u0103m qua. Cho \u0111\u1ebfn khi \u00e1p d\u1ee5ng AI v\u00e0o ph\u00e2n t\u00edch v\u00e0 x\u1eed l\u00fd c\u00e1c v\u1ea5n \u0111\u1ec1, vi\u1ec7c \u0111\u01b0a ra quy\u1ebft \u0111\u1ecbnh c\u1ee7a h\u1ecd tr\u1edf n\u00ean nhanh ch\u00f3ng v\u00e0 d\u1ec5 d\u00e0ng h\u01a1n c\u1ea3 v\u00e0 gi\u1ea3m \u0111\u01b0\u1ee3c h\u01a1n 30% kh\u1ed1i l\u01b0\u1ee3ng c\u00f4ng vi\u1ec7c c\u1ea7n x\u1eed l\u00fd so v\u1edbi tr\u01b0\u1edbc \u0111\u00f3.\u00a0<\/span>\u00a0<\/span><\/p>\n

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Thi\u1ebft k\u1ebf h\u1ec7 th\u1ed1ng AI cho ho\u1ea1t \u0111\u1ed9ng v\u1eadn h\u00e0nh t\u1ea1i doanh nghi\u1ec7p l\u00e0 quan tr\u1ecdng<\/span><\/i>\u00a0<\/span><\/p>\n

\u00a0<\/span>\u00a0<\/span><\/p>\n

C\u0169ng theo b\u00e1o c\u00e1o c\u1ee7a <\/span>Deloitte Insights<\/span><\/a>\u00a0 (2024), c\u00f3 t\u1edbi 94% l\u00e3nh \u0111\u1ea1o doanh nghi\u1ec7p tin r\u1eb1ng thi\u1ebft k\u1ebf m\u1ed9t h\u1ec7 th\u1ed1ng AI hi\u1ec7u qu\u1ea3 trong doanh nghi\u1ec7p l\u00e0 y\u1ebfu t\u1ed1 then ch\u1ed1t trong chi\u1ebfn l\u01b0\u1ee3c th\u00e0nh c\u00f4ng 5 n\u0103m t\u1edbi. Ph\u00e2n t\u00edch d\u1eef li\u1ec7u t\u1eeb h\u01a1n 4.600 c\u00f4ng ty cho th\u1ea5y nh\u1eefng doanh nghi\u1ec7p k\u1ebft h\u1ee3p ch\u1eb7t ch\u1ebd gi\u1eefa chi\u1ebfn l\u01b0\u1ee3c, c\u00f4ng ngh\u1ec7 v\u00e0 n\u0103ng l\u1ef1c chuy\u1ec3n \u0111\u1ed5i c\u00f3 th\u1ec3 t\u0103ng gi\u00e1 tr\u1ecb v\u1ed1n h\u00f3a th\u1ecb tr\u01b0\u1eddng th\u00eam 1,25 ngh\u00ecn t\u1ef7 USD, trong khi sai l\u1ec7ch \u0111\u1ecbnh h\u01b0\u1edbng c\u00f3 th\u1ec3 khi\u1ebfn m\u1ea5t t\u1edbi 1,5 ngh\u00ecn t\u1ef7 USD. B\u00e1o c\u00e1o kh\u1eb3ng \u0111\u1ecbnh r\u1eb1ng vi\u1ec7c <\/span>thi\u1ebft k\u1ebf h\u1ec7 th\u1ed1ng v\u1eadn h\u00e0nh d\u1ef1a tr\u00ean AI<\/span><\/b> kh\u00f4ng ch\u1ec9 gi\u00fap t\u1ed1i \u01b0u chi ph\u00ed, t\u0103ng hi\u1ec7u su\u1ea5t v\u00e0 m\u1edf r\u1ed9ng quy m\u00f4, m\u00e0 c\u00f2n l\u00e0 n\u1ec1n t\u1ea3ng t\u1ea1o gi\u00e1 tr\u1ecb b\u1ec1n v\u1eefng v\u00e0 l\u1ee3i th\u1ebf c\u1ea1nh tranh d\u00e0i h\u1ea1n cho doanh nghi\u1ec7p.<\/span>\u00a0<\/span><\/p>\n

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2. 6 b\u01b0\u1edbc trong quy tr\u00ecnh thi\u1ebft k\u1ebf h\u1ec7 th\u1ed1ng AI <\/span>\u00a0<\/span><\/h2>\n

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Th\u1ef1c t\u1ebf cho th\u1ea5y, nhi\u1ec1u doanh nghi\u1ec7p \u0111\u00e3 hi\u1ec3u r\u00f5 \u0111\u01b0\u1ee3c l\u1ee3i \u00edch c\u1ee7a vi\u1ec7c x\u00e2y d\u1ef1ng v\u00e0 thi\u1ebft k\u1ebf m\u1ed9t h\u1ec7 th\u1ed1ng AI to\u00e0n di\u1ec7n v\u00e0 c\u00f3 nh\u1eefng k\u1ebf ho\u1ea1ch tri\u1ec3n khai qu\u00e1 tr\u00ecnh n\u00e0y. Tuy nhi\u00ean, quy tr\u00ecnh thi\u1ebft k\u1ebf m\u1ed9t h\u1ec7 th\u1ed1ng AI kh\u00f4ng h\u1ec1 \u0111\u01a1n gi\u1ea3n m\u00e0 \u0111\u00f2i h\u1ecfi nhi\u1ec1u s\u1ef1 chu\u1ea9n b\u1ecb v\u00e0 s\u1ef1 am hi\u1ec3u s\u00e2u s\u1eafc v\u1ec1 c\u00f4ng ngh\u1ec7. Do \u0111\u00f3, doanh nghi\u1ec7p c\u1ea7n t\u00ecm hi\u1ec3u k\u1ef9 tr\u01b0\u1edbc khi ti\u1ebfn h\u00e0nh tri\u1ec3n khai d\u1ef1 \u00e1n quan tr\u1ecdng n\u00e0y.\u00a0<\/span>\u00a0<\/span><\/p>\n

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6 b\u01b0\u1edbc trong quy tr\u00ecnh thi\u1ebft k\u1ebf h\u1ec7 th\u1ed1ng AI<\/span><\/i>\u00a0<\/span><\/p>\n

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V\u1ec1 c\u01a1 b\u1ea3n, quy tr\u00ecnh thi\u1ebft k\u1ebf h\u1ec7 th\u1ed1ng AI g\u1ed3m 6 b\u01b0\u1edbc:\u00a0<\/span>\u00a0<\/span><\/p>\n

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B\u01b0\u1edbc 1: X\u00e1c \u0111\u1ecbnh m\u1ee5c ti\u00eau thi\u1ebft k\u1ebf h\u1ec7 th\u1ed1ng AI\u00a0<\/span><\/b>\u00a0<\/span><\/h3>\n

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Tr\u01b0\u1edbc khi b\u1eaft \u0111\u1ea7u quy tr\u00ecnh thi\u1ebft k\u1ebf h\u1ec7 th\u1ed1ng AI, doanh nghi\u1ec7p c\u1ea7n x\u00e1c \u0111\u1ecbnh r\u00f5 m\u1ee5c ti\u00eau kinh doanh m\u00e0 h\u1ec7 th\u1ed1ng AI s\u1ebd ph\u1ee5c v\u1ee5.<\/span>\u00a0<\/span><\/p>\n

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Doanh nghi\u1ec7p n\u00ean g\u1eafn m\u1ee5c ti\u00eau v\u1edbi k\u1ebft qu\u1ea3 \u0111o l\u01b0\u1eddng c\u1ee5 th\u1ec3 nh\u01b0: gi\u1ea3m 20% chi ph\u00ed v\u1eadn h\u00e0nh, t\u0103ng 15% doanh thu t\u1eeb kh\u00e1ch h\u00e0ng hi\u1ec7n h\u1eefu, hay r\u00fat ng\u1eafn th\u1eddi gian ph\u1ea3n h\u1ed3i xu\u1ed1ng c\u00f2n 2 gi\u00e2y\u2026 \u0111\u1ec3 c\u00f3 th\u1ec3 d\u1ec5 d\u00e0ng \u0111\u1ecbnh h\u01b0\u1edbng thi\u1ebft k\u1ebf h\u1ec7 th\u1ed1ng AI c\u1ee7a m\u00ecnh.\u00a0<\/span>\u00a0<\/span><\/p>\n

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Vi\u1ec7c n\u00e0y \u0111\u00f2i h\u1ecfi s\u1ef1 ph\u1ed1i h\u1ee3p gi\u1eefa ban l\u00e3nh \u0111\u1ea1o v\u00e0 b\u1ed9 ph\u1eadn k\u1ef9 thu\u1eadt \u0111\u1ec3 chuy\u1ec3n c\u00e1c ch\u1ec9 ti\u00eau kinh doanh th\u00e0nh y\u00eau c\u1ea7u k\u1ef9 thu\u1eadt r\u00f5 r\u00e0ng nh\u01b0:\u00a0<\/span>\u00a0<\/span><\/p>\n

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