{"id":401,"date":"2026-03-01T05:31:58","date_gmt":"2026-03-01T05:31:58","guid":{"rendered":"https:\/\/www.visualize-ai.com\/vi\/before-after-ai-transforms-activity-diagram-in-improving-returns-refund-processing\/"},"modified":"2026-03-01T05:31:58","modified_gmt":"2026-03-01T05:31:58","slug":"before-after-ai-transforms-activity-diagram-in-improving-returns-refund-processing","status":"publish","type":"post","link":"https:\/\/www.visualize-ai.com\/vi\/before-after-ai-transforms-activity-diagram-in-improving-returns-refund-processing\/","title":{"rendered":"Tr\u01b0\u1edbc v\u00e0 Sau: AI Bi\u1ebfn \u0110\u1ed5i S\u01a1 \u0110\u1ed3 Ho\u1ea1t \u0110\u1ed9ng Trong Vi\u1ec7c C\u1ea3i Thi\u1ec7n Quy Tr\u00ecnh Ho\u00e0n Tr\u1ea3 v\u00e0 Ho\u00e0n Ti\u1ec1n"},"content":{"rendered":"

H\u00e3y h\u00ecnh dung vi\u1ec7c bi\u1ebfn m\u1ed9t m\u1ea1ng l\u01b0\u1edbi r\u1ed1i ren v\u1ec1 ho\u00e0n tr\u1ea3 h\u00e0ng c\u1ee7a kh\u00e1ch h\u00e0ng th\u00e0nh m\u1ed9t h\u1ec7 th\u1ed1ng \u0111\u01b0\u1ee3c t\u1ed1i \u01b0u h\u00f3a v\u00e0 hi\u1ec7u qu\u1ea3 ch\u1ec9 trong m\u1ed9t \u0111\u00eam. Ch\u00ednh x\u00e1c l\u00e0 \u0111i\u1ec1u \u0111\u00e3 x\u1ea3y ra khi m\u1ed9t s\u00e0n th\u01b0\u01a1ng m\u1ea1i \u0111i\u1ec7n t\u1eed th\u1eddi trang s\u00f4i \u0111\u1ed9ng \u0111\u00e3 \u00e1p d\u1ee5ng AI \u0111\u1ec3 c\u1ea3i t\u1ed5 quy tr\u00ecnh c\u1ee7a h\u1ecds\u01a1 \u0111\u1ed3 ho\u1ea1t \u0111\u1ed9ng<\/a>. Trong th\u1ebf gi\u1edbi mua s\u1eafm tr\u1ef1c tuy\u1ebfn \u0111\u1ea7y t\u1ed1c \u0111\u1ed9, vi\u1ec7c x\u1eed l\u00fd ho\u00e0n tr\u1ea3 v\u00e0 ho\u00e0n ti\u1ec1n c\u00f3 th\u1ec3 l\u00e0m n\u00ean ho\u1eb7c ph\u00e1 v\u1ee1 l\u00f2ng trung th\u00e0nh c\u1ee7a kh\u00e1ch h\u00e0ng v\u00e0 hi\u1ec7u qu\u1ea3 v\u1eadn h\u00e0nh. Tr\u01b0\u1edbc khi AI tham gia, c\u00e1c \u0111\u1ed9i ng\u0169 ph\u1ea3i v\u1eadt l\u1ed9n v\u1edbi vi\u1ec7c v\u1ebd s\u01a1 \u0111\u1ed3 th\u1ee7 c\u00f4ng, d\u1eabn \u0111\u1ebfn sai s\u00f3t, ch\u1eadm tr\u1ec5 v\u00e0 nh\u00e2n vi\u00ean m\u1ec7t m\u1ecfi. Nh\u01b0ng v\u1edbi t\u00ednh n\u0103ng t\u1ea1o s\u01a1 \u0111\u1ed3 AI c\u1ee7a Visual Paradigm Desktop, m\u1ecdi th\u1ee9 \u0111\u00e3 thay \u0111\u1ed5i.<\/p>\n

B\u00e0i nghi\u00ean c\u1ee9u \u0111i\u1ec3n h\u00ecnh n\u00e0y \u0111i s\u00e2u v\u00e0o h\u00e0nh tr\u00ecnh c\u1ee7a m\u1ed9t n\u1ec1n t\u1ea3ng th\u01b0\u01a1ng m\u1ea1i \u0111i\u1ec7n t\u1eed th\u1eddi trang l\u1edbn \u0111ang \u0111\u1ed1i m\u1eb7t v\u1edbi nh\u1eefng th\u00e1ch th\u1ee9c ng\u00e0y c\u00e0ng gia t\u0103ng trong quy tr\u00ecnh ho\u00e0n tr\u1ea3. Ch\u00fang t\u00f4i s\u1ebd kh\u00e1m ph\u00e1 tr\u1ea1ng th\u00e1i ‘tr\u01b0\u1edbc’ \u0111\u1ea7y h\u1ed7n lo\u1ea1n, n\u01a1i c\u00e1c nh\u00e1nh \u0111i\u1ec1u ki\u1ec7n ph\u1ee9c t\u1ea1p cho vi\u1ec7c x\u00e1c minh, ki\u1ec3m tra, t\u00e1i nh\u1eadp kho v\u00e0 ph\u00e1t h\u00e0nh ho\u00e0n ti\u1ec1n \u0111\u00e3 t\u1ea1o ra c\u00e1c \u0111i\u1ec3m ngh\u1ebdn. Sau \u0111\u00f3, ch\u00fang t\u00f4i s\u1ebd l\u00e0m r\u00f5 c\u00e1ch c\u00e1c s\u01a1 \u0111\u1ed3 ho\u1ea1t \u0111\u1ed9ng, \u0111\u01b0\u1ee3c h\u1ed7 tr\u1ee3 b\u1edfi AI, \u0111\u00e3 mang l\u1ea1i s\u1ef1 r\u00f5 r\u00e0ng v\u00e0 t\u1ed1c \u0111\u1ed9. B\u1ea1n s\u1ebd th\u1ea5y t\u1eebng b\u01b0\u1edbc chuy\u1ec3n \u0111\u1ed5i b\u1eb1ng c\u00e1c c\u00f4ng c\u1ee5 tr\u1ef1c quan c\u1ee7a Visual Paradigm, d\u1eabn \u0111\u1ebfn k\u1ebft qu\u1ea3 chuy\u00ean nghi\u1ec7p, tinh t\u1ebf, gi\u00fap n\u00e2ng cao n\u0103ng su\u1ea5t.<\/p>\n

D\u00f9 b\u1ea1n l\u00e0 chuy\u00ean gia ph\u00e2n t\u00edch quy tr\u00ecnh, qu\u1ea3n l\u00fd CNTT hay ch\u1ee7 doanh nghi\u1ec7p trong l\u0129nh v\u1ef1c th\u01b0\u01a1ng m\u1ea1i \u0111i\u1ec7n t\u1eed, c\u00e2u chuy\u1ec7n n\u00e0y l\u00e0m n\u1ed5i b\u1eadt s\u1ee9c m\u1ea1nh c\u1ee7a vi\u1ec7c t\u1ea1o s\u01a1 \u0111\u1ed3 ho\u1ea1t \u0111\u1ed9ng b\u1eb1ng AI. \u0110i\u1ec1u n\u00e0y kh\u00f4ng ch\u1ec9 gi\u00fap ti\u1ebft ki\u1ec7m th\u1eddi gian\u2014m\u00e0 c\u00f2n m\u1edf ra nh\u1eefng hi\u1ec3u bi\u1ebft gi\u00fap \u0111\u01b0a ra quy\u1ebft \u0111\u1ecbnh t\u1ed1t h\u01a1n. \u0110\u1ebfn cu\u1ed1i b\u00e0i, b\u1ea1n s\u1ebd hi\u1ec3u v\u00ec sao AI l\u00e0 y\u1ebfu t\u1ed1 thay \u0111\u1ed5i cu\u1ed9c ch\u01a1i trong vi\u1ec7c v\u1ebd s\u01a1 \u0111\u1ed3 t\u1ea1i c\u00e1c ng\u00e0nh c\u00f4ng nghi\u1ec7p n\u0103ng \u0111\u1ed9ng nh\u01b0 b\u00e1n l\u1ebb th\u1eddi trang, v\u00e0 c\u00e1ch b\u1ea1n c\u00f3 th\u1ec3 \u00e1p d\u1ee5ng nh\u1eefng chuy\u1ec3n \u0111\u1ed5i t\u01b0\u01a1ng t\u1ef1 v\u00e0o quy tr\u00ecnh l\u00e0m vi\u1ec7c c\u1ee7a ch\u00ednh m\u00ecnh.<\/p>\n

Tr\u01b0\u1edbc AI: Cu\u1ed9c chi\u1ebfn th\u1ee7 c\u00f4ng trong vi\u1ec7c c\u1ea3i thi\u1ec7n quy tr\u00ecnh ho\u00e0n tr\u1ea3 v\u00e0 ho\u00e0n ti\u1ec1n<\/h2>\n

\"\"<\/p>\n

C\u00e1c tr\u01b0\u1edfng nh\u00f3m nh\u01b0 Sarah, ng\u01b0\u1eddi qu\u1ea3n l\u00fd quy tr\u00ecnh, \u0111\u00e3 ph\u1ea3i d\u00e0nh nh\u1eefng \u0111\u00eam d\u00e0i \u0111\u1ec3 v\u1ebd l\u1ea1i s\u01a1 \u0111\u1ed3 b\u1eb1ng ph\u1ea7n m\u1ec1m c\u01a1 b\u1ea3n. M\u1ed9t m\u0169i t\u00ean sai c\u00f3 th\u1ec3 khi\u1ebfn b\u1ecf s\u00f3t m\u1ed9t b\u01b0\u1edbc quan tr\u1ecdng, ch\u1eb3ng h\u1ea1n nh\u01b0 ki\u1ec3m tra h\u00e0ng gi\u1ea3, d\u1eabn \u0111\u1ebfn t\u1ed5n th\u1ea5t t\u00e0i ch\u00ednh. H\u1ee3p t\u00e1c tr\u1edf th\u00e0nh th\u1ea3m h\u1ecda; c\u00e1c phi\u00ean b\u1ea3n b\u1ecb m\u1ea5t trong chu\u1ed7i email, v\u00e0 vi\u1ec7c t\u00edch h\u1ee3p ph\u1ea3n h\u1ed3i t\u1eeb c\u00e1c \u0111\u1ed9i ng\u0169 h\u1eadu c\u1ea7n, t\u00e0i ch\u00ednh v\u00e0 d\u1ecbch v\u1ee5 kh\u00e1ch h\u00e0ng t\u1ea1o th\u00eam l\u1edbp h\u1ed7n lo\u1ea1n. C\u00e1c s\u01a1 \u0111\u1ed3 th\u01b0\u1eddng k\u1ebft th\u00fac b\u1eb1ng h\u00ecnh \u1ea3nh t\u0129nh, kh\u00f3 c\u1eadp nh\u1eadt khi ch\u00ednh s\u00e1ch thay \u0111\u1ed5i, ch\u1eb3ng h\u1ea1n nh\u01b0 th\u1eddi gian ho\u00e0n ti\u1ec1n m\u1edbi trong m\u00f9a cao \u0111i\u1ec3m.<\/p>\n

Sai s\u00f3t l\u00e0m tr\u1ea7m tr\u1ecdng th\u00eam v\u1ea5n \u0111\u1ec1. M\u1ed9t nh\u00e1nh \u0111i\u1ec1u ki\u1ec7n b\u1ecb b\u1ecf s\u00f3t c\u00f3 th\u1ec3 d\u1eabn \u0111\u1ebfn vi\u1ec7c nh\u1eadp l\u1ea1i h\u00e0ng l\u1ed7i, l\u00e0m gi\u1ea3m \u0111\u1ed9 ch\u00ednh x\u00e1c c\u1ee7a t\u1ed3n kho. \u0110\u00e0o t\u1ea1o nh\u00e2n vi\u00ean c\u0169ng b\u1ecb \u1ea3nh h\u01b0\u1edfng\u2014nh\u00e2n vi\u00ean m\u1edbi ph\u1ea3i nh\u00ecn v\u00e0o c\u00e1c bi\u1ec3u \u0111\u1ed3 r\u1ed1i r\u1eafm, kh\u00f3 hi\u1ec3u lu\u1ed3ng c\u00f4ng vi\u1ec7c. T\u1ed5ng th\u1ec3, c\u00e1ch ti\u1ebfp c\u1eadn th\u1ee7 c\u00f4ng l\u00e0m ch\u1eadm ho\u1ea1t \u0111\u1ed9ng, th\u1eddi gian x\u1eed l\u00fd ho\u00e0n tr\u1ea3 k\u00e9o d\u00e0i t\u1eeb v\u00e0i ng\u00e0y \u0111\u1ebfn v\u00e0i tu\u1ea7n. S\u1ef1 h\u00e0i l\u00f2ng c\u1ee7a kh\u00e1ch h\u00e0ng gi\u1ea3m do ho\u00e0n ti\u1ec1n b\u1ecb ch\u1eadm tr\u1ec5, v\u00e0 c\u00f4ng ty ph\u1ea3i \u0111\u1ed1i m\u1eb7t v\u1edbi chi ph\u00ed v\u1eadn h\u00e0nh cao h\u01a1n do c\u00f4ng vi\u1ec7c ph\u1ea3i l\u00e0m l\u1ea1i v\u00e0 tranh ch\u1ea5p. R\u00f5 r\u00e0ng: c\u00e1ch l\u00e0m s\u01a1 \u0111\u1ed3 ho\u1ea1t \u0111\u1ed9ng c\u0169 kh\u00f4ng c\u00f2n ph\u00f9 h\u1ee3p v\u1edbi s\u1ef1 ph\u00e1t tri\u1ec3n c\u1ee7a doanh nghi\u1ec7p.<\/p>\n

Khi \u0111\u01a1n h\u00e0ng t\u0103ng v\u1ecdt trong c\u00e1c s\u1ef1 ki\u1ec7n b\u00e1n h\u00e0ng, \u00e1p l\u1ef1c ng\u00e0y c\u00e0ng gia t\u0103ng. \u0110\u1ed9i c\u1ee7a Sarah ph\u1ea3i d\u00f9ng b\u1ea3ng t\u00ednh \u0111\u1ec3 theo d\u00f5i c\u00e1c thay \u0111\u1ed5i, nh\u01b0ng ch\u00fang thi\u1ebfu chi\u1ec1u s\u00e2u tr\u1ef1c quan c\u1ea7n thi\u1ebft \u0111\u1ec3 hi\u1ec3u r\u00f5 quy tr\u00ecnh. K\u1ebft qu\u1ea3 l\u00e0 c\u00e1c \u0111i\u1ec3m ngh\u1ebdn khi\u1ebfn t\u1ea5t c\u1ea3 nh\u1eefng ng\u01b0\u1eddi li\u00ean quan, t\u1eeb nh\u00e2n vi\u00ean kho \u0111\u1ebfn c\u00e1c gi\u00e1m \u0111\u1ed1c \u0111ang xem x\u00e9t ch\u1ec9 s\u1ed1 hi\u1ec7u su\u1ea5t, \u0111\u1ec1u c\u1ea3m th\u1ea5y b\u1ef1c b\u1ed9i.<\/p>\n

S\u01a1 \u0111\u1ed3 ho\u1ea1t \u0111\u1ed9ng mang l\u1ea1i \u0111i\u1ec1u g\u00ec?<\/h2>\n

S\u01a1 \u0111\u1ed3 ho\u1ea1t \u0111\u1ed9ng n\u1ed5i b\u1eadt nh\u01b0 nh\u1eefng c\u00f4ng c\u1ee5 m\u1ea1nh m\u1ebd \u0111\u1ec3 tr\u1ef1c quan h\u00f3a quy tr\u00ecnh l\u00e0m vi\u1ec7c, \u0111\u1eb7c bi\u1ec7t trong c\u00e1c t\u00ecnh hu\u1ed1ng c\u00f3 nhi\u1ec1u \u0111i\u1ec3m ra quy\u1ebft \u0111\u1ecbnh v\u00e0 c\u00e1c h\u00e0nh \u0111\u1ed9ng song song. Ch\u00fang v\u01b0\u1ee3t xa s\u01a1 \u0111\u1ed3 d\u00f2ng \u0111\u01a1n gi\u1ea3n b\u1eb1ng c\u00e1ch t\u00edch h\u1ee3p c\u00e1c l\u00e0n \u0111\u01b0\u1eddng (swimlanes) \u0111\u1ec3 ph\u00e2n c\u00f4ng tr\u00e1ch nhi\u1ec7m, l\u00e0m cho ch\u00fang l\u00fd t\u01b0\u1edfng cho c\u00e1c quy tr\u00ecnh th\u01b0\u01a1ng m\u1ea1i \u0111i\u1ec7n t\u1eed nh\u01b0 x\u1eed l\u00fd ho\u00e0n tr\u1ea3.<\/p>\n

Trong m\u1ed9t s\u00e0n th\u01b0\u01a1ng m\u1ea1i th\u1eddi trang, s\u01a1 \u0111\u1ed3 ho\u1ea1t \u0111\u1ed9ng c\u00f3 th\u1ec3 m\u00f4 t\u1ea3 to\u00e0n b\u1ed9 h\u00e0nh tr\u00ecnh ho\u00e0n tr\u1ea3\u2014t\u1eeb kh\u1edfi t\u1ea1o b\u1edfi kh\u00e1ch h\u00e0ng \u0111\u1ebfn gi\u1ea3i quy\u1ebft cu\u1ed1i c\u00f9ng. N\u00f3 l\u00e0m n\u1ed5i b\u1eadt c\u00e1c h\u00e0nh \u0111\u1ed9ng nh\u01b0 ‘X\u00e1c minh y\u00eau c\u1ea7u ho\u00e0n tr\u1ea3’, nh\u00e1nh th\u00e0nh c\u00e1c quy\u1ebft \u0111\u1ecbnh ch\u1ea5p thu\u1eadn ho\u1eb7c t\u1eeb ch\u1ed1i d\u1ef1a tr\u00ean c\u00e1c \u0111i\u1ec1u ki\u1ec7n nh\u01b0 t\u00ecnh tr\u1ea1ng h\u00e0ng h\u00f3a ho\u1eb7c th\u1eddi gian ho\u00e0n tr\u1ea3. S\u1ef1 r\u00f5 r\u00e0ng n\u00e0y gi\u00fap c\u00e1c \u0111\u1ed9i ph\u00e1t hi\u1ec7n c\u00e1c \u0111i\u1ec3m b\u1ea5t hi\u1ec7u qu\u1ea3, ch\u1eb3ng h\u1ea1n nh\u01b0 ki\u1ec3m tra tr\u00f9ng l\u1eb7p, v\u00e0 t\u1ed1i \u01b0u h\u00f3a lu\u1ed3ng \u0111\u1ec3 t\u0103ng t\u1ed1c \u0111\u1ed9.<\/p>\n

Kh\u00e1c v\u1edbi s\u01a1 \u0111\u1ed3 tu\u1ea7n t\u1ef1 t\u1eadp trung v\u00e0o c\u00e1c t\u01b0\u01a1ng t\u00e1c, s\u01a1 \u0111\u1ed3 ho\u1ea1t \u0111\u1ed9ng nh\u1ea5n m\u1ea1nh v\u00e0o lu\u1ed3ng ho\u1ea1t \u0111\u1ed9ng, cho ph\u00e9p c\u00e1c v\u00f2ng l\u1eb7p, h\u1ee3p nh\u1ea5t v\u00e0 nh\u00e1nh. \u0110\u1ed1i v\u1edbi x\u1eed l\u00fd ho\u00e0n ti\u1ec1n, \u0111i\u1ec1u n\u00e0y c\u00f3 ngh\u0129a l\u00e0 minh h\u1ecda c\u00e1ch m\u1ed9t y\u00eau c\u1ea7u ho\u00e0n tr\u1ea3 duy nh\u1ea5t c\u00f3 th\u1ec3 t\u00e1ch th\u00e0nh hai h\u00e0nh \u0111\u1ed9ng nh\u1eadp l\u1ea1i kho v\u00e0 ph\u00e1t h\u00e0nh ho\u00e0n ti\u1ec1n ch\u1ea1y song song, \u0111\u1ea3m b\u1ea3o kh\u00f4ng b\u1ecf s\u00f3t b\u1ea5t k\u1ef3 b\u01b0\u1edbc n\u00e0o.<\/p>\n

Ch\u00fang th\u00fac \u0111\u1ea9y giao ti\u1ebfp t\u1ed1t h\u01a1n gi\u1eefa c\u00e1c b\u1ed9 ph\u1eadn. B\u1ed9 ph\u1eadn h\u1eadu c\u1ea7n th\u1ea5y r\u00f5 vai tr\u00f2 c\u1ee7a m\u00ecnh trong ki\u1ec3m tra, trong khi b\u1ed9 ph\u1eadn t\u00e0i ch\u00ednh hi\u1ec3u r\u00f5 c\u00e1c \u0111i\u1ec1u ki\u1ec7n k\u00edch ho\u1ea1t ho\u00e0n ti\u1ec1n. Trong m\u00f4i tr\u01b0\u1eddng n\u0103ng \u0111\u1ed9ng, c\u00e1c s\u01a1 \u0111\u1ed3 n\u00e0y h\u1ed7 tr\u1ee3 c\u1ea3i ti\u1ebfn theo t\u1eebng giai \u0111o\u1ea1n, linh ho\u1ea1t th\u00edch \u1ee9ng v\u1edbi c\u00e1c quy \u0111\u1ecbnh m\u1edbi nh\u01b0 quy tr\u00ecnh nh\u1eadp l\u1ea1i kho th\u00e2n thi\u1ec7n v\u1edbi m\u00f4i tr\u01b0\u1eddng.<\/p>\n

Cu\u1ed1i c\u00f9ng, s\u01a1 \u0111\u1ed3 ho\u1ea1t \u0111\u1ed9ng gi\u00fap th\u00fac \u0111\u1ea9y c\u00e1c quy\u1ebft \u0111\u1ecbnh d\u1ef1a tr\u00ean d\u1eef li\u1ec7u. B\u1eb1ng c\u00e1ch m\u00f4 ph\u1ecfng c\u00e1c t\u00ecnh hu\u1ed1ng, doanh nghi\u1ec7p c\u00f3 th\u1ec3 d\u1ef1 \u0111o\u00e1n c\u00e1c \u0111i\u1ec3m ngh\u1ebdn v\u00e0 tinh ch\u1ec9nh quy tr\u00ecnh tr\u01b0\u1edbc khi tri\u1ec3n khai, d\u1eabn \u0111\u1ebfn ti\u1ebft ki\u1ec7m chi ph\u00ed v\u00e0 n\u00e2ng cao tr\u1ea3i nghi\u1ec7m kh\u00e1ch h\u00e0ng trong th\u1ecb tr\u01b0\u1eddng c\u1ea1nh tranh.<\/p>\n

T\u1ea1i sao c\u1ea7n AI \u0111\u1ec3 chuy\u1ec3n \u0111\u1ed5i?<\/h2>\n