{"id":165368,"date":"2026-11-02T15:21:48","date_gmt":"2026-11-02T08:21:48","guid":{"rendered":"https:\/\/bap-software.net\/?post_type=knowledge&p=165368"},"modified":"2026-11-02T15:21:48","modified_gmt":"2026-11-02T08:21:48","slug":"ai-ocr-document-automation-guide","status":"publish","type":"knowledge","link":"https:\/\/bap-software.net\/vi\/knowledge\/ai-ocr-document-automation-guide\/","title":{"rendered":"AI-OCR l\u00e0 g\u00ec? H\u01b0\u1edbng d\u1eabn s\u1ed1 h\u00f3a ch\u1ee9ng t\u1eeb gi\u1ea5y, PDF, bi\u1ec3u m\u1eabu vi\u1ebft tay v\u00e0 t\u1ef1 \u0111\u1ed9ng h\u00f3a quy tr\u00ecnh doanh nghi\u1ec7p"},"content":{"rendered":"

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AI OCR & DOCUMENT AUTOMATION<\/p>\n

Bi\u1ebfn ch\u1ee9ng t\u1eeb gi\u1ea5y, PDF v\u00e0 bi\u1ec3u m\u1eabu vi\u1ebft tay
th\u00e0nh d\u1eef li\u1ec7u s\u1ed1 ph\u1ee5c v\u1ee5 doanh nghi\u1ec7p<\/p>\n

T\u1eeb nh\u1eadn d\u1ea1ng t\u00e0i li\u1ec7u th\u00f4ng minh \u0111\u1ebfn ki\u1ec3m tra d\u1eef li\u1ec7u v\u00e0 t\u00edch h\u1ee3p ERP, MES.<\/p>\n

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Gi\u1ea5y \/ PDF \/ \u1ea2nh<\/div>\n

\u2192<\/span><\/p>\n

AI-OCR<\/div>\n

\u2192<\/span><\/p>\n

Ki\u1ec3m tra & x\u00e1c th\u1ef1c<\/div>\n

\u2192<\/span><\/p>\n

ERP \/ H\u1ec7 th\u1ed1ng nghi\u1ec7p v\u1ee5<\/div>\n<\/div>\n

Kh\u00f4ng ch\u1ec9 nh\u1eadn d\u1ea1ng k\u00fd t\u1ef1: H\u01b0\u1edbng \u0111\u1ebfn t\u1ef1 \u0111\u1ed9ng h\u00f3a nh\u1eadp li\u1ec7u, \u0111\u1ed1i chi\u1ebfu v\u00e0 c\u1eadp nh\u1eadt h\u1ec7 th\u1ed1ng.<\/p>\n<\/div>

H\u00ecnh 1. Quy tr\u00ecnh chuy\u1ec3n \u0111\u1ed5i ch\u1ee9ng t\u1eeb th\u00e0nh d\u1eef li\u1ec7u s\u1ed1 b\u1eb1ng AI-OCR.<\/figcaption><\/figure>\n

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BUSINESS PROCESS DIGITALIZATION<\/p>\n

Doanh nghi\u1ec7p c\u1ee7a b\u1ea1n v\u1eabn \u0111ang nh\u1eadp d\u1eef li\u1ec7u th\u1ee7 c\u00f4ng t\u1eeb ch\u1ee9ng t\u1eeb gi\u1ea5y v\u00e0 PDF m\u1ed7i ng\u00e0y?<\/p>\n

C\u00e1c doanh nghi\u1ec7p s\u1ea3n xu\u1ea5t, logistics, b\u00e1n bu\u00f4n v\u00e0 b\u1ed9 ph\u1eadn k\u1ebf to\u00e1n th\u01b0\u1eddng xuy\u00ean x\u1eed l\u00fd \u0111\u01a1n \u0111\u1eb7t h\u00e0ng, h\u00f3a \u0111\u01a1n, phi\u1ebfu giao h\u00e0ng v\u00e0 bi\u00ean b\u1ea3n ki\u1ec3m tra ch\u1ea5t l\u01b0\u1ee3ng. Tuy nhi\u00ean, ch\u1ee9ng t\u1eeb \u0111\u1ebfn t\u1eeb nhi\u1ec1u \u0111\u1ed1i t\u00e1c v\u1edbi \u0111\u1ecbnh d\u1ea1ng kh\u00e1c nhau khi\u1ebfn vi\u1ec7c nh\u1eadp li\u1ec7u v\u00e0 ki\u1ec3m tra th\u1ee7 c\u00f4ng m\u1ea5t nhi\u1ec1u th\u1eddi gian, \u0111\u1ed3ng th\u1eddi l\u00e0m t\u0103ng nguy c\u01a1 sai s\u00f3t.<\/p>\n

M\u1ed9t trong nh\u1eefng gi\u1ea3i ph\u00e1p c\u00f3 th\u1ec3 h\u1ed7 tr\u1ee3 gi\u1ea3i quy\u1ebft v\u1ea5n \u0111\u1ec1 n\u00e0y l\u00e0 AI-OCR (nh\u1eadn d\u1ea1ng k\u00fd t\u1ef1 quang h\u1ecdc \u1ee9ng d\u1ee5ng tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o)<\/strong>. C\u00f4ng ngh\u1ec7 n\u00e0y gi\u00fap nh\u1eadn d\u1ea1ng v\u00e0 tr\u00edch xu\u1ea5t th\u00f4ng tin t\u1eeb t\u00e0i li\u1ec7u scan, h\u00ecnh \u1ea3nh, PDF v\u00e0 m\u1ed9t s\u1ed1 lo\u1ea1i bi\u1ec3u m\u1eabu vi\u1ebft tay. Khi k\u1ebft h\u1ee3p v\u1edbi quy tr\u00ecnh x\u00e1c th\u1ef1c d\u1eef li\u1ec7u v\u00e0 t\u00edch h\u1ee3p h\u1ec7 th\u1ed1ng doanh nghi\u1ec7p, AI-OCR c\u00f3 th\u1ec3 h\u1ed7 tr\u1ee3 t\u1ef1 \u0111\u1ed9ng h\u00f3a nhi\u1ec1u c\u00f4ng \u0111o\u1ea1n x\u1eed l\u00fd ch\u1ee9ng t\u1eeb.<\/p>\n

B\u00e0i vi\u1ebft s\u1ebd gi\u1ea3i th\u00edch AI-OCR l\u00e0 g\u00ec, kh\u00e1c g\u00ec OCR truy\u1ec1n th\u1ed1ng, c\u00e1c \u1ee9ng d\u1ee5ng trong doanh nghi\u1ec7p, y\u1ebfu t\u1ed1 \u1ea3nh h\u01b0\u1edfng \u0111\u1ebfn \u0111\u1ed9 ch\u00ednh x\u00e1c v\u00e0 c\u00e1ch tri\u1ec3n khai gi\u1ea3i ph\u00e1p t\u1eeb th\u1eed nghi\u1ec7m PoC \u0111\u1ebfn v\u1eadn h\u00e0nh ch\u00ednh th\u1ee9c.<\/p>\n<\/div>\n

\"5<\/p>\n

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N\u1ed9i dung ch\u00ednh c\u1ee7a b\u00e0i vi\u1ebft<\/p>\n

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  • AI-OCR l\u00e0 g\u00ec v\u00e0 kh\u00e1c OCR truy\u1ec1n th\u1ed1ng nh\u01b0 th\u1ebf n\u00e0o?<\/li>\n
  • Nh\u1eefng lo\u1ea1i ch\u1ee9ng t\u1eeb doanh nghi\u1ec7p c\u00f3 th\u1ec3 s\u1ed1 h\u00f3a<\/li>\n
  • Quy tr\u00ecnh tr\u00edch xu\u1ea5t, ki\u1ec3m tra v\u00e0 t\u00edch h\u1ee3p d\u1eef li\u1ec7u<\/li>\n
  • \u1ee8ng d\u1ee5ng trong s\u1ea3n xu\u1ea5t, logistics v\u00e0 k\u1ebf to\u00e1n<\/li>\n
  • \u0110\u1ed9 ch\u00ednh x\u00e1c, gi\u1edbi h\u1ea1n c\u00f4ng ngh\u1ec7 v\u00e0 b\u1ea3o m\u1eadt<\/li>\n
  • Chi ph\u00ed tri\u1ec3n khai v\u00e0 l\u1ed9 tr\u00ecnh 5 b\u01b0\u1edbc \u1ee9ng d\u1ee5ng AI-OCR<\/li>\n<\/ul>\n<\/div>\n

    <\/p>\n

    01. AI-OCR l\u00e0 g\u00ec? Kh\u00e1c g\u00ec OCR truy\u1ec1n th\u1ed1ng?<\/h2>\n

    OCR (Optical Character Recognition \u2013 Nh\u1eadn d\u1ea1ng k\u00fd t\u1ef1 quang h\u1ecdc) l\u00e0 c\u00f4ng ngh\u1ec7 nh\u1eadn di\u1ec7n ch\u1eef vi\u1ebft trong h\u00ecnh \u1ea3nh ho\u1eb7c t\u00e0i li\u1ec7u \u0111\u01b0\u1ee3c scan, sau \u0111\u00f3 chuy\u1ec3n \u0111\u1ed5i th\u00e0nh v\u0103n b\u1ea3n m\u00e0 m\u00e1y t\u00ednh c\u00f3 th\u1ec3 x\u1eed l\u00fd.<\/p>\n

    AI-OCR l\u00e0 gi\u1ea3i ph\u00e1p OCR \u1ee9ng d\u1ee5ng c\u00e1c k\u1ef9 thu\u1eadt tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o nh\u01b0 Machine Learning v\u00e0 Deep Learning \u0111\u1ec3 nh\u1eadn d\u1ea1ng k\u00fd t\u1ef1. T\u00f9y t\u1eebng s\u1ea3n ph\u1ea9m, c\u00f4ng ngh\u1ec7 n\u00e0y c\u00f2n c\u00f3 th\u1ec3 h\u1ed7 tr\u1ee3 x\u1eed l\u00fd ch\u1eef vi\u1ebft tay ho\u1eb7c c\u00e1c bi\u1ec3u m\u1eabu c\u00f3 b\u1ed1 c\u1ee5c ph\u1ee9c t\u1ea1p.<\/p>\n

    Tuy nhi\u00ean, m\u1ed9t s\u1ed1 gi\u1ea3i ph\u00e1p OCR truy\u1ec1n th\u1ed1ng c\u0169ng c\u00f3 kh\u1ea3 n\u0103ng nh\u1eadn d\u1ea1ng ch\u00ednh x\u00e1c v\u00e0 ph\u00e2n t\u00edch b\u1ed1 c\u1ee5c t\u00e0i li\u1ec7u. V\u00ec v\u1eady, kh\u00f4ng th\u1ec3 kh\u1eb3ng \u0111\u1ecbnh AI-OCR lu\u00f4n t\u1ed1t h\u01a1n OCR truy\u1ec1n th\u1ed1ng trong m\u1ecdi tr\u01b0\u1eddng h\u1ee3p.<\/p>\n

    \u0110i\u1ec1u quan tr\u1ecdng l\u00e0 l\u1ef1a ch\u1ecdn c\u00f4ng ngh\u1ec7 \u0111\u00e1p \u1ee9ng \u0111\u01b0\u1ee3c y\u00eau c\u1ea7u v\u1ec1 \u0111\u1ed9 ch\u00ednh x\u00e1c, lo\u1ea1i t\u00e0i li\u1ec7u v\u00e0 quy tr\u00ecnh x\u1eed l\u00fd th\u1ef1c t\u1ebf c\u1ee7a doanh nghi\u1ec7p.<\/p>\n

    \n\n\n\n\n\n\n\n\n\n
    Ti\u00eau ch\u00ed<\/th>\nOCR truy\u1ec1n th\u1ed1ng<\/th>\nAI-OCR<\/th>\n<\/tr>\n<\/thead>\n
    Ch\u1ee9c n\u0103ng c\u01a1 b\u1ea3n<\/strong><\/td>\nNh\u1eadn d\u1ea1ng k\u00fd t\u1ef1 t\u1eeb h\u00ecnh \u1ea3nh<\/td>\n\u1ee8ng d\u1ee5ng AI \u0111\u1ec3 nh\u1eadn d\u1ea1ng k\u00fd t\u1ef1<\/td>\n<\/tr>\n
    Bi\u1ec3u m\u1eabu c\u1ed1 \u0111\u1ecbnh<\/strong><\/td>\nNhi\u1ec1u gi\u1ea3i ph\u00e1p h\u1ed7 tr\u1ee3 t\u1ed1t<\/td>\nC\u00f3 th\u1ec3 x\u1eed l\u00fd<\/td>\n<\/tr>\n
    Ch\u1eef vi\u1ebft tay<\/strong><\/td>\nKh\u1ea3 n\u0103ng t\u00f9y thu\u1ed9c s\u1ea3n ph\u1ea9m<\/td>\nM\u1ed9t s\u1ed1 gi\u1ea3i ph\u00e1p \u0111\u01b0\u1ee3c t\u1ed1i \u01b0u cho ch\u1eef vi\u1ebft tay<\/td>\n<\/tr>\n
    B\u1ed1 c\u1ee5c t\u00e0i li\u1ec7u<\/strong><\/td>\nM\u1ed9t s\u1ed1 ph\u01b0\u01a1ng ph\u00e1p c\u1ea7n b\u1ed1 c\u1ee5c c\u1ed1 \u0111\u1ecbnh<\/td>\nM\u1ed9t s\u1ed1 gi\u1ea3i ph\u00e1p h\u1ed7 tr\u1ee3 b\u1ed1 c\u1ee5c thay \u0111\u1ed5i<\/td>\n<\/tr>\n
    \u1ee8ng d\u1ee5ng ph\u00f9 h\u1ee3p<\/strong><\/td>\nX\u1eed l\u00fd ch\u1ee9ng t\u1eeb c\u00f3 \u0111\u1ecbnh d\u1ea1ng \u1ed5n \u0111\u1ecbnh<\/td>\nX\u1eed l\u00fd nhi\u1ec1u lo\u1ea1i bi\u1ec3u m\u1eabu v\u00e0 ch\u1eef vi\u1ebft tay<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n

    AI-OCR c\u00f3 gi\u1ed1ng Generative AI kh\u00f4ng?<\/h3>\n

    AI-OCR v\u00e0 Generative AI l\u00e0 hai c\u00f4ng ngh\u1ec7 ph\u1ee5c v\u1ee5 nh\u1eefng m\u1ee5c \u0111\u00edch kh\u00e1c nhau.<\/p>\n

    AI-OCR ch\u1ee7 y\u1ebfu \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng \u0111\u1ec3 nh\u1eadn d\u1ea1ng k\u00fd t\u1ef1 v\u00e0 tr\u00edch xu\u1ea5t th\u00f4ng tin t\u1eeb t\u00e0i li\u1ec7u. Trong khi \u0111\u00f3, Generative AI c\u00f3 th\u1ec3 h\u1ed7 tr\u1ee3 c\u00e1c t\u00e1c v\u1ee5 b\u1ed5 sung nh\u01b0 ph\u00e2n lo\u1ea1i t\u00e0i li\u1ec7u, t\u00f3m t\u1eaft n\u1ed9i dung ho\u1eb7c tr\u1ea3 l\u1eddi c\u00e2u h\u1ecfi d\u1ef1a tr\u00ean th\u00f4ng tin \u0111\u00e3 tr\u00edch xu\u1ea5t.<\/p>\n

    C\u00e1c m\u00f4 h\u00ecnh AI \u0111a ph\u01b0\u01a1ng th\u1ee9c (Multimodal AI) c\u0169ng c\u00f3 th\u1ec3 ph\u00e2n t\u00edch tr\u1ef1c ti\u1ebfp h\u00ecnh \u1ea3nh t\u00e0i li\u1ec7u. Tuy nhi\u00ean, k\u1ebft qu\u1ea3 t\u1eeb Generative AI c\u00f3 th\u1ec3 ch\u1ee9a th\u00f4ng tin kh\u00f4ng ch\u00ednh x\u00e1c, v\u00ec v\u1eady c\u1ea7n c\u00f3 b\u01b0\u1edbc ki\u1ec3m tra khi x\u1eed l\u00fd s\u1ed1 ti\u1ec1n, s\u1ed1 l\u01b0\u1ee3ng v\u00e0 c\u00e1c d\u1eef li\u1ec7u nghi\u1ec7p v\u1ee5 quan tr\u1ecdng.<\/p>\n

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    \u0110i\u1ec3m c\u1ea7n ghi nh\u1edb<\/p>\n

    Gi\u00e1 tr\u1ecb c\u1ee7a AI-OCR kh\u00f4ng ch\u1ec9 n\u1eb1m \u1edf vi\u1ec7c \u0111\u1ecdc \u0111\u01b0\u1ee3c ch\u1eef. Quan tr\u1ecdng h\u01a1n l\u00e0 chuy\u1ec3n th\u00f4ng tin tr\u00ean ch\u1ee9ng t\u1eeb th\u00e0nh d\u1eef li\u1ec7u c\u00f3 th\u1ec3 s\u1eed d\u1ee5ng v\u00e0 k\u1ebft n\u1ed1i v\u1edbi c\u00e1c quy tr\u00ecnh nghi\u1ec7p v\u1ee5 ti\u1ebfp theo.<\/p>\n<\/div>\n

    <\/p>\n

    02. AI-OCR c\u00f3 th\u1ec3 x\u1eed l\u00fd nh\u1eefng lo\u1ea1i ch\u1ee9ng t\u1eeb n\u00e0o?<\/h2>\n

    AI-OCR c\u00f3 th\u1ec3 h\u1ed7 tr\u1ee3 s\u1ed1 h\u00f3a nhi\u1ec1u lo\u1ea1i t\u00e0i li\u1ec7u doanh nghi\u1ec7p. Tuy nhi\u00ean, th\u00f4ng tin c\u00f3 th\u1ec3 tr\u00edch xu\u1ea5t v\u00e0 \u0111\u1ed9 ch\u00ednh x\u00e1c ph\u1ee5 thu\u1ed9c v\u00e0o ch\u1ea5t l\u01b0\u1ee3ng t\u00e0i li\u1ec7u, b\u1ed1 c\u1ee5c v\u00e0 c\u00f4ng ngh\u1ec7 \u0111\u01b0\u1ee3c l\u1ef1a ch\u1ecdn.<\/p>\n

    \n\n\n\n\n\n\n\n\n\n\n
    Lo\u1ea1i ch\u1ee9ng t\u1eeb<\/th>\nTh\u00f4ng tin c\u00f3 th\u1ec3 tr\u00edch xu\u1ea5t<\/th>\nH\u1ec7 th\u1ed1ng \u1ee9ng d\u1ee5ng<\/th>\n<\/tr>\n<\/thead>\n
    \u0110\u01a1n \u0111\u1eb7t h\u00e0ng<\/strong><\/td>\nNg\u00e0y \u0111\u1eb7t h\u00e0ng, m\u00e3 h\u00e0ng, s\u1ed1 l\u01b0\u1ee3ng, \u0111\u01a1n gi\u00e1<\/td>\nQu\u1ea3n l\u00fd b\u00e1n h\u00e0ng, \u0111\u01a1n h\u00e0ng<\/td>\n<\/tr>\n
    H\u00f3a \u0111\u01a1n<\/strong><\/td>\nNh\u00e0 cung c\u1ea5p, s\u1ed1 ti\u1ec1n, h\u1ea1n thanh to\u00e1n<\/td>\nK\u1ebf to\u00e1n, t\u00e0i ch\u00ednh<\/td>\n<\/tr>\n
    Phi\u1ebfu giao h\u00e0ng<\/strong><\/td>\nT\u00ean h\u00e0ng, m\u00e3 h\u00e0ng, s\u1ed1 l\u01b0\u1ee3ng, ng\u00e0y giao<\/td>\nKho v\u1eadn, qu\u1ea3n l\u00fd t\u1ed3n kho<\/td>\n<\/tr>\n
    Phi\u1ebfu ki\u1ec3m tra ch\u1ea5t l\u01b0\u1ee3ng<\/strong><\/td>\nH\u1ea1ng m\u1ee5c ki\u1ec3m tra, gi\u00e1 tr\u1ecb \u0111o, k\u1ebft qu\u1ea3<\/td>\nQu\u1ea3n l\u00fd ch\u1ea5t l\u01b0\u1ee3ng, MES<\/td>\n<\/tr>\n
    B\u00e1o c\u00e1o s\u1ea3n xu\u1ea5t<\/strong><\/td>\nNg\u00e0y s\u1ea3n xu\u1ea5t, thi\u1ebft b\u1ecb, nh\u00e2n vi\u00ean, s\u1ea3n l\u01b0\u1ee3ng<\/td>\nQu\u1ea3n l\u00fd s\u1ea3n xu\u1ea5t, thi\u1ebft b\u1ecb<\/td>\n<\/tr>\n
    Phi\u1ebfu \u0111\u0103ng k\u00fd, \u0111\u1ec1 ngh\u1ecb<\/strong><\/td>\nNg\u01b0\u1eddi \u0111\u0103ng k\u00fd, ng\u00e0y g\u1eedi, n\u1ed9i dung y\u00eau c\u1ea7u<\/td>\nQuy tr\u00ecnh ph\u00ea duy\u1ec7t n\u1ed9i b\u1ed9<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n

    V\u00ed d\u1ee5, doanh nghi\u1ec7p c\u00f3 th\u1ec3 s\u1eed d\u1ee5ng AI-OCR \u0111\u1ec3 tr\u00edch xu\u1ea5t m\u00e3 s\u1ea3n ph\u1ea9m v\u00e0 s\u1ed1 l\u01b0\u1ee3ng t\u1eeb \u0111\u01a1n \u0111\u1eb7t h\u00e0ng c\u1ee7a kh\u00e1ch, sau \u0111\u00f3 \u0111\u1ed1i chi\u1ebfu v\u1edbi danh m\u1ee5c s\u1ea3n ph\u1ea9m n\u1ed9i b\u1ed9 tr\u01b0\u1edbc khi t\u1ea1o d\u1eef li\u1ec7u \u0111\u01a1n h\u00e0ng.<\/p>\n

    Trong s\u1ea3n xu\u1ea5t, c\u00e1c gi\u00e1 tr\u1ecb \u0111o l\u01b0\u1eddng \u0111\u01b0\u1ee3c ghi b\u1eb1ng tay tr\u00ean phi\u1ebfu ki\u1ec3m tra c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c tr\u00edch xu\u1ea5t, x\u00e1c nh\u1eadn v\u00e0 chuy\u1ec3n v\u00e0o h\u1ec7 th\u1ed1ng qu\u1ea3n l\u00fd ch\u1ea5t l\u01b0\u1ee3ng.<\/p>\n

    M\u1ed9t s\u1ed1 th\u00e0nh ph\u1ea7n nh\u01b0 \u00f4 \u0111\u00e1nh d\u1ea5u, con d\u1ea5u, b\u1ea3n v\u1ebd k\u1ef9 thu\u1eadt ho\u1eb7c b\u1ea3ng bi\u1ec3u ph\u1ee9c t\u1ea1p c\u00f3 th\u1ec3 c\u1ea7n c\u00f4ng ngh\u1ec7 x\u1eed l\u00fd chuy\u00ean bi\u1ec7t ngo\u00e0i OCR c\u01a1 b\u1ea3n. V\u00ec v\u1eady, c\u1ea7n ki\u1ec3m ch\u1ee9ng tr\u00ean nh\u1eefng t\u00e0i li\u1ec7u th\u1ef1c t\u1ebf tr\u01b0\u1edbc khi tri\u1ec3n khai.<\/p>\n

    <\/p>\n

    03. Quy tr\u00ecnh AI-OCR ho\u1ea1t \u0111\u1ed9ng nh\u01b0 th\u1ebf n\u00e0o? T\u1eeb tr\u00edch xu\u1ea5t \u0111\u1ebfn t\u00edch h\u1ee3p h\u1ec7 th\u1ed1ng<\/h2>\n

    T\u1ef1 \u0111\u1ed9ng h\u00f3a x\u1eed l\u00fd ch\u1ee9ng t\u1eeb kh\u00f4ng k\u1ebft th\u00fac \u1edf b\u01b0\u1edbc nh\u1eadn d\u1ea1ng ch\u1eef.<\/p>\n

    Trong th\u1ef1c t\u1ebf, th\u00f4ng tin tr\u00edch xu\u1ea5t th\u01b0\u1eddng c\u1ea7n \u0111\u01b0\u1ee3c ki\u1ec3m tra, ch\u1ec9nh s\u1eeda, \u0111\u1ed1i chi\u1ebfu v\u1edbi d\u1eef li\u1ec7u tham chi\u1ebfu v\u00e0 chuy\u1ec3n v\u00e0o h\u1ec7 th\u1ed1ng nghi\u1ec7p v\u1ee5 hi\u1ec7n c\u00f3.<\/p>\n

    \"Operating<\/p>\n

    \n
    \n

    DOCUMENT PROCESSING WORKFLOW<\/p>\n

    Quy tr\u00ecnh x\u1eed l\u00fd ch\u1ee9ng t\u1eeb b\u1eb1ng AI-OCR<\/p>\n

    \n
    01<\/strong><\/p>\n
    Ti\u1ebfp nh\u1eadn t\u00e0i li\u1ec7u<\/div>\n<\/div>\n

    \u2192<\/span><\/p>\n

    02<\/strong><\/p>\n
    Tr\u00edch xu\u1ea5t d\u1eef li\u1ec7u<\/div>\n<\/div>\n

    \u2192<\/span><\/p>\n

    03<\/strong><\/p>\n
    Ki\u1ec3m tra, \u0111\u1ed1i chi\u1ebfu<\/div>\n<\/div>\n

    \u2192<\/span><\/p>\n

    04<\/strong><\/p>\n
    T\u00edch h\u1ee3p h\u1ec7 th\u1ed1ng<\/div>\n<\/div>\n<\/div>\n

    Nh\u1eefng th\u00f4ng tin c\u1ea7n x\u00e1c minh s\u1ebd \u0111\u01b0\u1ee3c ch\u1ec9nh s\u1eeda v\u00e0 ph\u00ea duy\u1ec7t tr\u01b0\u1edbc khi c\u1eadp nh\u1eadt v\u00e0o h\u1ec7 th\u1ed1ng.<\/p>\n<\/div>

    H\u00ecnh 2. Quy tr\u00ecnh k\u1ebft h\u1ee3p AI-OCR, x\u00e1c th\u1ef1c d\u1eef li\u1ec7u v\u00e0 t\u00edch h\u1ee3p h\u1ec7 th\u1ed1ng doanh nghi\u1ec7p.<\/figcaption><\/figure>\n

    B\u01b0\u1edbc 1: Ti\u1ebfp nh\u1eadn t\u00e0i li\u1ec7u<\/h3>\n

    T\u00e0i li\u1ec7u \u0111\u01b0\u1ee3c thu th\u1eadp t\u1eeb m\u00e1y scan, email \u0111\u00ednh k\u00e8m ho\u1eb7c giao di\u1ec7n t\u1ea3i t\u1ec7p. H\u1ec7 th\u1ed1ng c\u00f3 th\u1ec3 x\u1eed l\u00fd s\u01a1 b\u1ed9 \u0111\u1ec3 \u0111i\u1ec1u ch\u1ec9nh \u0111\u1ed9 nghi\u00eang, c\u1ea3i thi\u1ec7n \u0111\u1ed9 r\u00f5 n\u00e9t v\u00e0 gi\u1ea3m nhi\u1ec5u h\u00ecnh \u1ea3nh.<\/p>\n

    B\u01b0\u1edbc 2: Nh\u1eadn d\u1ea1ng k\u00fd t\u1ef1 v\u00e0 tr\u00edch xu\u1ea5t th\u00f4ng tin<\/h3>\n

    AI-OCR nh\u1eadn d\u1ea1ng ch\u1eef v\u00e0 tr\u00edch xu\u1ea5t nh\u1eefng tr\u01b0\u1eddng d\u1eef li\u1ec7u c\u1ea7n thi\u1ebft nh\u01b0 t\u00ean nh\u00e0 cung c\u1ea5p, m\u00e3 h\u00e0ng, s\u1ed1 l\u01b0\u1ee3ng v\u00e0 s\u1ed1 ti\u1ec1n. V\u1edbi t\u00e0i li\u1ec7u ph\u1ee9c t\u1ea1p, h\u1ec7 th\u1ed1ng c\u00f3 th\u1ec3 c\u1ea7n th\u00eam ch\u1ee9c n\u0103ng ph\u00e2n t\u00edch b\u1ed1 c\u1ee5c ho\u1eb7c nh\u1eadn d\u1ea1ng c\u1ea5u tr\u00fac b\u1ea3ng.<\/p>\n

    B\u01b0\u1edbc 3: Ki\u1ec3m tra, ch\u1ec9nh s\u1eeda v\u00e0 \u0111\u1ed1i chi\u1ebfu d\u1eef li\u1ec7u<\/h3>\n

    Th\u00f4ng tin tr\u00edch xu\u1ea5t \u0111\u01b0\u1ee3c hi\u1ec3n th\u1ecb tr\u00ean giao di\u1ec7n x\u00e1c nh\u1eadn \u0111\u1ec3 nh\u00e2n vi\u00ean ki\u1ec3m tra v\u00e0 ch\u1ec9nh s\u1eeda khi c\u1ea7n thi\u1ebft. H\u1ec7 th\u1ed1ng c\u0169ng c\u00f3 th\u1ec3 \u0111\u1ed1i chi\u1ebfu v\u1edbi danh m\u1ee5c s\u1ea3n ph\u1ea9m, d\u1eef li\u1ec7u nh\u00e0 cung c\u1ea5p, \u0111\u01a1n \u0111\u1eb7t h\u00e0ng ho\u1eb7c ngu\u1ed3n d\u1eef li\u1ec7u tham chi\u1ebfu kh\u00e1c.<\/p>\n

    B\u01b0\u1edbc 4: T\u00edch h\u1ee3p v\u1edbi h\u1ec7 th\u1ed1ng nghi\u1ec7p v\u1ee5<\/h3>\n

    D\u1eef li\u1ec7u \u0111\u00e3 x\u00e1c nh\u1eadn \u0111\u01b0\u1ee3c chuy\u1ec3n v\u00e0o ERP, k\u1ebf to\u00e1n, qu\u1ea3n l\u00fd b\u00e1n h\u00e0ng ho\u1eb7c MES th\u00f4ng qua API, CSV, x\u1eed l\u00fd theo l\u00f4 hay c\u00e1c ph\u01b0\u01a1ng th\u1ee9c t\u00edch h\u1ee3p ph\u00f9 h\u1ee3p.<\/p>\n

    N\u1ebfu h\u1ec7 th\u1ed1ng c\u0169 kh\u00f4ng cung c\u1ea5p API, \u0111\u1ed9i ng\u0169 ph\u00e1t tri\u1ec3n c\u1ea7n \u0111\u00e1nh gi\u00e1 nh\u1eefng giao di\u1ec7n s\u1eb5n c\u00f3 v\u00e0 c\u00e1c gi\u1edbi h\u1ea1n v\u1eadn h\u00e0nh tr\u01b0\u1edbc khi l\u1ef1a ch\u1ecdn ph\u01b0\u01a1ng \u00e1n k\u1ebft n\u1ed1i.<\/p>\n

    \n

    L\u01b0u \u00fd khi tri\u1ec3n khai<\/p>\n

    Kh\u00f4ng n\u00ean t\u1ef1 \u0111\u1ed9ng ghi to\u00e0n b\u1ed9 k\u1ebft qu\u1ea3 AI-OCR v\u00e0o h\u1ec7 th\u1ed1ng m\u00e0 kh\u00f4ng ki\u1ec3m tra. Nh\u1eefng d\u1eef li\u1ec7u quan tr\u1ecdng c\u1ea7n c\u00f3 b\u01b0\u1edbc x\u00e1c th\u1ef1c, \u0111\u1ed1i chi\u1ebfu v\u00e0 ph\u00ea duy\u1ec7t ph\u00f9 h\u1ee3p \u0111\u1ec3 h\u1ea1n ch\u1ebf sai s\u00f3t.<\/p>\n<\/div>\n

    <\/p>\n

    04. \u1ee8ng d\u1ee5ng AI-OCR trong s\u1ea3n xu\u1ea5t, logistics v\u00e0 k\u1ebf to\u00e1n<\/h2>\n

    AI-OCR \u0111\u1eb7c bi\u1ec7t ph\u00f9 h\u1ee3p \u0111\u1ec3 xem x\u00e9t \u1ee9ng d\u1ee5ng trong nh\u1eefng quy tr\u00ecnh ph\u1ea3i x\u1eed l\u00fd ch\u1ee9ng t\u1eeb l\u1eb7p \u0111i l\u1eb7p l\u1ea1i v\u00e0 chuy\u1ec3n d\u1eef li\u1ec7u th\u1ee7 c\u00f4ng t\u1eeb gi\u1ea5y sang h\u1ec7 th\u1ed1ng s\u1ed1.<\/p>\n

    D\u01b0\u1edbi \u0111\u00e2y l\u00e0 m\u1ed9t s\u1ed1 t\u00ecnh hu\u1ed1ng \u1ee9ng d\u1ee5ng \u0111i\u1ec3n h\u00ecnh.<\/p>\n

    S\u1ea3n xu\u1ea5t: S\u1ed1 h\u00f3a phi\u1ebfu ki\u1ec3m tra ch\u1ea5t l\u01b0\u1ee3ng v\u00e0 b\u00e1o c\u00e1o s\u1ea3n xu\u1ea5t<\/h3>\n

    Nhi\u1ec1u nh\u00e0 m\u00e1y v\u1eabn s\u1eed d\u1ee5ng phi\u1ebfu ki\u1ec3m tra thi\u1ebft b\u1ecb, bi\u00ean b\u1ea3n ch\u1ea5t l\u01b0\u1ee3ng v\u00e0 b\u00e1o c\u00e1o s\u1ea3n xu\u1ea5t h\u1eb1ng ng\u00e0y d\u01b0\u1edbi d\u1ea1ng gi\u1ea5y.<\/p>\n

    AI-OCR c\u00f3 th\u1ec3 h\u1ed7 tr\u1ee3 tr\u00edch xu\u1ea5t c\u00e1c gi\u00e1 tr\u1ecb \u0111o v\u00e0 d\u1eef li\u1ec7u v\u1eadn h\u00e0nh t\u1eeb nh\u1eefng bi\u1ec3u m\u1eabu n\u00e0y. Sau khi x\u00e1c th\u1ef1c, th\u00f4ng tin \u0111\u01b0\u1ee3c chuy\u1ec3n v\u00e0o h\u1ec7 th\u1ed1ng qu\u1ea3n l\u00fd ch\u1ea5t l\u01b0\u1ee3ng ho\u1eb7c MES.<\/p>\n

    C\u00e1ch ti\u1ebfp c\u1eadn n\u00e0y c\u00f3 th\u1ec3 gi\u1ea3m thao t\u00e1c nh\u1eadp d\u1eef li\u1ec7u l\u1eb7p l\u1ea1i v\u00e0 gi\u00fap vi\u1ec7c t\u00ecm ki\u1ebfm, ph\u00e2n t\u00edch l\u1ecbch s\u1eed s\u1ea3n xu\u1ea5t thu\u1eadn ti\u1ec7n h\u01a1n. Tuy nhi\u00ean, nh\u1eadn d\u1ea1ng sai gi\u00e1 tr\u1ecb \u0111o ho\u1eb7c k\u1ebft qu\u1ea3 ki\u1ec3m tra c\u00f3 th\u1ec3 \u1ea3nh h\u01b0\u1edfng \u0111\u1ebfn quy\u1ebft \u0111\u1ecbnh ch\u1ea5t l\u01b0\u1ee3ng, n\u00ean nh\u1eefng tr\u01b0\u1eddng d\u1eef li\u1ec7u quan tr\u1ecdng c\u1ea7n \u0111\u01b0\u1ee3c ki\u1ec3m ch\u1ee9ng.<\/p>\n

    Logistics v\u00e0 b\u00e1n bu\u00f4n: T\u1ef1 \u0111\u1ed9ng h\u00f3a x\u1eed l\u00fd \u0111\u01a1n \u0111\u1eb7t h\u00e0ng, phi\u1ebfu giao h\u00e0ng<\/h3>\n

    Doanh nghi\u1ec7p logistics v\u00e0 nh\u00e0 ph\u00e2n ph\u1ed1i th\u01b0\u1eddng nh\u1eadn \u0111\u01a1n \u0111\u1eb7t h\u00e0ng, phi\u1ebfu giao h\u00e0ng t\u1eeb nhi\u1ec1u \u0111\u1ed1i t\u00e1c v\u1edbi bi\u1ec3u m\u1eabu kh\u00e1c nhau.<\/p>\n

    AI-OCR c\u00f3 th\u1ec3 tr\u00edch xu\u1ea5t m\u00e3 h\u00e0ng, s\u1ed1 l\u01b0\u1ee3ng v\u00e0 ng\u00e0y giao h\u00e0ng, sau \u0111\u00f3 \u0111\u1ed1i chi\u1ebfu v\u1edbi danh m\u1ee5c s\u1ea3n ph\u1ea9m v\u00e0 h\u1ec7 th\u1ed1ng qu\u1ea3n l\u00fd \u0111\u01a1n h\u00e0ng.<\/p>\n

    Trong tr\u01b0\u1eddng h\u1ee3p m\u1ed7i \u0111\u1ed1i t\u00e1c s\u1eed d\u1ee5ng m\u00e3 s\u1ea3n ph\u1ea9m ho\u1eb7c c\u00e1ch \u0111\u1eb7t t\u00ean kh\u00e1c nhau, c\u1ea7n b\u1ed5 sung quy t\u1eafc chuy\u1ec3n \u0111\u1ed5i m\u00e3 v\u00e0 quy tr\u00ecnh x\u1eed l\u00fd ngo\u1ea1i l\u1ec7.<\/p>\n

    K\u1ebf to\u00e1n: H\u1ed7 tr\u1ee3 x\u1eed l\u00fd h\u00f3a \u0111\u01a1n v\u00e0 \u0111\u1ed1i chi\u1ebfu d\u1eef li\u1ec7u<\/h3>\n

    AI-OCR c\u00f3 th\u1ec3 tr\u00edch xu\u1ea5t t\u00ean nh\u00e0 cung c\u1ea5p, s\u1ed1 ti\u1ec1n, ng\u00e0y h\u00f3a \u0111\u01a1n v\u00e0 h\u1ea1n thanh to\u00e1n \u0111\u1ec3 h\u1ed7 tr\u1ee3 nh\u1eadp d\u1eef li\u1ec7u v\u00e0o ph\u1ea7n m\u1ec1m k\u1ebf to\u00e1n.<\/p>\n

    Khi k\u1ebft h\u1ee3p v\u1edbi d\u1eef li\u1ec7u \u0111\u01a1n mua h\u00e0ng v\u00e0 phi\u1ebfu giao nh\u1eadn, h\u1ec7 th\u1ed1ng c\u00f2n c\u00f3 th\u1ec3 h\u1ed7 tr\u1ee3 ph\u00e1t hi\u1ec7n ch\u00eanh l\u1ec7ch v\u00e0 x\u00e1c \u0111\u1ecbnh nh\u1eefng ch\u1ee9ng t\u1eeb c\u1ea7n ki\u1ec3m tra th\u1ee7 c\u00f4ng.<\/p>\n

    Doanh nghi\u1ec7p v\u1eabn ph\u1ea3i tu\u00e2n th\u1ee7 c\u00e1c y\u00eau c\u1ea7u ph\u00e1p lu\u1eadt li\u00ean quan \u0111\u1ebfn k\u1ebf to\u00e1n, thu\u1ebf v\u00e0 l\u01b0u tr\u1eef ch\u1ee9ng t\u1eeb. Vi\u1ec7c s\u1ed1 h\u00f3a h\u00f3a \u0111\u01a1n b\u1eb1ng AI-OCR kh\u00f4ng \u0111\u1ed3ng ngh\u0129a v\u1edbi vi\u1ec7c t\u1ef1 \u0111\u1ed9ng \u0111\u00e1p \u1ee9ng m\u1ecdi ngh\u0129a v\u1ee5 ph\u00e1p l\u00fd.<\/p>\n

    <\/p>\n

    05. \u0110\u1ed9 ch\u00ednh x\u00e1c, gi\u1edbi h\u1ea1n c\u00f4ng ngh\u1ec7 v\u00e0 b\u1ea3o m\u1eadt khi tri\u1ec3n khai AI-OCR<\/h2>\n

    \u0110\u1ed9 ch\u00ednh x\u00e1c nh\u1eadn d\u1ea1ng l\u00e0 m\u1ed9t trong nh\u1eefng y\u1ebfu t\u1ed1 quan tr\u1ecdng nh\u1ea5t khi \u0111\u00e1nh gi\u00e1 gi\u1ea3i ph\u00e1p AI-OCR.<\/p>\n

    Kh\u00f4ng c\u00f3 h\u1ec7 th\u1ed1ng OCR n\u00e0o c\u00f3 th\u1ec3 b\u1ea3o \u0111\u1ea3m nh\u1eadn d\u1ea1ng ho\u00e0n h\u1ea3o m\u1ecdi lo\u1ea1i t\u00e0i li\u1ec7u. K\u1ebft qu\u1ea3 ph\u1ee5 thu\u1ed9c v\u00e0o ch\u1ea5t l\u01b0\u1ee3ng b\u1ea3n g\u1ed1c, b\u1ed1 c\u1ee5c v\u00e0 kh\u1ea3 n\u0103ng c\u1ee7a gi\u1ea3i ph\u00e1p \u0111\u01b0\u1ee3c l\u1ef1a ch\u1ecdn.<\/p>\n

    Nh\u1eefng y\u1ebfu t\u1ed1 \u1ea3nh h\u01b0\u1edfng \u0111\u1ebfn \u0111\u1ed9 ch\u00ednh x\u00e1c<\/h3>\n
      \n
    • \u0110\u1ed9 ph\u00e2n gi\u1ea3i, \u0111\u1ed9 nghi\u00eang v\u00e0 ch\u1ea5t l\u01b0\u1ee3ng b\u1ea3n scan<\/li>\n
    • Ki\u1ec3u ch\u1eef vi\u1ebft tay v\u00e0 c\u00e1c k\u00fd t\u1ef1 ch\u1ed3ng l\u1ea5n<\/li>\n
    • Con d\u1ea5u, \u0111\u01b0\u1eddng k\u1ebb b\u1ea3ng, m\u00e0u n\u1ec1n v\u00e0 nhi\u1ec5u h\u00ecnh \u1ea3nh<\/li>\n
    • B\u1ea3ng ph\u1ee9c t\u1ea1p ho\u1eb7c danh s\u00e1ch k\u00e9o d\u00e0i qua nhi\u1ec1u trang<\/li>\n
    • S\u1ef1 kh\u00e1c bi\u1ec7t v\u1ec1 b\u1ed1 c\u1ee5c ch\u1ee9ng t\u1eeb gi\u1eefa c\u00e1c \u0111\u1ed1i t\u00e1c<\/li>\n
    • T\u00e0i li\u1ec7u s\u1eed d\u1ee5ng \u0111\u1ed3ng th\u1eddi nhi\u1ec1u ng\u00f4n ng\u1eef<\/li>\n<\/ul>\n

      \u0110\u1ed9 ch\u00ednh x\u00e1c nh\u1eadn d\u1ea1ng k\u00fd t\u1ef1 kh\u00e1c v\u1edbi \u0111\u1ed9 ch\u00ednh x\u00e1c nghi\u1ec7p v\u1ee5<\/h3>\n

      V\u00ed d\u1ee5, h\u1ec7 th\u1ed1ng AI-OCR c\u00f3 th\u1ec3 nh\u1eadn d\u1ea1ng \u0111\u00fang ph\u1ea7n l\u1edbn k\u00fd t\u1ef1 tr\u00ean m\u1ed9t h\u00f3a \u0111\u01a1n nh\u01b0ng \u0111\u1ecdc sai m\u1ed9t ch\u1eef s\u1ed1 trong t\u1ed5ng s\u1ed1 ti\u1ec1n.<\/p>\n

      M\u1eb7c d\u00f9 t\u1ef7 l\u1ec7 nh\u1eadn d\u1ea1ng k\u00fd t\u1ef1 t\u1ed5ng th\u1ec3 v\u1eabn cao, ch\u1ec9 m\u1ed9t l\u1ed7i nh\u01b0 v\u1eady c\u0169ng c\u00f3 th\u1ec3 g\u00e2y h\u1eadu qu\u1ea3 \u0111\u00e1ng k\u1ec3 trong ho\u1ea1t \u0111\u1ed9ng kinh doanh.<\/p>\n

      V\u00ec v\u1eady, khi th\u1eed nghi\u1ec7m PoC, doanh nghi\u1ec7p c\u1ea7n \u0111\u00e1nh gi\u00e1 \u0111\u1ed9 ch\u00ednh x\u00e1c tr\u00edch xu\u1ea5t theo t\u1eebng tr\u01b0\u1eddng d\u1eef li\u1ec7u quan tr\u1ecdng<\/strong> nh\u01b0 m\u00e3 h\u00e0ng, s\u1ed1 ti\u1ec1n, s\u1ed1 l\u01b0\u1ee3ng v\u00e0 ng\u00e0y th\u00e1ng, thay v\u00ec ch\u1ec9 d\u1ef1a v\u00e0o t\u1ef7 l\u1ec7 nh\u1eadn d\u1ea1ng k\u00fd t\u1ef1 chung.<\/p>\n

      Th\u1eddi gian ch\u1ec9nh s\u1eeda, t\u1ef7 l\u1ec7 tr\u01b0\u1eddng h\u1ee3p c\u1ea7n x\u1eed l\u00fd ngo\u1ea1i l\u1ec7 v\u00e0 t\u1ed5ng th\u1eddi gian ho\u00e0n th\u00e0nh quy tr\u00ecnh c\u0169ng n\u00ean \u0111\u01b0\u1ee3c \u0111o l\u01b0\u1eddng \u0111\u1ec3 x\u00e1c \u0111\u1ecbnh hi\u1ec7u qu\u1ea3 th\u1ef1c t\u1ebf.<\/p>\n

      B\u1ea3o m\u1eadt v\u00e0 qu\u1ea3n tr\u1ecb d\u1eef li\u1ec7u<\/h3>\n

      Ch\u1ee9ng t\u1eeb doanh nghi\u1ec7p c\u00f3 th\u1ec3 ch\u1ee9a th\u00f4ng tin th\u01b0\u01a1ng m\u1ea1i b\u00ed m\u1eadt ho\u1eb7c d\u1eef li\u1ec7u c\u00e1 nh\u00e2n.<\/p>\n

      Khi s\u1eed d\u1ee5ng d\u1ecbch v\u1ee5 AI-OCR tr\u00ean cloud, c\u1ea7n ki\u1ec3m tra d\u1eef li\u1ec7u \u0111\u01b0\u1ee3c truy\u1ec1n \u0111\u1ebfn \u0111\u00e2u, l\u01b0u tr\u1eef trong bao l\u00e2u, ai c\u00f3 quy\u1ec1n truy c\u1eadp v\u00e0 nh\u00e0 cung c\u1ea5p c\u00f3 \u0111\u01b0\u1ee3c ph\u00e9p s\u1eed d\u1ee5ng d\u1eef li\u1ec7u cho m\u1ee5c \u0111\u00edch kh\u00e1c hay kh\u00f4ng.<\/p>\n

      V\u1edbi t\u00e0i li\u1ec7u c\u00f3 m\u1ee9c \u0111\u1ed9 nh\u1ea1y c\u1ea3m cao, doanh nghi\u1ec7p c\u00f3 th\u1ec3 c\u1ea7n so s\u00e1nh ph\u01b0\u01a1ng \u00e1n tri\u1ec3n khai cloud v\u00e0 on-premises d\u1ef1a tr\u00ean ch\u00ednh s\u00e1ch b\u1ea3o m\u1eadt n\u1ed9i b\u1ed9.<\/p>\n

      \n

      Ti\u00eau ch\u00ed \u0111\u00e1nh gi\u00e1 quan tr\u1ecdng<\/p>\n

      Kh\u00f4ng ch\u1ec9 \u0111o \u0111\u1ed9 ch\u00ednh x\u00e1c nh\u1eadn d\u1ea1ng. H\u00e3y \u0111\u00e1nh gi\u00e1 c\u1ea3 th\u1eddi gian nh\u00e2n vi\u00ean ph\u1ea3i ki\u1ec3m tra, s\u1eeda l\u1ed7i v\u00e0 x\u1eed l\u00fd ngo\u1ea1i l\u1ec7 \u0111\u1ec3 bi\u1ebft AI-OCR c\u00f3 th\u1ef1c s\u1ef1 c\u1ea3i thi\u1ec7n hi\u1ec7u su\u1ea5t hay kh\u00f4ng.<\/p>\n<\/div>\n

      <\/p>\n

      06. Chi ph\u00ed tri\u1ec3n khai AI-OCR v\u00e0 l\u1ed9 tr\u00ecnh th\u1ef1c hi\u1ec7n trong 5 b\u01b0\u1edbc<\/h2>\n

      Chi ph\u00ed tri\u1ec3n khai AI-OCR ph\u1ee5 thu\u1ed9c v\u00e0o lo\u1ea1i ch\u1ee9ng t\u1eeb, kh\u1ed1i l\u01b0\u1ee3ng x\u1eed l\u00fd, y\u00eau c\u1ea7u v\u1ec1 \u0111\u1ed9 ch\u00ednh x\u00e1c, m\u1ee9c \u0111\u1ed9 ph\u1ee9c t\u1ea1p c\u1ee7a vi\u1ec7c t\u00edch h\u1ee3p v\u00e0 nhu c\u1ea7u v\u1eadn h\u00e0nh.<\/p>\n

      C\u01a1 c\u1ea5u chi ph\u00ed c\u0169ng kh\u00e1c nhau gi\u1eefa ph\u01b0\u01a1ng \u00e1n s\u1eed d\u1ee5ng d\u1ecbch v\u1ee5 AI-OCR c\u00f3 s\u1eb5n v\u00e0 ph\u00e1t tri\u1ec3n h\u1ec7 th\u1ed1ng x\u1eed l\u00fd ch\u1ee9ng t\u1eeb t\u00f9y ch\u1ec9nh.<\/p>\n

      \n\n\n\n\n\n\n\n\n\n
      H\u1ea1ng m\u1ee5c chi ph\u00ed<\/th>\nN\u1ed9i dung c\u00f4ng vi\u1ec7c<\/th>\n<\/tr>\n<\/thead>\n
      Ph\u00e2n t\u00edch v\u00e0 thi\u1ebft l\u1eadp ban \u0111\u1ea7u<\/strong><\/td>\n\u0110\u00e1nh gi\u00e1 ch\u1ee9ng t\u1eeb, tr\u01b0\u1eddng d\u1eef li\u1ec7u c\u1ea7n tr\u00edch xu\u1ea5t, quy t\u1eafc x\u1eed l\u00fd<\/td>\n<\/tr>\n
      Ph\u00ed d\u1ecbch v\u1ee5 AI-OCR<\/strong><\/td>\nPh\u00ed theo s\u1ed1 trang, kh\u1ed1i l\u01b0\u1ee3ng x\u1eed l\u00fd ho\u1eb7c g\u00f3i d\u1ecbch v\u1ee5<\/td>\n<\/tr>\n
      Ph\u00e1t tri\u1ec3n \u1ee9ng d\u1ee5ng<\/strong><\/td>\nGiao di\u1ec7n x\u00e1c nh\u1eadn, ph\u00ea duy\u1ec7t, x\u1eed l\u00fd ngo\u1ea1i l\u1ec7<\/td>\n<\/tr>\n
      T\u00edch h\u1ee3p h\u1ec7 th\u1ed1ng<\/strong><\/td>\nAPI v\u00e0 k\u1ebft n\u1ed1i d\u1eef li\u1ec7u v\u1edbi ERP, MES, k\u1ebf to\u00e1n<\/td>\n<\/tr>\n
      V\u1eadn h\u00e0nh v\u00e0 b\u1ea3o tr\u00ec<\/strong><\/td>\nGi\u00e1m s\u00e1t, b\u1ed5 sung bi\u1ec3u m\u1eabu, thay \u0111\u1ed5i c\u1ea5u h\u00ecnh, h\u1ed7 tr\u1ee3 k\u1ef9 thu\u1eadt<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n

      Tr\u01b0\u1edbc khi \u0111\u1ea7u t\u01b0 tri\u1ec3n khai to\u00e0n di\u1ec7n, doanh nghi\u1ec7p c\u00f3 th\u1ec3 b\u1eaft \u0111\u1ea7u b\u1eb1ng m\u1ed9t PoC gi\u1edbi h\u1ea1n v\u1edbi c\u00e1c ch\u1ee9ng t\u1eeb \u0111\u1ea1i di\u1ec7n \u0111\u1ec3 \u0111\u00e1nh gi\u00e1 t\u00ednh kh\u1ea3 thi k\u1ef9 thu\u1eadt, \u0111\u1ed9 ch\u00ednh x\u00e1c tr\u00edch xu\u1ea5t v\u00e0 kh\u1ea3 n\u0103ng c\u1ea3i thi\u1ec7n quy tr\u00ecnh.<\/p>\n

      \"ocr<\/p>\n

      \n
      \n

      AI OCR IMPLEMENTATION ROADMAP<\/p>\n

      5 b\u01b0\u1edbc tri\u1ec3n khai AI-OCR cho doanh nghi\u1ec7p<\/p>\n

      \nPh\u00e2n t\u00edch nghi\u1ec7p v\u1ee5<\/span>
      \n\u2192<\/span>
      \nThu th\u1eadp ch\u1ee9ng t\u1eeb<\/span>
      \n\u2192<\/span>
      \nPoC & \u0110\u00e1nh gi\u00e1<\/span>
      \n\u2192<\/span>
      \nPh\u00e1t tri\u1ec3n & T\u00edch h\u1ee3p<\/span>
      \n\u2192<\/span>
      \nV\u1eadn h\u00e0nh<\/span>\n<\/div>\n

      Ki\u1ec3m ch\u1ee9ng gi\u1ea3i ph\u00e1p b\u1eb1ng ch\u1ee9ng t\u1eeb th\u1ef1c t\u1ebf tr\u01b0\u1edbc khi m\u1edf r\u1ed9ng tri\u1ec3n khai.<\/p>\n<\/div>

      H\u00ecnh 3. L\u1ed9 tr\u00ecnh 5 b\u01b0\u1edbc tri\u1ec3n khai AI-OCR v\u00e0 t\u1ef1 \u0111\u1ed9ng h\u00f3a x\u1eed l\u00fd ch\u1ee9ng t\u1eeb.<\/figcaption><\/figure>\n

      B\u01b0\u1edbc 1: Ph\u00e2n t\u00edch quy tr\u00ecnh nghi\u1ec7p v\u1ee5 v\u00e0 lo\u1ea1i ch\u1ee9ng t\u1eeb<\/h3>\n

      X\u00e1c \u0111\u1ecbnh s\u1ed1 l\u01b0\u1ee3ng ch\u1ee9ng t\u1eeb, \u0111\u1ecbnh d\u1ea1ng, quy tr\u00ecnh nh\u1eadp li\u1ec7u hi\u1ec7n t\u1ea1i, y\u00eau c\u1ea7u ki\u1ec3m tra v\u00e0 nh\u1eefng \u0111i\u1ec3m g\u00e2y ch\u1eadm tr\u1ec5. \u01afu ti\u00ean c\u00e1c c\u00f4ng \u0111o\u1ea1n c\u00f3 ti\u1ec1m n\u0103ng c\u1ea3i thi\u1ec7n hi\u1ec7u qu\u1ea3 r\u00f5 r\u00e0ng.<\/p>\n

      B\u01b0\u1edbc 2: Thu th\u1eadp ch\u1ee9ng t\u1eeb m\u1eabu \u0111\u1ea1i di\u1ec7n<\/h3>\n

      Thu th\u1eadp c\u00e1c file PDF v\u00e0 b\u1ea3n scan s\u1eed d\u1ee5ng trong ho\u1ea1t \u0111\u1ed9ng h\u1eb1ng ng\u00e0y. N\u00ean bao g\u1ed3m nhi\u1ec1u ki\u1ec3u b\u1ed1 c\u1ee5c, ch\u1eef vi\u1ebft tay, h\u00ecnh \u1ea3nh ch\u1ea5t l\u01b0\u1ee3ng th\u1ea5p v\u00e0 nh\u1eefng tr\u01b0\u1eddng h\u1ee3p kh\u00f3 \u0111\u1ec3 \u0111\u00e1nh gi\u00e1 th\u1ef1c t\u1ebf.<\/p>\n

      B\u01b0\u1edbc 3: Th\u1ef1c hi\u1ec7n Proof of Concept (PoC)<\/h3>\n

      \u0110\u00e1nh gi\u00e1 \u0111\u1ed9 ch\u00ednh x\u00e1c tr\u00edch xu\u1ea5t c\u00e1c tr\u01b0\u1eddng quan tr\u1ecdng, kh\u1ed1i l\u01b0\u1ee3ng ch\u1ec9nh s\u1eeda th\u1ee7 c\u00f4ng, th\u1eddi gian x\u1eed l\u00fd v\u00e0 c\u00e1c gi\u1edbi h\u1ea1n k\u1ef9 thu\u1eadt. S\u1eed d\u1ee5ng k\u1ebft qu\u1ea3 \u0111\u1ec3 quy\u1ebft \u0111\u1ecbnh ph\u01b0\u01a1ng \u00e1n tri\u1ec3n khai ch\u00ednh th\u1ee9c.<\/p>\n

      B\u01b0\u1edbc 4: Ph\u00e1t tri\u1ec3n v\u00e0 t\u00edch h\u1ee3p gi\u1ea3i ph\u00e1p<\/h3>\n

      X\u00e2y d\u1ef1ng giao di\u1ec7n x\u00e1c th\u1ef1c d\u1eef li\u1ec7u, ch\u1ee9c n\u0103ng \u0111\u1ed1i chi\u1ebfu danh m\u1ee5c, quy tr\u00ecnh ph\u00ea duy\u1ec7t v\u00e0 k\u1ebft n\u1ed1i v\u1edbi ERP, MES ho\u1eb7c c\u00e1c \u1ee9ng d\u1ee5ng nghi\u1ec7p v\u1ee5 kh\u00e1c.<\/p>\n

      B\u01b0\u1edbc 5: Tri\u1ec3n khai, gi\u00e1m s\u00e1t v\u00e0 c\u1ea3i ti\u1ebfn<\/h3>\n

      Sau khi v\u1eadn h\u00e0nh, theo d\u00f5i l\u1ed7i nh\u1eadn d\u1ea1ng, t\u00ecnh hu\u1ed1ng ngo\u1ea1i l\u1ec7 v\u00e0 m\u1ee9c \u0111\u1ed9 s\u1eed d\u1ee5ng. \u0110i\u1ec1u ch\u1ec9nh c\u1ea5u h\u00ecnh v\u00e0 m\u1edf r\u1ed9ng c\u00e1c lo\u1ea1i ch\u1ee9ng t\u1eeb \u0111\u01b0\u1ee3c h\u1ed7 tr\u1ee3 khi nhu c\u1ea7u thay \u0111\u1ed5i.<\/p>\n

      Kh\u00f4ng ph\u1ea3i d\u1ef1 \u00e1n n\u00e0o c\u0169ng c\u1ea7n m\u1ed9t giai \u0111o\u1ea1n PoC ri\u00eang bi\u1ec7t. Khi \u0111\u1ecbnh d\u1ea1ng ch\u1ee9ng t\u1eeb \u1ed5n \u0111\u1ecbnh v\u00e0 c\u00f4ng ngh\u1ec7 \u0111\u00e3 \u0111\u01b0\u1ee3c ki\u1ec3m ch\u1ee9ng cho m\u1ee5c \u0111\u00edch s\u1eed d\u1ee5ng t\u01b0\u01a1ng \u1ee9ng, doanh nghi\u1ec7p c\u00f3 th\u1ec3 \u0111\u01a1n gi\u1ea3n h\u00f3a quy tr\u00ecnh tri\u1ec3n khai.<\/p>\n

      <\/p>\n

      07. BAP h\u1ed7 tr\u1ee3 tri\u1ec3n khai AI-OCR v\u00e0 t\u1ef1 \u0111\u1ed9ng h\u00f3a ch\u1ee9ng t\u1eeb doanh nghi\u1ec7p nh\u01b0 th\u1ebf n\u00e0o?<\/h2>\n

      Tri\u1ec3n khai AI-OCR hi\u1ec7u qu\u1ea3 \u0111\u00f2i h\u1ecfi nhi\u1ec1u h\u01a1n c\u00f4ng ngh\u1ec7 nh\u1eadn d\u1ea1ng k\u00fd t\u1ef1. Doanh nghi\u1ec7p c\u00f2n c\u1ea7n quy t\u1eafc x\u1eed l\u00fd ph\u00f9 h\u1ee3p v\u1edbi t\u1eebng lo\u1ea1i ch\u1ee9ng t\u1eeb, quy tr\u00ecnh x\u00e1c th\u1ef1c, qu\u1ea3n l\u00fd d\u1eef li\u1ec7u an to\u00e0n v\u00e0 t\u00edch h\u1ee3p v\u1edbi c\u00e1c \u1ee9ng d\u1ee5ng hi\u1ec7n c\u00f3.<\/p>\n

      BAP cung c\u1ea5p d\u1ecbch v\u1ee5 ph\u00e1t tri\u1ec3n gi\u1ea3i ph\u00e1p \u1ee9ng d\u1ee5ng AI v\u00e0 OCR, \u0111\u1ed3ng th\u1eddi c\u00f3 n\u0103ng l\u1ef1c ph\u00e1t tri\u1ec3n ph\u1ea7n m\u1ec1m doanh nghi\u1ec7p, bao g\u1ed3m \u1ee9ng d\u1ee5ng Web, ERP, MES, c\u01a1 s\u1edf d\u1eef li\u1ec7u v\u00e0 t\u00edch h\u1ee3p API.<\/p>\n

      V\u1edbi \u0111\u1ed9i ng\u0169 ph\u00e1t tri\u1ec3n t\u1ea1i Nh\u1eadt B\u1ea3n v\u00e0 Vi\u1ec7t Nam, BAP c\u00f3 th\u1ec3 h\u1ed7 tr\u1ee3 doanh nghi\u1ec7p \u0111\u00e1nh gi\u00e1 t\u00ednh kh\u1ea3 thi k\u1ef9 thu\u1eadt, ph\u00e1t tri\u1ec3n \u1ee9ng d\u1ee5ng x\u1eed l\u00fd ch\u1ee9ng t\u1eeb, k\u1ebft n\u1ed1i h\u1ec7 th\u1ed1ng v\u00e0 b\u1ea3o tr\u00ec sau tri\u1ec3n khai.<\/p>\n

      <\/p>\n

      \n

      BAP SOLUTION JAPAN<\/p>\n

      B\u1ea1n mu\u1ed1n gi\u1ea3m th\u1eddi gian nh\u1eadp li\u1ec7u t\u1eeb ch\u1ee9ng t\u1eeb gi\u1ea5y v\u00e0 PDF?<\/p>\n

      D\u00f9 doanh nghi\u1ec7p mu\u1ed1n t\u1ef1 \u0111\u1ed9ng h\u00f3a nh\u1eadp \u0111\u01a1n \u0111\u1eb7t h\u00e0ng, s\u1ed1 h\u00f3a phi\u1ebfu ki\u1ec3m tra ch\u1ea5t l\u01b0\u1ee3ng hay k\u1ebft n\u1ed1i d\u1eef li\u1ec7u h\u00f3a \u0111\u01a1n v\u1edbi h\u1ec7 th\u1ed1ng hi\u1ec7n c\u00f3, BAP c\u00f3 th\u1ec3 h\u1ed7 tr\u1ee3 \u0111\u00e1nh gi\u00e1 nh\u1eefng ph\u01b0\u01a1ng \u00e1n tri\u1ec3n khai ph\u00f9 h\u1ee3p.<\/p>\n

      \u0110\u1ed9i ng\u0169 BAP c\u00f3 th\u1ec3 b\u1eaft \u0111\u1ea7u b\u1eb1ng vi\u1ec7c t\u00ecm hi\u1ec3u lo\u1ea1i ch\u1ee9ng t\u1eeb v\u00e0 quy tr\u00ecnh hi\u1ec7n t\u1ea1i, sau \u0111\u00f3 ki\u1ec3m ch\u1ee9ng \u0111\u1ed9 ch\u00ednh x\u00e1c nh\u1eadn d\u1ea1ng b\u1eb1ng c\u00e1c t\u00e0i li\u1ec7u m\u1eabu khi c\u1ea7n thi\u1ebft.<\/p>\n

      Li\u00ean h\u1ec7 BAP \u0111\u1ec3 trao \u0111\u1ed5i v\u1ec1 tri\u1ec3n khai AI-OCR v\u00e0 t\u00edch h\u1ee3p h\u1ec7 th\u1ed1ng doanh nghi\u1ec7p.<\/p>\n<\/div>\n

      <\/p>\n

      K\u1ebft lu\u1eadn:<\/strong> AI-OCR gi\u00fap doanh nghi\u1ec7p chuy\u1ec3n \u0111\u1ed5i th\u00f4ng tin t\u1eeb ch\u1ee9ng t\u1eeb gi\u1ea5y, PDF v\u00e0 bi\u1ec3u m\u1eabu vi\u1ebft tay th\u00e0nh d\u1eef li\u1ec7u s\u1ed1 c\u00f3 c\u1ea5u tr\u00fac. Tuy nhi\u00ean, ch\u1ec9 nh\u1eadn d\u1ea1ng k\u00fd t\u1ef1 ch\u01b0a \u0111\u1ee7 \u0111\u1ec3 t\u1ef1 \u0111\u1ed9ng h\u00f3a to\u00e0n b\u1ed9 quy tr\u00ecnh. M\u1ed9t gi\u1ea3i ph\u00e1p hi\u1ec7u qu\u1ea3 c\u00f2n c\u1ea7n x\u00e1c th\u1ef1c d\u1eef li\u1ec7u, \u0111\u1ed1i chi\u1ebfu danh m\u1ee5c, x\u1eed l\u00fd ngo\u1ea1i l\u1ec7 v\u00e0 t\u00edch h\u1ee3p v\u1edbi c\u00e1c h\u1ec7 th\u1ed1ng nghi\u1ec7p v\u1ee5 hi\u1ec7n c\u00f3. B\u1eb1ng c\u00e1ch ki\u1ec3m ch\u1ee9ng c\u00f4ng ngh\u1ec7 tr\u00ean t\u00e0i li\u1ec7u th\u1ef1c t\u1ebf v\u00e0 tri\u1ec3n khai theo t\u1eebng giai \u0111o\u1ea1n, doanh nghi\u1ec7p c\u00f3 th\u1ec3 x\u00e2y d\u1ef1ng quy tr\u00ecnh x\u1eed l\u00fd ch\u1ee9ng t\u1eeb hi\u1ec7u qu\u1ea3, \u0111\u00e1ng tin c\u1eady v\u00e0 ph\u00f9 h\u1ee3p \u0111\u1ec3 v\u1eadn h\u00e0nh l\u00e2u d\u00e0i.<\/p>\n<\/article>\n

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