{"id":11703,"date":"2026-08-12T15:46:05","date_gmt":"2026-08-12T08:46:05","guid":{"rendered":"https:\/\/vtiacademy.site\/?p=11703"},"modified":"2026-08-12T15:46:05","modified_gmt":"2026-08-12T08:46:05","slug":"business-intelligence-la-gi-cam-nang-bi","status":"publish","type":"post","link":"https:\/\/vtiacademy.site\/index.php\/business-intelligence-la-gi-cam-nang-bi\/","title":{"rendered":"Business Intelligence L\u00e0 G\u00ec? C\u1ea9m Nang To\u00e0n T\u1eadp V\u1ec1 H\u1ec7 Th\u1ed1ng BI"},"content":{"rendered":"

Trong th\u1eddi \u0111\u1ea1i k\u1ef9 thu\u1eadt s\u1ed1, d\u1eef li\u1ec7u \u0111\u00f3ng vai tr\u00f2 quy\u1ebft \u0111\u1ecbnh \u0111\u1ed1i v\u1edbi kh\u1ea3 n\u0103ng c\u1ea1nh tranh v\u00e0 s\u1ef1 th\u00e0nh b\u1ea1i c\u1ee7a m\u1ed9t t\u1ed5 ch\u1ee9c. Tuy nhi\u00ean, vi\u1ec7c thu th\u1eadp m\u1ed9t l\u01b0\u1ee3ng l\u1edbn d\u1eef li\u1ec7u th\u00f4 l\u00e0 ch\u01b0a \u0111\u1ee7; c\u00e1c nh\u00e0 qu\u1ea3n tr\u1ecb c\u1ea7n m\u1ed9t h\u1ec7 th\u1ed1ng c\u00f4ng c\u1ee5 m\u1ea1nh m\u1ebd \u0111\u1ec3 ph\u00e2n t\u00edch, t\u1ed5ng h\u1ee3p v\u00e0 bi\u1ebfn ch\u00fang th\u00e0nh nh\u1eefng th\u00f4ng tin c\u00f3 gi\u00e1 tr\u1ecb th\u1ef1c ti\u1ec5n. \u0110\u00f3 ch\u00ednh l\u00e0 l\u00fd do c\u00e1c gi\u1ea3i ph\u00e1p BI ra \u0111\u1eddi v\u00e0 ng\u00e0y c\u00e0ng ph\u1ed5 bi\u1ebfn.\u00a0<\/span><\/p>\n

V\u1eady h\u00e3y c\u00f9ng Trainocate Vi\u1ec7t Nam t\u00ecm hi\u1ec3u xem BI l\u00e0 g\u00ec v\u00e0 c\u00e1ch h\u1ec7 th\u1ed1ng n\u00e0y t\u1ed1i \u01b0u h\u00f3a ho\u1ea1t \u0111\u1ed9ng kinh doanh qua b\u00e0i vi\u1ebft d\u01b0\u1edbi \u0111\u00e2y.<\/span><\/p>\n

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1. Business Intelligence l\u00e0 g\u00ec?<\/b><\/h2>\n

Business Intelligence<\/b> (vi\u1ebft t\u1eaft l\u00e0 BI – tr\u00ed tu\u1ec7 doanh nghi\u1ec7p) l\u00e0 m\u1ed9t t\u1eadp h\u1ee3p c\u00e1c chi\u1ebfn l\u01b0\u1ee3c, quy tr\u00ecnh, ki\u1ebfn tr\u00fac c\u00f4ng ngh\u1ec7 v\u00e0 \u1ee9ng d\u1ee5ng \u0111\u01b0\u1ee3c c\u00e1c doanh nghi\u1ec7p s\u1eed d\u1ee5ng \u0111\u1ec3 ph\u00e2n t\u00edch d\u1eef li\u1ec7u kinh doanh. N\u1ebfu b\u1ea1n \u0111ang t\u00ecm ki\u1ebfm c\u00e2u tr\u1ea3 l\u1eddi ng\u1eafn g\u1ecdn cho c\u00e2u h\u1ecfi <\/span>business intelligence l\u00e0 g\u00ec<\/b>, th\u00ec \u0111\u00e2y l\u00e0 m\u1ed9t quy tr\u00ecnh d\u1ef1a tr\u00ean c\u00f4ng ngh\u1ec7 nh\u1eb1m chuy\u1ec3n \u0111\u1ed5i d\u1eef li\u1ec7u th\u00f4 th\u00e0nh nh\u1eefng th\u00f4ng tin chi ti\u1ebft (insight) c\u00f3 th\u1ec3 h\u00e0nh \u0111\u1ed9ng.<\/span><\/p>\n

M\u1ee5c ti\u00eau c\u1ed1t l\u00f5i c\u1ee7a <\/span>business intelligence<\/b> l\u00e0 cung c\u1ea5p cho c\u00e1c CEO, nh\u00e0 qu\u1ea3n l\u00fd v\u00e0 nh\u00e2n s\u1ef1 c\u1ea5p cao m\u1ed9t c\u00e1i nh\u00ecn to\u00e0n c\u1ea3nh v\u00e0 ch\u00ednh x\u00e1c v\u1ec1 t\u00ecnh h\u00ecnh c\u1ee7a c\u00f4ng ty. Thay v\u00ec ra quy\u1ebft \u0111\u1ecbnh d\u1ef1a tr\u00ean c\u1ea3m t\u00ednh hay kinh nghi\u1ec7m ch\u1ee7 quan, BI cung c\u1ea5p n\u1ec1n t\u1ea3ng d\u1eef li\u1ec7u th\u1ef1c t\u1ebf gi\u00fap ban l\u00e3nh \u0111\u1ea1o \u0111\u01b0a ra c\u00e1c chi\u1ebfn l\u01b0\u1ee3c s\u00e1ng su\u1ed1t, gia t\u0103ng l\u1ee3i nhu\u1eadn v\u00e0 c\u1ea3i thi\u1ec7n l\u1ee3i th\u1ebf c\u1ea1nh tranh tr\u00ean th\u1ecb tr\u01b0\u1eddng.<\/span><\/p>\n

2. C\u00e1c ho\u1ea1t \u0111\u1ed9ng ch\u00ednh c\u1ee7a Business Intelligence<\/b><\/h2>\n

\u0110\u1ec3 hi\u1ec3u r\u00f5 h\u01a1n v\u1ec1 gi\u00e1 tr\u1ecb th\u1ef1c ti\u1ec5n c\u1ee7a c\u00f4ng ngh\u1ec7 n\u00e0y, ch\u00fang ta c\u1ea7n n\u1eafm \u0111\u01b0\u1ee3c m\u1ed9t h\u1ec7 th\u1ed1ng <\/span>business intelligence l\u00e0m g\u00ec<\/b> trong qu\u00e1 tr\u00ecnh v\u1eadn h\u00e0nh h\u1eb1ng ng\u00e0y. M\u1ed9t quy tr\u00ecnh BI ho\u00e0n ch\u1ec9nh th\u01b0\u1eddng \u0111\u1ea3m nh\u1eadn 6 ho\u1ea1t \u0111\u1ed9ng ch\u00ednh sau \u0111\u00e2y:<\/span><\/p>\n

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  • Truy v\u1ea5n v\u00e0 b\u00e1o c\u00e1o (Query and reporting):<\/b> H\u1ec7 th\u1ed1ng ti\u1ebfn h\u00e0nh tr\u00edch xu\u1ea5t d\u1eef li\u1ec7u, t\u1ef1 \u0111\u1ed9ng ph\u00e2n t\u00edch v\u00e0 xu\u1ea5t ra c\u00e1c b\u00e1o c\u00e1o tr\u1ef1c quan d\u01b0\u1edbi d\u1ea1ng bi\u1ec3u \u0111\u1ed3 ho\u1eb7c b\u1ea3ng \u0111i\u1ec1u khi\u1ec3n (dashboard) \u0111\u1ec3 ng\u01b0\u1eddi d\u00f9ng d\u1ec5 d\u00e0ng theo d\u00f5i.<\/span><\/li>\n
  • H\u1ed7 tr\u1ee3 ra quy\u1ebft \u0111\u1ecbnh (Decision support):<\/b> D\u1ef1a tr\u00ean c\u00e1c b\u00e1o c\u00e1o v\u00e0 ch\u1ec9 s\u1ed1 hi\u1ec7u su\u1ea5t (KPI) \u0111\u01b0\u1ee3c c\u1eadp nh\u1eadt li\u00ean t\u1ee5c, BI gi\u00fap ban qu\u1ea3n tr\u1ecb nhanh ch\u00f3ng nh\u1eadn di\u1ec7n c\u00e1c v\u1ea5n \u0111\u1ec1 ph\u00e1t sinh ho\u1eb7c c\u01a1 h\u1ed9i ti\u1ec1m n\u0103ng \u0111\u1ec3 c\u00f3 ph\u01b0\u01a1ng \u00e1n x\u1eed l\u00fd k\u1ecbp th\u1eddi.<\/span><\/li>\n
  • Khai th\u00e1c d\u1eef li\u1ec7u (Data mining):<\/b> Qu\u00e1 tr\u00ecnh ph\u00e2n lo\u1ea1i, ph\u00e2n c\u1ee5m v\u00e0 t\u00ecm ki\u1ebfm c\u00e1c quy lu\u1eadt, xu h\u01b0\u1edbng \u1ea9n s\u00e2u trong c\u00e1c kho d\u1eef li\u1ec7u l\u1edbn (nh\u01b0 th\u00f4ng tin t\u1eeb CRM, ERP) \u0111\u1ec3 gi\u1ea3i quy\u1ebft c\u00e1c b\u00e0i to\u00e1n kinh doanh c\u1ee5 th\u1ec3.<\/span><\/li>\n
  • Ph\u00e2n t\u00edch tr\u1ef1c tuy\u1ebfn (Online analytical processing – OLAP):<\/b> C\u00f4ng ngh\u1ec7 cho ph\u00e9p ng\u01b0\u1eddi d\u00f9ng truy v\u1ea5n v\u00e0 ph\u00e2n t\u00edch kh\u1ed1i l\u01b0\u1ee3ng d\u1eef li\u1ec7u \u0111a chi\u1ec1u m\u1ed9t c\u00e1ch nhanh ch\u00f3ng, ph\u1ee5c v\u1ee5 \u0111\u1eafc l\u1ef1c cho vi\u1ec7c l\u1eadp ng\u00e2n s\u00e1ch ho\u1eb7c b\u00e1o c\u00e1o t\u00e0i ch\u00ednh.<\/span><\/li>\n
  • Ph\u00e2n t\u00edch th\u1ed1ng k\u00ea (Statistical analysis):<\/b> Kh\u00e2u gi\u1ea3i th\u00edch d\u1eef li\u1ec7u chuy\u00ean s\u00e2u \u0111\u1ec3 t\u00ecm ra m\u1ed1i t\u01b0\u01a1ng quan gi\u1eefa c\u00e1c bi\u1ebfn s\u1ed1, gi\u00fap doanh nghi\u1ec7p hi\u1ec3u r\u00f5 nguy\u00ean nh\u00e2n g\u1ed1c r\u1ec5 c\u1ee7a m\u1ed9t hi\u1ec7n t\u01b0\u1ee3ng kinh doanh.<\/span><\/li>\n
  • D\u1ef1 \u0111o\u00e1n (Forecasting):<\/b> \u1ee8ng d\u1ee5ng c\u00e1c thu\u1eadt to\u00e1n d\u1ef1 b\u00e1o \u0111\u1ec3 thi\u1ebft l\u1eadp c\u00e1c k\u1ecbch b\u1ea3n t\u01b0\u01a1ng lai, gi\u00fap doanh nghi\u1ec7p chu\u1ea9n b\u1ecb t\u1ed1t h\u01a1n tr\u01b0\u1edbc nh\u1eefng bi\u1ebfn \u0111\u1ed9ng c\u1ee7a th\u1ecb tr\u01b0\u1eddng.<\/span><\/li>\n<\/ul>\n

    \u0110\u1ee9ng \u1edf g\u00f3c \u0111\u1ed9 nh\u00e2n s\u1ef1, c\u00f4ng vi\u1ec7c c\u1ee7a chuy\u00ean vi\u00ean business intelligence l\u00e0 g\u00ec? C\u00e1c BI Analyst s\u1ebd l\u00e0 nh\u1eefng ng\u01b0\u1eddi ch\u1ecbu tr\u00e1ch nhi\u1ec7m l\u00e0m vi\u1ec7c tr\u1ef1c ti\u1ebfp v\u1edbi d\u1eef li\u1ec7u, h\u1ee3p t\u00e1c c\u00f9ng \u0111\u1ed9i ng\u0169 IT v\u00e0 c\u00e1c ph\u00f2ng ban kinh doanh \u0111\u1ec3 x\u00e2y d\u1ef1ng kho d\u1eef li\u1ec7u, thi\u1ebft l\u1eadp ch\u1ec9 s\u1ed1 KPI v\u00e0 t\u1ea1o ra c\u00e1c b\u00e1o c\u00e1o tr\u1ef1c quan nh\u1ea5t.<\/span><\/p>\n

    \"\"<\/p>\n

    3. T\u1ea7m quan tr\u1ecdng c\u1ee7a Business Intelligence \u0111\u1ed1i v\u1edbi doanh nghi\u1ec7p<\/b><\/h2>\n

    Kh\u00f4ng ph\u1ea3i ng\u1eabu nhi\u00ean m\u00e0 g\u1ea7n 50% c\u00e1c doanh nghi\u1ec7p tr\u00ean to\u00e0n c\u1ea7u hi\u1ec7n nay \u0111\u1ec1u \u0111\u1ea7u t\u01b0 v\u00e0o <\/span>business intelligence<\/b>. Vi\u1ec7c \u1ee9ng d\u1ee5ng th\u00e0nh c\u00f4ng BI mang l\u1ea1i nh\u1eefng l\u1ee3i \u00edch thi\u1ebft th\u1ef1c:<\/span><\/p>\n

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    • T\u0103ng hi\u1ec7u qu\u1ea3 ra quy\u1ebft \u0111\u1ecbnh:<\/b> Cung c\u1ea5p th\u00f4ng tin ch\u00ednh x\u00e1c, theo th\u1eddi gian th\u1ef1c gi\u00fap nh\u00e0 qu\u1ea3n tr\u1ecb ra quy\u1ebft \u0111\u1ecbnh nhanh ch\u00f3ng, gi\u1ea3m thi\u1ec3u r\u1ee7i ro sai s\u00f3t do thi\u1ebfu h\u1ee5t th\u00f4ng tin.<\/span><\/li>\n
    • T\u1ed1i \u01b0u h\u00f3a quy tr\u00ecnh ho\u1ea1t \u0111\u1ed9ng:<\/b> Gi\u00fap \u0111\u00e1nh gi\u00e1 v\u00e0 theo d\u00f5i hi\u1ec7u su\u1ea5t n\u1ed9i b\u1ed9, t\u1eeb \u0111\u00f3 ph\u00e1t hi\u1ec7n nh\u1eefng l\u1ed7 h\u1ed5ng trong quy tr\u00ecnh \u0111\u1ec3 c\u1ea3i ti\u1ebfn, ti\u1ebft ki\u1ec7m th\u1eddi gian v\u00e0 t\u1ed1i \u01b0u chi ph\u00ed qu\u1ea3n tr\u1ecb.<\/span><\/li>\n
    • H\u1ed7 tr\u1ee3 m\u1ea1nh m\u1ebd cho Sales v\u00e0 Marketing:<\/b> BI ph\u00e2n t\u00edch h\u00e0nh vi ng\u01b0\u1eddi ti\u00eau d\u00f9ng, gi\u00fap b\u1ed9 ph\u1eadn Marketing x\u00e2y d\u1ef1ng c\u00e1c chi\u1ebfn d\u1ecbch nh\u1eafm \u0111\u00fang m\u1ee5c ti\u00eau, t\u1ed1i \u01b0u t\u1ef7 l\u1ec7 chuy\u1ec3n \u0111\u1ed5i v\u00e0 gi\u1eef ch\u00e2n kh\u00e1ch h\u00e0ng hi\u1ec7u qu\u1ea3.<\/span><\/li>\n
    • D\u00e2n ch\u1ee7 h\u00f3a d\u1eef li\u1ec7u:<\/b> C\u00e1c b\u1ea3ng \u0111i\u1ec1u khi\u1ec3n BI hi\u1ec7n \u0111\u1ea1i gi\u00fap nh\u1eefng nh\u00e2n s\u1ef1 kh\u00f4ng chuy\u00ean v\u1ec1 k\u1ef9 thu\u1eadt CNTT v\u1eabn c\u00f3 th\u1ec3 t\u1ef1 m\u00ecnh truy c\u1eadp, \u0111\u1ecdc hi\u1ec3u v\u00e0 s\u1eed d\u1ee5ng d\u1eef li\u1ec7u m\u1ed9t c\u00e1ch \u0111\u1ed9c l\u1eadp.<\/span><\/li>\n<\/ul>\n

      \"\"<\/h2>\n

      4. C\u00e1c b\u01b0\u1edbc ho\u1ea1t \u0111\u1ed9ng c\u1ee7a h\u1ec7 th\u1ed1ng Business Intelligence<\/b><\/h2>\n

      M\u1ed9t h\u1ec7 th\u1ed1ng BI ti\u00eau chu\u1ea9n s\u1ebd ho\u1ea1t \u0111\u1ed9ng theo m\u1ed9t quy tr\u00ecnh tu\u1ea7n t\u1ef1 v\u00e0 ch\u1eb7t ch\u1ebd, bao g\u1ed3m 5 b\u01b0\u1edbc c\u01a1 b\u1ea3n:<\/span><\/p>\n

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      • Ngu\u1ed3n d\u1eef li\u1ec7u (Data Sources):<\/b> D\u1eef li\u1ec7u th\u00f4 \u0111\u01b0\u1ee3c thu th\u1eadp t\u1eeb nhi\u1ec1u n\u1ec1n t\u1ea3ng kh\u00e1c nhau trong t\u1ed5 ch\u1ee9c nh\u01b0 ph\u1ea7n m\u1ec1m k\u1ebf to\u00e1n, h\u1ec7 th\u1ed1ng qu\u1ea3n l\u00fd nh\u00e2n s\u1ef1 (HRM), qu\u1ea3n l\u00fd quan h\u1ec7 kh\u00e1ch h\u00e0ng (CRM) hay website th\u01b0\u01a1ng m\u1ea1i \u0111i\u1ec7n t\u1eed.<\/span><\/li>\n
      • Kho d\u1eef li\u1ec7u (Data Warehousing):<\/b> H\u1ec7 th\u1ed1ng l\u01b0u tr\u1eef t\u1eadp trung, n\u01a1i c\u00e1c d\u1eef li\u1ec7u t\u1eeb nhi\u1ec1u ngu\u1ed3n kh\u00e1c nhau \u0111\u01b0\u1ee3c l\u00e0m s\u1ea1ch, \u0111\u1ed3ng b\u1ed9 v\u00e0 l\u01b0u tr\u1eef l\u00e2u d\u00e0i.<\/span><\/li>\n
      • T\u00edch h\u1ee3p m\u00e1y ch\u1ee7 (Integration Server):<\/b> S\u1eed d\u1ee5ng c\u00e1c c\u00f4ng c\u1ee5 ETL (Extract, Transform, Load) \u0111\u1ec3 x\u1eed l\u00fd, chuy\u1ec3n \u0111\u1ed5i d\u1eef li\u1ec7u t\u1eeb c\u00e1c ngu\u1ed3n th\u00f4 v\u00e0o kho d\u1eef li\u1ec7u m\u1ed9t c\u00e1ch th\u1ed1ng nh\u1ea5t.<\/span><\/li>\n
      • M\u00e1y ch\u1ee7 ph\u00e2n t\u00edch (Analysis Server):<\/b> H\u1ec7 th\u1ed1ng ti\u1ebfp nh\u1eadn d\u1eef li\u1ec7u \u0111\u1ea7u v\u00e0o v\u00e0 ti\u1ebfn h\u00e0nh x\u1eed l\u00fd, t\u00ednh to\u00e1n d\u1ef1a tr\u00ean c\u00e1c thu\u1eadt to\u00e1n v\u00e0 nghi\u1ec7p v\u1ee5 kinh doanh \u0111\u00e3 \u0111\u01b0\u1ee3c thi\u1ebft l\u1eadp s\u1eb5n.<\/span><\/li>\n
      • Tr\u00ecnh b\u00e0y d\u1eef li\u1ec7u (Data Presentation):<\/b> K\u1ebft qu\u1ea3 cu\u1ed1i c\u00f9ng \u0111\u01b0\u1ee3c xu\u1ea5t ra d\u01b0\u1edbi \u0111\u1ecbnh d\u1ea1ng tr\u1ef1c quan (bi\u1ec3u \u0111\u1ed3, \u0111\u1ed3 th\u1ecb, b\u00e1o c\u00e1o) th\u00f4ng qua c\u00e1c ph\u1ea7n m\u1ec1m \u0111\u1ec3 g\u1eedi \u0111\u1ebfn ng\u01b0\u1eddi d\u00f9ng cu\u1ed1i (End-user).<\/span><\/li>\n<\/ul>\n

        5. T\u1ed5ng h\u1ee3p c\u00e1c c\u00f4ng c\u1ee5 Business Intelligence ph\u1ed5 bi\u1ebfn<\/b><\/h2>\n

        Hi\u1ec7n nay, tr\u00ean th\u1ecb tr\u01b0\u1eddng c\u00f3 r\u1ea5t nhi\u1ec1u nh\u00e0 cung c\u1ea5p ph\u1ea7n m\u1ec1m h\u1ed7 tr\u1ee3 tri\u1ec3n khai <\/span>business intelligence<\/b>. D\u01b0\u1edbi \u0111\u00e2y l\u00e0 t\u1ed5ng h\u1ee3p m\u1ed9t s\u1ed1 c\u00f4ng c\u1ee5 n\u1ed5i b\u1eadt v\u00e0 \u0111\u01b0\u1ee3c \u1ee9ng d\u1ee5ng r\u1ed9ng r\u00e3i nh\u1ea5t:<\/span><\/p>\n

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        • Microsoft Power BI: <\/b>N\u1ec1n t\u1ea3ng ph\u00e2n t\u00edch c\u1ef1c k\u1ef3 m\u1ea1nh m\u1ebd t\u1eeb Microsoft. Giao di\u1ec7n th\u00e2n thi\u1ec7n, d\u1ec5 k\u00e9o th\u1ea3, t\u00edch h\u1ee3p m\u01b0\u1ee3t m\u00e0 v\u1edbi Excel v\u00e0 \u0111a d\u1ea1ng c\u01a1 s\u1edf d\u1eef li\u1ec7u<\/span><\/li>\n
        • Tableau: <\/b>Cung c\u1ea5p kh\u1ea3 n\u0103ng tr\u1ef1c quan h\u00f3a d\u1eef li\u1ec7u xu\u1ea5t s\u1eafc. Ph\u00f9 h\u1ee3p cho vi\u1ec7c t\u1ea1o ra c\u00e1c dashboard ph\u1ee9c t\u1ea1p v\u00e0 d\u1ec5 d\u00e0ng chia s\u1ebb trong n\u1ed9i b\u1ed9.<\/span><\/li>\n
        • Qlik (QlikView \/ Qlik Sense): <\/b>N\u1ec1n t\u1ea3ng BI m\u1edf r\u1ed9ng d\u1ef1a tr\u00ean m\u00f4 h\u00ecnh li\u00ean k\u1ebft d\u1eef li\u1ec7u, h\u1ed7 tr\u1ee3 ng\u01b0\u1eddi d\u00f9ng t\u1ef1 do kh\u00e1m ph\u00e1 v\u00e0 ph\u00e2n t\u00edch s\u00e2u theo nhi\u1ec1u chi\u1ec1u.<\/span><\/li>\n
        • Google Data Studio: <\/b>C\u00f4ng c\u1ee5 quen thu\u1ed9c t\u1eeb Google (hi\u1ec7n l\u00e0 Looker Studio), mi\u1ec5n ph\u00ed v\u00e0 t\u00edch h\u1ee3p ho\u00e0n h\u1ea3o v\u1edbi h\u1ec7 sinh th\u00e1i Google (Analytics, Ads, Sheets).<\/span><\/li>\n
        • Splunk \/ Alteryx: <\/b>Chuy\u00ean cung c\u1ea5p c\u00e1c gi\u1ea3i ph\u00e1p ph\u00e2n t\u00edch d\u1eef li\u1ec7u l\u1edbn c\u1ea5p doanh nghi\u1ec7p, \u0111\u01a1n gi\u1ea3n h\u00f3a c\u00e1c quy tr\u00ecnh c\u00f4ng vi\u1ec7c ph\u1ee9c t\u1ea1p t\u1eeb nhi\u1ec1u ngu\u1ed3n k\u1ebft h\u1ee3p.<\/span><\/li>\n<\/ul>\n

          T\u1ea1m k\u1ebft<\/b><\/h2>\n

          Vi\u1ec7c tri\u1ec3n khai h\u1ec7 th\u1ed1ng BI kh\u00f4ng ch\u1ec9 d\u1eebng l\u1ea1i \u1edf vi\u1ec7c \u00e1p d\u1ee5ng c\u00f4ng ngh\u1ec7 m\u1edbi m\u00e0 c\u00f2n l\u00e0 b\u01b0\u1edbc chuy\u1ec3n m\u00ecnh quan tr\u1ecdng trong t\u01b0 duy qu\u1ea3n tr\u1ecb d\u1ef1a tr\u00ean d\u1eef li\u1ec7u (data-driven). Hy v\u1ecdng qua b\u00e0i vi\u1ebft t\u1ed5ng h\u1ee3p n\u00e0y, b\u1ea1n \u0111\u00e3 n\u1eafm v\u1eefng kh\u00e1i ni\u1ec7m business intelligence l\u00e0 g\u00ec, c\u0169ng nh\u01b0 hi\u1ec3u r\u00f5 vai tr\u00f2 v\u00e0 th\u1ef1c ti\u1ec5n \u1ee9ng d\u1ee5ng business intelligence trong doanh nghi\u1ec7p.<\/span><\/p>\n

          N\u1ebfu doanh nghi\u1ec7p c\u1ee7a b\u1ea1n \u0111ang t\u00ecm ki\u1ebfm gi\u1ea3i ph\u00e1p \u0111\u1ec3 khai th\u00e1c t\u1ed1i \u0111a s\u1ee9c m\u1ea1nh c\u1ee7a d\u1eef li\u1ec7u, h\u00e3y theo d\u00f5i c\u00e1c b\u00e0i vi\u1ebft ti\u1ebfp theo t\u1eeb Trainocate Vi\u1ec7t Nam \u0111\u1ec3 trang b\u1ecb th\u00eam nh\u1eefng ki\u1ebfn th\u1ee9c chuy\u00ean s\u00e2u v\u00e0 c\u1eadp nh\u1eadt xu h\u01b0\u1edbng c\u00f4ng ngh\u1ec7 m\u1edbi nh\u1ea5t!<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"

          Trong th\u1eddi \u0111\u1ea1i k\u1ef9 thu\u1eadt s\u1ed1, d\u1eef li\u1ec7u \u0111\u00f3ng vai tr\u00f2 quy\u1ebft \u0111\u1ecbnh \u0111\u1ed1i v\u1edbi kh\u1ea3 n\u0103ng c\u1ea1nh tranh v\u00e0 s\u1ef1 th\u00e0nh b\u1ea1i c\u1ee7a m\u1ed9t t\u1ed5 ch\u1ee9c. Tuy nhi\u00ean, vi\u1ec7c thu th\u1eadp m\u1ed9t l\u01b0\u1ee3ng l\u1edbn d\u1eef li\u1ec7u th\u00f4 l\u00e0 ch\u01b0a \u0111\u1ee7; c\u00e1c nh\u00e0 qu\u1ea3n tr\u1ecb c\u1ea7n m\u1ed9t h\u1ec7 th\u1ed1ng c\u00f4ng c\u1ee5 m\u1ea1nh m\u1ebd \u0111\u1ec3 ph\u00e2n […]<\/p>\n","protected":false},"author":14,"featured_media":11717,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-11703","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-uncategorized"],"_links":{"self":[{"href":"https:\/\/vtiacademy.site\/index.php\/wp-json\/wp\/v2\/posts\/11703","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/vtiacademy.site\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/vtiacademy.site\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/vtiacademy.site\/index.php\/wp-json\/wp\/v2\/users\/14"}],"replies":[{"embeddable":true,"href":"https:\/\/vtiacademy.site\/index.php\/wp-json\/wp\/v2\/comments?post=11703"}],"version-history":[{"count":2,"href":"https:\/\/vtiacademy.site\/index.php\/wp-json\/wp\/v2\/posts\/11703\/revisions"}],"predecessor-version":[{"id":11720,"href":"https:\/\/vtiacademy.site\/index.php\/wp-json\/wp\/v2\/posts\/11703\/revisions\/11720"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/vtiacademy.site\/index.php\/wp-json\/wp\/v2\/media\/11717"}],"wp:attachment":[{"href":"https:\/\/vtiacademy.site\/index.php\/wp-json\/wp\/v2\/media?parent=11703"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/vtiacademy.site\/index.php\/wp-json\/wp\/v2\/categories?post=11703"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/vtiacademy.site\/index.php\/wp-json\/wp\/v2\/tags?post=11703"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}