D\u1eef li\u1ec7u \u0111\u00e3 ch\u1ee9ng t\u1ecf gi\u00e1 tr\u1ecb c\u1ee7a n\u00f3 \u0111\u1ed1i v\u1edbi c\u00e1c doanh nghi\u1ec7p.\u00a0D\u1eef li\u1ec7u l\u1edbn ng\u00e0y c\u00e0ng tr\u1edf n\u00ean ph\u1ed5 bi\u1ebfn h\u01a1n, \u0111i\u1ec1u n\u00e0y \u0111\u00e3 th\u00fac \u0111\u1ea9y nhu c\u1ea7u v\u1ec1 tr\u00ed th\u00f4ng minh kinh doanh (BI).\u00a0V\u00ec s\u1ebd c\u00f3 175 zettabyte d\u1eef li\u1ec7u to\u00e0n c\u1ea7u v\u00e0o n\u0103m 2025, \u0111i\u1ec1u quan tr\u1ecdng l\u00e0 c\u00e1c doanh nghi\u1ec7p ph\u1ea3i tham gia v\u00e0o BI ngay l\u1eadp t\u1ee9c.<\/p>\n
BI l\u00e0 y\u1ebfu t\u1ed1 c\u1ea7n thi\u1ebft \u0111\u1ec3 t\u0103ng n\u0103ng su\u1ea5t v\u00e0 \u0111\u01b0a ra quy\u1ebft \u0111\u1ecbnh nhanh ch\u00f3ng, s\u00e1ng su\u1ed1t.\u00a0S\u1eed d\u1ee5ng ph\u00e2n t\u00edch d\u1eef li\u1ec7u, c\u00e1c c\u00f4ng ty c\u00f3 th\u1ec3 \u0111\u01b0a ra quy\u1ebft \u0111\u1ecbnh nhanh h\u01a1n g\u1ea5p 5 l\u1ea7n!\u00a0Doanh nghi\u1ec7p s\u1ebd kh\u00f4ng c\u00f3 li\u00ean quan \u0111\u1ebfn kh\u00e1ch h\u00e0ng c\u1ee7a h\u1ecd n\u1ebfu h\u1ecd kh\u00f4ng h\u00e0nh \u0111\u1ed9ng d\u1ef1a tr\u00ean nh\u1eefng ph\u00e1t hi\u1ec7n n\u00e0y.\u00a0C\u00f3 th\u1ec3 t\u00ecm th\u1ea5y c\u00e1c t\u00e0i nguy\u00ean \u0111ang b\u1ecb l\u00e3ng ph\u00ed v\u00e0 c\u00e1c th\u1ee7 t\u1ee5c c\u1ee7a ch\u00fang \u0111\u01b0\u1ee3c s\u1eafp x\u1ebfp h\u1ee3p l\u00fd b\u1eb1ng c\u00e1ch s\u1eed d\u1ee5ng BI d\u1ef1a tr\u00ean d\u1eef li\u1ec7u.<\/p>\n
C\u00e1c c\u00f4ng ty c\u00f3 th\u1ec3 quy\u1ebft \u0111\u1ecbnh c\u00e1ch t\u01b0\u01a1ng t\u00e1c v\u1edbi kh\u00e1ch h\u00e0ng hi\u1ec7u qu\u1ea3 h\u01a1n n\u1ebfu h\u1ecd c\u00f3 nh\u1eefng hi\u1ec3u bi\u1ebft s\u00e2u s\u1eafc trong th\u1eddi gian th\u1ef1c v\u1ec1 h\u00e0nh vi c\u1ee7a h\u1ecd.\u00a0K\u1ebft qu\u1ea3 l\u00e0 th\u01b0\u01a1ng s\u1ed1 m\u1ee9c \u0111\u1ed9 li\u00ean quan c\u1ee7a ch\u00fang s\u1ebd t\u0103ng l\u00ean.<\/p>\n
26% doanh nghi\u1ec7p tr\u00ean to\u00e0n th\u1ebf gi\u1edbi \u0111\u00e3 ch\u1ea5p nh\u1eadn BI nh\u01b0 m\u1ed9t c\u00e1ch s\u1ed1ng c\u1ee7a h\u1ecd.\u00a0\u1ede \u0111\u1ecba ph\u01b0\u01a1ng, UAE \u0111ang t\u1ef1 thi\u1ebft l\u1eadp m\u00ecnh nh\u01b0 m\u1ed9t trung t\u00e2m th\u1eed nghi\u1ec7m h\u00e0ng \u0111\u1ea7u cho t\u1ea5t c\u1ea3 nh\u1eefng th\u1ee9 li\u00ean quan \u0111\u1ebfn c\u00f4ng ngh\u1ec7, tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o, d\u1eef li\u1ec7u l\u1edbn v\u00e0 g\u1ea7n \u0111\u00e2y nh\u1ea5t l\u00e0 metaverse.\u00a0Do \u0111\u00f3, ng\u01b0\u1eddi ta d\u1ef1 \u0111o\u00e1n r\u1eb1ng th\u1ecb tr\u01b0\u1eddng BI trong khu v\u1ef1c MENA s\u1ebd m\u1edf r\u1ed9ng v\u1edbi t\u1ed1c \u0111\u1ed9 CAGR l\u00e0 10,61% v\u00e0o n\u0103m 2028. C\u00e1c nh\u00e0 ph\u00e2n t\u00edch kinh doanh ng\u00e0y nay ph\u1ea3i s\u1eed d\u1ee5ng c\u00e1c c\u00f4ng c\u1ee5 ti\u00ean ti\u1ebfn nh\u01b0 ML ho\u1eb7c NLP \u0111\u1ec3 thu th\u1eadp th\u00f4ng tin chi ti\u1ebft t\u1eeb c\u00e1c b\u1ed9 d\u1eef li\u1ec7u kh\u1ed5ng l\u1ed3 n\u00e0y.<\/p>\n
C\u00e1c doanh nghi\u1ec7p c\u0169ng c\u00f3 th\u1ec3 t\u1eadn d\u1ee5ng c\u00e1c h\u1ec7 th\u1ed1ng d\u1ef1a tr\u00ean \u0111\u00e1m m\u00e2y cung c\u1ea5p cho h\u1ecd quy\u1ec1n truy c\u1eadp v\u00e0o c\u00e1c trung t\u00e2m d\u1eef li\u1ec7u l\u1edbn \u0111\u1ec3 h\u1ed7 tr\u1ee3 c\u00e1c y\u00eau c\u1ea7u BI c\u1ee7a h\u1ecd.\u00a0Chi\u1ebfn l\u01b0\u1ee3c n\u00e0y \u0111\u01b0\u1ee3c t\u1ea5t c\u1ea3 c\u00e1c nh\u00e0 v\u00f4 \u0111\u1ecbch d\u1eef li\u1ec7u c\u1ee7a ch\u00fang t\u00f4i \u00e1p d\u1ee5ng trong c\u00f4ng vi\u1ec7c h\u00e0ng ng\u00e0y c\u1ee7a h\u1ecd v\u00e0 khi ph\u00e1t tri\u1ec3n c\u00e1c chi\u1ebfn l\u01b0\u1ee3c kh\u00e1ch h\u00e0ng.<\/p>\n
Sau \u0111\u1ea1i d\u1ecbch, nhu c\u1ea7u v\u1ec1 BI \u0111\u00e3 t\u0103ng l\u00ean \u0111\u00e1ng k\u1ec3.\u00a0C\u00e1c c\u00f4ng ty bu\u1ed9c ph\u1ea3i suy ngh\u0129 b\u00ean ngo\u00e0i trong m\u1ed9t m\u00f4i tr\u01b0\u1eddng t\u1eeb xa \/ k\u1ebft h\u1ee3p.\u00a0Gi\u1edd \u0111\u00e2y, h\u1ecd \u0111\u00e3 s\u1eb5n s\u00e0ng \u0111\u1ec3 d\u1ef1a v\u00e0o v\u00e0 tin t\u01b0\u1edfng v\u00e0o c\u00e1c c\u00f4ng ngh\u1ec7 ph\u00e2n t\u00edch v\u00e0 x\u1eed l\u00fd d\u1eef li\u1ec7u trong cu\u1ed9c ch\u1ea1y \u0111ua v\u1edbi th\u1eddi gian v\u00e0 c\u00e1c \u0111\u1ed1i th\u1ee7.<\/p>\n
H\u00e0nh vi c\u1ee7a ng\u01b0\u1eddi ti\u00eau d\u00f9ng tr\u1ef1c tuy\u1ebfn \u0111\u00e3 thay \u0111\u1ed5i do nh\u1eefng kh\u00f3 kh\u0103n v\u1ec1 v\u1eadt ch\u1ea5t v\u00e0 t\u00e0i ch\u00ednh do \u0111\u1ea1i d\u1ecbch mang l\u1ea1i.\u00a0H\u01a1n bao gi\u1edd h\u1ebft, s\u1ef1 li\u00ean quan l\u00e0 quan tr\u1ecdng.<\/p>\n
\u0110\u1ec3 t\u0103ng t\u1ef7 l\u1ec7 chia s\u1ebb v\u00ed, c\u00e1c c\u00f4ng ty c\u1ea7n duy tr\u00ec s\u1ef1 ph\u00f9 h\u1ee3p v\u1edbi kh\u00e1ch h\u00e0ng c\u1ee7a h\u1ecd, \u0111\u1eb7c bi\u1ec7t l\u00e0 trong l\u0129nh v\u1ef1c t\u00e0i ch\u00ednh v\u00e0 du l\u1ecbch.\u00a0V\u00e0o th\u1eddi \u0111i\u1ec3m m\u00e0 m\u1ecdi th\u1ee9 \u0111\u1ec1u tr\u1edf n\u00ean tr\u1ef1c tuy\u1ebfn ngay l\u1eadp t\u1ee9c, c\u00e1c ng\u00e2n h\u00e0ng c\u1ea7n cung c\u1ea5p tr\u1ea3i nghi\u1ec7m ng\u01b0\u1eddi ti\u00eau d\u00f9ng xu\u1ea5t s\u1eafc.\u00a0C\u00e1c doanh nghi\u1ec7p trong t\u1ea5t c\u1ea3 c\u00e1c l\u0129nh v\u1ef1c \u0111\u01b0\u1ee3c y\u00eau c\u1ea7u ph\u1ea3i \u0111\u1eb7t m\u1ee5c ti\u00eau h\u00e0ng \u0111\u1ea7u l\u00e0 t\u1ea1o ra thu nh\u1eadp t\u1eeb c\u01a1 s\u1edf ng\u01b0\u1eddi ti\u00eau d\u00f9ng trung th\u00e0nh.<\/p>\n
Nhi\u1ec1u b\u00e0i h\u1ecdc v\u1ec1 gi\u00e1 tr\u1ecb c\u1ee7a vi\u1ec7c s\u1eed d\u1ee5ng d\u1eef li\u1ec7u \u0111\u00e3 \u0111\u01b0\u1ee3c thu th\u1eadp th\u00f4ng qua vi\u1ec7c \u00e1p d\u1ee5ng c\u00e1c quy tr\u00ecnh kinh doanh th\u00f4ng minh do AI d\u1eabn d\u1eaft.\u00a0D\u1eef li\u1ec7u n\u00f3i cho ch\u00ednh n\u00f3.\u00a0H\u01a1n 50% doanh nghi\u1ec7p \u0111ang xem x\u00e9t c\u00f4ng ngh\u1ec7 s\u1ebd gi\u00fap h\u1ecd n\u1ed5i b\u1eadt so v\u1edbi c\u00e1c \u0111\u1ed1i th\u1ee7 \u1edf c\u1ea5p \u0111\u1ed9 chi\u1ebfn l\u01b0\u1ee3c.\u00a0B\u1ea5t ch\u1ea5p ngu\u1ed3n v\u1ed1n h\u1ea1n ch\u1ebf \u1edf nh\u1eefng n\u01a1i kh\u00e1c trong c\u00f4ng ty, \u0111\u1ea7u t\u01b0 v\u00e0o vi\u1ec7c \u00e1p d\u1ee5ng k\u1ef9 thu\u1eadt s\u1ed1 v\u00e0 c\u00f4ng ngh\u1ec7 \u0111\u00e3 t\u0103ng m\u1ea1nh.\u00a0\u0110\u00e2y h\u1ea7u h\u1ebft l\u00e0 k\u1ebft qu\u1ea3 c\u1ee7a s\u1ef1 thay \u0111\u1ed5i t\u01b0 duy c\u1ee7a kh\u00e1ch h\u00e0ng.<\/p>\n
V\u00ec h\u1ecd \u0111\u00e3 quen v\u1edbi tr\u1ea3i nghi\u1ec7m \u0111\u01b0\u1ee3c \u0111i\u1ec1u ch\u1ec9nh t\u1eeb c\u00e1c d\u1ecbch v\u1ee5 nh\u01b0 Netflix v\u00e0 Spotify th\u01b0\u1eddng xuy\u00ean, n\u00ean gi\u1edd \u0111\u00e2y h\u1ecd c\u0169ng d\u1ef1 \u0111o\u00e1n \u0111i\u1ec1u t\u01b0\u01a1ng t\u1ef1 t\u1eeb c\u00e1c d\u1ecbch v\u1ee5 phong c\u00e1ch s\u1ed1ng kh\u00e1c.\u00a0C\u00e1c doanh nghi\u1ec7p nh\u1eadn th\u1ee9c \u0111\u01b0\u1ee3c r\u1eb1ng n\u1ebfu h\u1ecd kh\u00f4ng cung c\u1ea5p tr\u1ea3i nghi\u1ec7m c\u00f3 th\u1ec3 so s\u00e1nh \u0111\u01b0\u1ee3c, h\u1ecd s\u1ebd m\u1ea5t th\u1ecb ph\u1ea7n v\u00ed c\u1ee7a m\u00ecnh.\u00a0Gi\u1edd \u0111\u00e2y, h\u1ecd c\u00f3 \u0111\u1ed9ng l\u1ef1c \u0111\u1ec3 c\u1ea3i thi\u1ec7n m\u1ee9c \u0111\u1ed9 t\u01b0\u01a1ng t\u00e1c c\u1ee7a ng\u01b0\u1eddi ti\u00eau d\u00f9ng.\u00a0Ngo\u00e0i ra, BI v\u1edbi ph\u00e2n t\u00edch d\u1eef li\u1ec7u d\u1ef1a tr\u00ean AI c\u00f3 th\u1ec3 l\u00e0 ng\u01b0\u1eddi t\u1ea1o ra s\u1ef1 kh\u00e1c bi\u1ec7t.\u00a0Tr\u00ean th\u1ef1c t\u1ebf, m\u1ed9t ph\u1ea7n ba c\u00e1c doanh nghi\u1ec7p mu\u1ed1n tri\u1ec3n khai BI s\u1ed1 k\u1ef9 thu\u1eadt s\u1ed1 trong n\u0103m t\u1edbi.<\/p>\n","protected":false},"excerpt":{"rendered":"
D\u1eef li\u1ec7u l\u1edbn ng\u00e0y c\u00e0ng tr\u1edf n\u00ean ph\u1ed5 bi\u1ebfn, \u0111i\u1ec1u n\u00e0y \u0111\u00e3 th\u00fac \u0111\u1ea9y nhu c\u1ea7u v\u1ec1 th\u00f4ng tin kinh doanh D\u1eef li\u1ec7u \u0111\u00e3 ch\u1ee9ng t\u1ecf gi\u00e1 tr\u1ecb c\u1ee7a n\u00f3 \u0111\u1ed1i v\u1edbi c\u00e1c doanh nghi\u1ec7p.\u00a0D\u1eef li\u1ec7u l\u1edbn ng\u00e0y c\u00e0ng tr\u1edf n\u00ean ph\u1ed5 bi\u1ebfn h\u01a1n, \u0111i\u1ec1u n\u00e0y \u0111\u00e3 th\u00fac \u0111\u1ea9y nhu c\u1ea7u v\u1ec1 tr\u00ed th\u00f4ng minh…<\/p>\n","protected":false},"author":2,"featured_media":805,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"inline_featured_image":false},"categories":[19],"tags":[34],"acf":[],"_links":{"self":[{"href":"https:\/\/parainsight.com\/vi\/wp-json\/wp\/v2\/posts\/934"}],"collection":[{"href":"https:\/\/parainsight.com\/vi\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/parainsight.com\/vi\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/parainsight.com\/vi\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/parainsight.com\/vi\/wp-json\/wp\/v2\/comments?post=934"}],"version-history":[{"count":1,"href":"https:\/\/parainsight.com\/vi\/wp-json\/wp\/v2\/posts\/934\/revisions"}],"predecessor-version":[{"id":964,"href":"https:\/\/parainsight.com\/vi\/wp-json\/wp\/v2\/posts\/934\/revisions\/964"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/parainsight.com\/vi\/wp-json\/wp\/v2\/media\/805"}],"wp:attachment":[{"href":"https:\/\/parainsight.com\/vi\/wp-json\/wp\/v2\/media?parent=934"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/parainsight.com\/vi\/wp-json\/wp\/v2\/categories?post=934"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/parainsight.com\/vi\/wp-json\/wp\/v2\/tags?post=934"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}