{"id":1645,"date":"2023-11-01T11:34:44","date_gmt":"2023-11-01T04:34:44","guid":{"rendered":"https:\/\/www.gdsonline.tech\/?p=1645"},"modified":"2024-04-04T08:23:37","modified_gmt":"2024-04-04T08:23:37","slug":"cong-ty-chu-thich-du-lieu","status":"publish","type":"post","link":"https:\/\/www.gdsonline.tech\/vi\/cong-ty-chu-thich-du-lieu\/","title":{"rendered":"7 Ti\u00eau ch\u00ed l\u1ef1a ch\u1ecdn nh\u00e0 cung c\u1ea5p ch\u00fa th\u00edch d\u1eef li\u1ec7u ph\u00f9 h\u1ee3p"},"content":{"rendered":"

\"ch\u00fa<\/h2>\n

V\u00e0o n\u0103m 2022, \u201cQuy m\u00f4 th\u1ecb tr\u01b0\u1eddng tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o to\u00e0n c\u1ea7u \u0111\u01b0\u1ee3c \u0111\u1ecbnh gi\u00e1 l\u00e0 136,55 t\u1ef7 USD\u201d. Theo Grand View Research<\/strong><\/em><\/a>, d\u1ef1 ki\u1ebfn th\u1ecb tr\u01b0\u1eddng s\u1ebd v\u1eabn ti\u1ebfp t\u1ee5c t\u0103ng tr\u01b0\u1edfng v\u1edbi\u00a0\u201ct\u1ed1c \u0111\u1ed9 t\u0103ng tr\u01b0\u1edfng k\u00e9p h\u00e0ng n\u0103m (CAGR) l\u00e0 37,3% t\u1eeb n\u0103m 2023 \u0111\u1ebfn n\u0103m 2030\u201d. \u0110\u1ec3 \u1ee9ng d\u1ee5ng AI v\u00e0o nhi\u1ec1u kh\u00eda c\u1ea1nh c\u1ee7a cu\u1ed9c s\u1ed1ng, ch\u1ea5t l\u01b0\u1ee3ng d\u1eef li\u1ec7u \u0111\u1ea7u v\u00e0o \u1ea3nh h\u01b0\u1edfng r\u1ea5t l\u1edbn \u0111\u1ebfn kh\u1ea3 n\u0103ng th\u1ef1c t\u1ebf c\u1ee7a m\u00f4 h\u00ecnh AI. V\u00ec v\u1eady, c\u00e1c c\u00f4ng ty AI lu\u00f4n t\u00ecm ki\u1ebfm c\u00e1c gi\u1ea3i ph\u00e1p ch\u00fa th\u00edch d\u1eef li\u1ec7u ch\u1ea5t l\u01b0\u1ee3ng cao \u0111\u1ec3 \u0111\u00e0o t\u1ea1o cho c\u00e1c m\u00f4 h\u00ecnh AI.\u00a0Nhi\u1ec1u c\u00f4ng ty ch\u1ecdn ph\u01b0\u01a1ng \u00e1n t\u1eadp trung ngu\u1ed3n l\u1ef1c v\u00e0o \u0111\u1ed9i ng\u0169 n\u1ed9i b\u1ed9 c\u1ee7a h\u1ecd; b\u00ean c\u1ea1nh \u0111\u00f3 c\u0169ng c\u00f3\u00a0nhi\u1ec1u doanh nghi\u1ec7p\u00a0kh\u00e1c l\u1ea1i l\u1ef1a ch\u1ecdn s\u1eed d\u1ee5ng d\u1ecbch v\u1ee5 gia c\u00f4ng.<\/p>\n

\u0110\u1eb7c bi\u1ec7t khi c\u00e1c c\u00f4ng ty AI x\u1eed l\u00fd ngu\u1ed3n th\u00f4ng tin c\u1ea7n b\u1ea3o m\u1eadt, vi\u1ec7c s\u1eed d\u1ee5ng d\u1ecbch v\u1ee5 gia c\u00f4ng \u0111\u01b0\u1ee3c coi l\u00e0 m\u1ed9t trong nh\u1eefng gi\u1ea3i ph\u00e1p t\u1ed1i \u01b0u cho doanh nghi\u1ec7p khi gi\u00fap t\u1ed1i \u01b0u qu\u00e1 tr\u00ecnh tri\u1ec3n khai v\u1edbi \u0111\u1ed9i ng\u0169 nh\u00e2n vi\u00ean chuy\u00ean m\u00f4n\u00a0v\u00e0 quan tr\u1ecdng h\u01a1n h\u1ebft l\u00e0 gi\u00fap ti\u1ebft ki\u1ec7m chi ph\u00ed. Tuy nhi\u00ean, vi\u1ec7c l\u1ef1a ch\u1ecdn \u0111\u01a1n v\u1ecb cung c\u1ea5p d\u1ecbch v\u1ee5 ch\u00fa th\u00edch d\u1eef li\u1ec7u ph\u00f9 h\u1ee3p \u0111\u1ec3 h\u1ee3p t\u00e1c l\u00e2u d\u00e0i l\u00e0 \u0111i\u1ec1u kh\u00f4ng h\u1ec1 d\u1ec5 d\u00e0ng. N\u1ebfu ch\u00fang ta ch\u01b0a c\u00f3 th\u1ec3\u00a0h\u1ee3p t\u00e1c v\u1edbi nh\u00e0 cung c\u1ea5p ph\u00f9 h\u1ee3p s\u1ebd d\u1eabn \u0111\u1ebfn vi\u1ec7c d\u1ecbch v\u1ee5 k\u00e9m ch\u1ea5t l\u01b0\u1ee3ng, l\u00e3ng ph\u00ed ng\u00e2n s\u00e1ch v\u00e0 \u1ea3nh h\u01b0\u1edfng \u0111\u1ebfn ti\u1ebfn \u0111\u1ed9 d\u1ef1 \u00e1n.<\/p>\n

V\u1eady l\u00e0m th\u1ebf n\u00e0o \u0111\u1ec3 t\u00ecm \u0111\u01b0\u1ee3c nh\u00e0 cung c\u1ea5p d\u1ecbch v\u1ee5 ch\u00fa th\u00edch d\u1eef li\u1ec7u t\u1ed1t nh\u1ea5t? H\u00e3y c\u00f9ng\u00a0t\u00ecm hi\u1ec3u c\u00e1c y\u1ebfu t\u1ed1 ch\u00ednh c\u1ea7n xem x\u00e9t \u0111\u1ec3 c\u00e2n nh\u1eafc nh\u00e0 cung c\u1ea5p ch\u00fa th\u00edch d\u1eef li\u1ec7u ph\u00f9 h\u1ee3p.<\/p>\n

<\/span>7 TI\u00caU CH\u00cd CH\u1eccN L\u1ef0A NH\u00c0 CUNG C\u1ea4P CH\u00da TH\u00cdCH D\u1eee LI\u1ec6U<\/span><\/h2>\n

<\/span>Y\u00eau c\u1ea7u d\u1ef1 \u00e1n<\/span><\/h3>\n

\u0110\u1ec3 nh\u00e0 cung c\u1ea5p \u0111\u00e1p \u1ee9ng \u0111\u01b0\u1ee3c nhu c\u1ea7u c\u1ee7a d\u1ef1 \u00e1n, doanh nghi\u1ec7p c\u1ea7n x\u00e1c \u0111\u1ecbnh r\u00f5 c\u00e1c ti\u00eau ch\u00ed c\u1ee7a d\u1ef1 \u00e1n s\u1ebd h\u1ee3p t\u00e1c, bao g\u1ed3m t\u1ef7 l\u1ec7 ch\u00ednh x\u00e1c, ti\u1ebfn \u0111\u1ed9, chi ph\u00ed,\u00a0tr\u00ecnh \u0111\u1ed9 nh\u00e2n vi\u00ean, lo\u1ea1i d\u1eef li\u1ec7u c\u1ea7n ch\u00fa th\u00edch, kh\u1ed1i l\u01b0\u1ee3ng d\u1eef li\u1ec7u v\u00e0 lo\u1ea1i ch\u00fa th\u00edch. Vi\u1ec7c l\u00e0m r\u00f5 nh\u1eefng y\u00eau c\u1ea7u c\u01a1 b\u1ea3n ban \u0111\u1ea7u l\u00e0 ch\u00eca kh\u00f3a \u0111\u1ec3 tr\u00e1nh hi\u1ec3u l\u1ea7m, th\u1eafc m\u1eafc trong qu\u00e1 tr\u00ecnh tri\u1ec3n khai v\u00e0 nh\u1eefng sai s\u00f3t kh\u00f4ng \u0111\u00e1ng c\u00f3.<\/p>\n

\"Y\u00eau<\/p>\n

<\/span>Ng\u00e2n s\u00e1ch<\/span><\/h3>\n

Khi b\u1eaft \u0111\u1ea7u m\u1ed7i d\u1ef1 \u00e1n, vi\u1ec7c ho\u1ea1ch \u0111\u1ecbnh ng\u00e2n s\u00e1ch cho c\u00e1c d\u1ef1 \u00e1n l\u00e0 \u0111i\u1ec1u c\u1ea7n thi\u1ebft. X\u00e1c \u0111\u1ecbnh chi ph\u00ed ngay t\u1eeb \u0111\u1ea7u s\u1ebd gi\u00fap c\u00e1c c\u00f4ng ty x\u00e1c \u0111\u1ecbnh ph\u00e2n kh\u00fac nh\u00e0 cung c\u1ea5p ch\u00fa th\u00edch d\u1eef li\u1ec7u d\u1ef1a tr\u00ean v\u1ecb tr\u00ed ho\u1eb7c tr\u00ecnh \u0111\u1ed9 chuy\u00ean m\u00f4n.<\/p>\n

\"Ng\u00e2n<\/p>\n

<\/span>Ch\u1ea5t l\u01b0\u1ee3ng<\/span><\/h3>\n

B\u00ean c\u1ea1nh chi ph\u00ed, ch\u1ea5t l\u01b0\u1ee3ng c\u0169ng l\u00e0 y\u1ebfu t\u1ed1 quan tr\u1ecdng kh\u00f4ng k\u00e9m khi l\u1ef1a ch\u1ecdn \u0111\u01a1n v\u1ecb cung c\u1ea5p d\u1ecbch v\u1ee5 ch\u00fa th\u00edch d\u1eef li\u1ec7u. M\u1ed9t l\u01b0u \u00fd l\u00e0 c\u1ea7n t\u00ecm hi\u1ec3u th\u00eam v\u1ec1 chuy\u00ean m\u00f4n v\u00e0 n\u0103ng l\u1ef1c c\u1ee7a nh\u00e0 cung c\u1ea5p th\u00f4ng qua danh m\u1ee5c \u0111\u1ea7u t\u01b0, quy m\u00f4 nh\u00e2n s\u1ef1, t\u1ed1c \u0111\u1ed9 t\u0103ng tr\u01b0\u1edfng c\u0169ng nh\u01b0 ph\u1ea3n h\u1ed3i c\u1ee7a kh\u00e1ch h\u00e0ng tr\u00ean c\u00e1c trang web \u0111\u00e1nh gi\u00e1 c\u00f4ng ty uy t\u00edn. \u0110\u00e2y s\u1ebd l\u00e0 nh\u1eefng ngu\u1ed3n th\u00f4ng tin kh\u00e1ch quan \u0111\u1ec3 b\u1ea1n \u0111\u00e1nh gi\u00e1 c\u00f4ng ty b\u00ean c\u1ea1nh nh\u1eefng t\u00e0i li\u1ec7u gi\u1edbi thi\u1ec7u m\u00e0 nh\u00e0 cung c\u1ea5p \u0111\u01b0a ra.<\/p>\n

\"Ch\u1ea5t<\/p>\n

<\/span>Quy\u1ec1n ri\u00eang t\u01b0 v\u00e0 b\u1ea3o m\u1eadt<\/span><\/h3>\n

Khi ch\u1ecdn thu\u00ea ngo\u00e0i c\u00e1c d\u1ef1 \u00e1n ch\u00fa th\u00edch\u00a0d\u1eef li\u1ec7u, b\u1ea1n s\u1ebd c\u1ea7n\u00a0cho c\u00e1c nh\u00e0 cung c\u1ea5p b\u00ean ngo\u00e0i quy\u1ec1n truy c\u1eadp v\u00e0o d\u1eef li\u1ec7u n\u1ed9i b\u1ed9. \u0110\u1ec3 \u0111\u1ea3m b\u1ea3o t\u00ednh b\u1ea3o m\u1eadt, \u0111i\u1ec1u quan tr\u1ecdng l\u00e0 ph\u1ea3i k\u00fd k\u1ebft b\u1ea3n Th\u1ecfa thu\u1eadn NDA cho b\u1ea5t k\u1ef3 d\u1ef1 \u00e1n n\u00e0o. Ngo\u00e0i ra, n\u1ebfu nh\u01b0 c\u00f4ng ty c\u00f3 c\u00e1c ch\u1ee9ng nh\u1eadn b\u1ea3o m\u1eadt qu\u1ed1c t\u1ebf nh\u01b0 GDPR (Ch\u00e2u \u00c2u) ho\u1eb7c ISO 27001 (Ch\u00e2u \u00c1) th\u00ec \u0111\u00f3 s\u1ebd l\u00e0 m\u1ed9t l\u1ee3i th\u1ebf.<\/p>\n

\"Ri\u00eang<\/p>\n

<\/span>Kinh nghi\u1ec7m<\/span><\/h3>\n

V\u1edbi c\u00f9ng ph\u00e2n kh\u00fac gi\u00e1, nh\u1eefng nh\u00e0 cung c\u1ea5p c\u00f3 kinh nghi\u1ec7m h\u01a1n s\u1ebd l\u00e0 s\u1ef1 l\u1ef1a ch\u1ecdn l\u00fd t\u01b0\u1edfng. M\u1ed9t \u0111i\u1ec1u ch\u1eafc ch\u1eb1n r\u1eb1ng,\u00a0m\u1ed9t nh\u00e0 cung c\u1ea5p th\u1ef1c hi\u1ec7n nhi\u1ec1u d\u1ef1 \u00e1n kh\u00e1c nhau s\u1ebd c\u00f3 kh\u1ea3 n\u0103ng x\u1eed l\u00fd d\u1eef li\u1ec7u\u00a0t\u1ed1t h\u01a1n, kh\u1ea3 n\u0103ng x\u00e2y d\u1ef1ng \u0111\u1ed9i nh\u00f3m c\u0169ng nh\u01b0 n\u1eafm r\u00f5 ki\u1ebfn th\u1ee9c v\u1ec1 c\u00e1c lo\u1ea1i d\u1eef li\u1ec7u v\u00e0 ti\u1ebfn h\u00e0nh quy tr\u00ecnh ki\u1ec3m so\u00e1t ch\u1ea5t l\u01b0\u1ee3ng (QA) hi\u1ec7u qu\u1ea3 \u0111\u1ec3 \u0111\u00e1p \u1ee9ng mong \u0111\u1ee3i c\u1ee7a kh\u00e1ch h\u00e0ng.<\/p>\n

Ki\u1ec3m tra quy tr\u00ecnh \u0111\u1ea3m b\u1ea3o ch\u1ea5t l\u01b0\u1ee3ng t\u1ea1i \u0111\u00e2y<\/a><\/strong><\/em><\/p>\n

\"Kinh<\/p>\n

<\/span>S\u1ef1 linh ho\u1ea1t<\/span><\/h3>\n

T\u00ednh linh ho\u1ea1t \u0111\u01b0\u1ee3c \u0111\u00e1nh gi\u00e1 \u1edf nhi\u1ec1u kh\u00eda c\u1ea1nh kh\u00e1c nhau. Trong \u0111\u00f3 bao g\u1ed3m vi\u1ec7c nh\u00e0 cung c\u1ea5p c\u00f3 th\u1ec3 s\u1eed d\u1ee5ng nhi\u1ec1u c\u00f4ng c\u1ee5 theo y\u00eau c\u1ea7u c\u1ee7a kh\u00e1ch h\u00e0ng c\u0169ng nh\u01b0 kh\u1ea3 n\u0103ng trao \u0111\u1ed5i v\u00e0 c\u1eadp nh\u1eadt th\u00f4ng tin li\u00ean t\u1ee5c th\u00f4ng qua c\u00e1c n\u1ec1n t\u1ea3ng (WhatsApp, Skype, Zalo). Ngo\u00e0i ra, c\u00f4ng ty \u0111\u00f3 c\u00f2n c\u1ea7n c\u00f3 kh\u1ea3 n\u0103ng x\u1eed l\u00fd c\u00e1c\u00a0v\u1ea5n \u0111\u1ec1 ph\u00e1t sinh m\u1ed9t c\u00e1ch linh ho\u1ea1t v\u00e0 x\u00e2y d\u1ef1ng nh\u00e2n s\u1ef1 v\u1edbi c\u00e1c m\u00f4 h\u00ecnh kh\u00e1c nhau (d\u1ef1a tr\u00ean d\u1ef1 \u00e1n, theo y\u00eau c\u1ea7u c\u1ee5 th\u1ec3 v\u1ec1 th\u1eddi gian v\u00e0 ti\u1ebfn \u0111\u1ed9). Trong m\u1ed9t s\u1ed1 tr\u01b0\u1eddng h\u1ee3p, nh\u00e0 cung c\u1ea5p c\u1ea7n c\u00f3 m\u1ea1ng l\u01b0\u1edbi k\u1ebft n\u1ed1i r\u1ed9ng v\u1edbi kh\u1ea3 n\u0103ng h\u1ee3p t\u00e1c v\u1edbi c\u00e1c chuy\u00ean gia gi\u00e0u kinh nghi\u1ec7m \u1edf t\u1eebng l\u0129nh v\u1ef1c \u0111\u1ec3 \u0111\u1ea3m b\u1ea3o d\u1ef1 \u00e1n c\u00f3 hi\u1ec7u qu\u1ea3 t\u1ed1t nh\u1ea5t.<\/p>\n

V\u00ed d\u1ee5: \u0110\u1ed1i v\u1edbi c\u00e1c d\u1ef1 \u00e1n c\u00f3 y\u00eau c\u1ea7u g\u1ea5p v\u1ec1 th\u1eddi gian v\u00e0 s\u1ed1 l\u01b0\u1ee3ng nh\u00e2n s\u1ef1 cao h\u01a1n d\u1ef1 ki\u1ebfn ban \u0111\u1ea7u, l\u00fac\u00a0n\u00e0y \u0111\u00f2i h\u1ecfi kh\u1ea3 n\u0103ng m\u1edf r\u1ed9ng quy m\u00f4 nh\u00e2n s\u1ef1\u00a0m\u1ed9t c\u00e1ch nhanh ch\u00f3ng. V\u00ec th\u1ebf, nh\u00e0 cung c\u1ea5p c\u1ea7n tuy\u1ec3n d\u1ee5ng v\u00e0 \u0111\u00e0o t\u1ea1o m\u1ed9t s\u1ed1 l\u01b0\u1ee3ng l\u1edbn nh\u00e2n vi\u00ean\u00a0ch\u00fa th\u00edch v\u00e0 ki\u1ec3m so\u00e1t\u00a0ch\u1ea5t l\u01b0\u1ee3ng \u0111\u1ec3 \u0111\u1ea3m b\u1ea3o ti\u1ebfn \u0111\u1ed9.<\/p>\n

\"Linh<\/p>\n

<\/span>Th\u1eed nghi\u1ec7m<\/span><\/h3>\n

Tr\u01b0\u1edbc khi k\u00fd h\u1ee3p \u0111\u1ed3ng ch\u1ea1y d\u1ef1 \u00e1n ch\u00ednh th\u1ee9c, c\u00e1c c\u00f4ng ty ho\u00e0n to\u00e0n c\u00f3 th\u1ec3 y\u00eau c\u1ea7u nh\u00e0 cung c\u1ea5p th\u1ef1c hi\u1ec7n th\u1eed nghi\u1ec7m tri\u1ec3n khai d\u1ef1 \u00e1n \u1edf quy m\u00f4 nh\u1ecf h\u01a1n. M\u1ed9t d\u1ef1 \u00e1n th\u00ed \u0111i\u1ec3m gi\u00fap c\u00f4ng ty c\u00f3 th\u1ec3 \u0111\u00e1nh gi\u00e1 ch\u1ea5t l\u01b0\u1ee3ng c\u1ee7a d\u1eef li\u1ec7u ch\u00fa th\u00edch, th\u1eddi l\u01b0\u1ee3ng d\u1ef1 \u00e1n, hi\u1ec7u su\u1ea5t v\u00e0 tr\u00ecnh \u0111\u1ed9 c\u1ee7a nh\u00e2n s\u1ef1 ch\u00fa th\u00edch. Tuy nhi\u00ean, kh\u00f4ng ph\u1ea3i nh\u00e0 cung c\u1ea5p ch\u00fa th\u00edch d\u1eef li\u1ec7u n\u00e0o c\u0169ng s\u1eb5n s\u00e0ng cung c\u1ea5p b\u1ea3n th\u1eed nghi\u1ec7m \u1edf quy m\u00f4 nh\u1ecf mi\u1ec5n ph\u00ed. V\u00ec v\u1eady, b\u1ea1n c\u1ea7n h\u1ecfi r\u00f5 tr\u01b0\u1edbc v\u1ec1 chi ph\u00ed c\u1ee7a d\u1ef1 \u00e1n th\u00ed \u0111i\u1ec3m n\u00e0y.<\/p>\n

Li\u00ean h\u1ec7 v\u1edbi GDS \u0111\u1ec3 \u0111\u01b0\u1ee3c th\u1eed nghi\u1ec7m mi\u1ec5n ph\u00ed\u00a0<\/a><\/strong><\/em><\/p>\n

\"Th\u1eed<\/p>\n

V\u1edbi c\u00e1c d\u1ef1 \u00e1n ph\u1ee9c t\u1ea1p v\u00e0 d\u00e0i h\u1ea1n, c\u00f4ng ty c\u00f3 th\u1ec3 \u0111\u00e0m ph\u00e1n tr\u01b0\u1edbc \u0111\u1ec3 th\u1ef1c hi\u1ec7n PoC (Proof of Concept) ng\u1eafn h\u1ea1n \u0111\u1ec3 nh\u00e0 cung c\u1ea5p n\u1eafm r\u00f5 y\u00eau c\u1ea7u d\u1ef1 \u00e1n. Q\u00faa tr\u00ecnh n\u00e0y gi\u00fap\u00a0doanh nghi\u1ec7p nh\u1eadn bi\u1ebft \u0111\u01b0\u1ee3c s\u1ef1 ph\u00f9 h\u1ee3p v\u00e0 n\u0103ng l\u1ef1c c\u1ee7a nh\u00e0 cung c\u1ea5p. M\u1ed9t \u0111i\u1ec3m kh\u00e1c c\u1ea7n l\u01b0u \u00fd l\u00e0 doanh nghi\u1ec7p c\u1ea7n ph\u1ea3i tr\u1ea3 chi ph\u00ed cho qu\u00e1 tr\u00ecnh PoC.<\/p>\n

Sau khi thi\u1ebft l\u1eadp c\u00e1c ti\u00eau ch\u00ed m\u1ed9t c\u00e1ch chi ti\u1ebft, \u0111\u00e2y l\u00e0 th\u1eddi \u0111i\u1ec3m th\u00edch h\u1ee3p \u0111\u1ec3 \u0111\u00e1nh gi\u00e1 danh s\u00e1ch nh\u00e0 cung c\u1ea5p th\u00f4ng qua b\u1ea3ng ti\u00eau ch\u00ed ban \u0111\u1ea7u.\u00a0C\u00e1c ti\u00eau ch\u00ed tr\u00ean s\u1ebd ph\u1ea7n n\u00e0o g\u1ee3i \u00fd\u00a0gi\u00fap c\u00e1c doanh nghi\u1ec7p c\u00f3 c\u00e1i nh\u00ecn r\u00f5 h\u01a1n khi\u00a0l\u1ef1a ch\u1ecdn nh\u00e0 cung c\u1ea5p d\u1ecbch v\u1ee5 ch\u00fa th\u00edch d\u1eef li\u1ec7u\u00a0ph\u00f9 h\u1ee3p. Ch\u1ea5t l\u01b0\u1ee3ng ch\u00fa th\u00edch d\u1eef li\u1ec7u t\u1ed1t s\u1ebd l\u00e0 c\u01a1 s\u1edf cho c\u00e1c m\u00f4 h\u00ecnh m\u00e1y h\u1ecdc (AI) ho\u1ea1t \u0111\u1ed9ng hi\u1ec7u qu\u1ea3.<\/p>\n

V\u1edbi nhi\u1ec1u n\u0103m kinh nghi\u1ec7m, LTS GDS vinh d\u1ef1 \u0111\u01b0\u1ee3c Good Firms<\/a><\/strong><\/em> ch\u1ee9ng nh\u1eadn l\u00e0 C\u00f4ng ty BPO h\u00e0ng \u0111\u1ea7u Vi\u1ec7t Nam (2020). Ngo\u00e0i ra, ch\u00fang t\u00f4i c\u00f2n \u0111\u1ea1t \u0111\u01b0\u1ee3c Gi\u1ea3i th\u01b0\u1edfng Sao Khu\u00ea danh gi\u00e1 n\u0103m 2021 cho D\u1ecbch v\u1ee5 Ch\u00fa th\u00edch D\u1eef li\u1ec7u xu\u1ea5t s\u1eafc. LTS GDS \u0111\u00e3 th\u1ef1c hi\u1ec7n h\u01a1n 500 d\u1ef1 \u00e1n ch\u00fa th\u00edch d\u1eef li\u1ec7u trong nhi\u1ec1u l\u0129nh v\u1ef1c kh\u00e1c nhau nh\u01b0 \u00d4 t\u00f4 t\u1ef1 \u0111\u1ed9ng, B\u00e1n l\u1ebb, S\u1ea3n xu\u1ea5t, X\u00e2y d\u1ef1ng v\u00e0 Th\u1ec3 thao. H\u00e0ng tr\u0103m d\u1ef1 \u00e1n ch\u00fa th\u00edch d\u1eef li\u1ec7u nh\u1eadn \u0111\u01b0\u1ee3c s\u1ef1 h\u00e0i l\u00f2ng t\u1eeb kh\u00e1ch h\u00e0ng v\u1edbi \u0111\u1ed9 ch\u00ednh x\u00e1c l\u00ean t\u1edbi 98%, \u0111i\u1ec1u n\u00e0y gi\u00fap LTS GDS tr\u1edf th\u00e0nh \u0111\u1ed1i t\u00e1c tin c\u1eady<\/a> c\u1ee7a nhi\u1ec1u t\u1eadp \u0111o\u00e0n l\u1edbn tr\u00ean th\u1ebf gi\u1edbi nh\u01b0 M\u1ef9, \u0110\u1ee9c, Nh\u1eadt B\u1ea3n, H\u00e0n Qu\u1ed1c…<\/p>\n

\u0110\u1ec3 t\u00ecm hi\u1ec3u th\u00eam th\u00f4ng tin chi ti\u1ebft, h\u00e3y li\u00ean h\u1ec7 ngay v\u1edbi ch\u00fang t\u00f4i!<\/p>\n","protected":false},"excerpt":{"rendered":"

V\u00e0o n\u0103m 2022, \u201cQuy m\u00f4 th\u1ecb tr\u01b0\u1eddng tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o to\u00e0n c\u1ea7u \u0111\u01b0\u1ee3c \u0111\u1ecbnh gi\u00e1 l\u00e0 136,55 t\u1ef7 USD\u201d. Theo Grand View Research, d\u1ef1 ki\u1ebfn th\u1ecb tr\u01b0\u1eddng s\u1ebd v\u1eabn ti\u1ebfp t\u1ee5c t\u0103ng tr\u01b0\u1edfng v\u1edbi\u00a0\u201ct\u1ed1c \u0111\u1ed9 t\u0103ng tr\u01b0\u1edfng k\u00e9p h\u00e0ng n\u0103m (CAGR) l\u00e0 37,3% t\u1eeb n\u0103m 2023 \u0111\u1ebfn n\u0103m 2030\u201d. \u0110\u1ec3 \u1ee9ng d\u1ee5ng AI v\u00e0o nhi\u1ec1u kh\u00eda c\u1ea1nh c\u1ee7a cu\u1ed9c s\u1ed1ng, ch\u1ea5t l\u01b0\u1ee3ng d\u1eef li\u1ec7u \u0111\u1ea7u v\u00e0o \u1ea3nh h\u01b0\u1edfng r\u1ea5t l\u1edbn \u0111\u1ebfn kh\u1ea3 n\u0103ng th\u1ef1c t\u1ebf c\u1ee7a m\u00f4 h\u00ecnh AI. V\u00ec v\u1eady, c\u00e1c c\u00f4ng ty AI lu\u00f4n t\u00ecm ki\u1ebfm c\u00e1c gi\u1ea3i ph\u00e1p ch\u00fa th\u00edch d\u1eef li\u1ec7u ch\u1ea5t l\u01b0\u1ee3ng cao \u0111\u1ec3 \u0111\u00e0o t\u1ea1o cho c\u00e1c m\u00f4 h\u00ecnh AI.\u00a0Nhi\u1ec1u c\u00f4ng ty ch\u1ecdn ph\u01b0\u01a1ng \u00e1n t\u1eadp trung ngu\u1ed3n l\u1ef1c v\u00e0o \u0111\u1ed9i ng\u0169 n\u1ed9i b\u1ed9 c\u1ee7a h\u1ecd; b\u00ean c\u1ea1nh \u0111\u00f3 c\u0169ng c\u00f3\u00a0nhi\u1ec1u doanh nghi\u1ec7p\u00a0kh\u00e1c l\u1ea1i l\u1ef1a ch\u1ecdn s\u1eed d\u1ee5ng d\u1ecbch v\u1ee5 gia c\u00f4ng. \u0110\u1eb7c bi\u1ec7t khi c\u00e1c c\u00f4ng ty AI x\u1eed l\u00fd ngu\u1ed3n th\u00f4ng tin c\u1ea7n b\u1ea3o m\u1eadt, vi\u1ec7c s\u1eed d\u1ee5ng d\u1ecbch v\u1ee5 gia c\u00f4ng \u0111\u01b0\u1ee3c coi l\u00e0 m\u1ed9t trong nh\u1eefng gi\u1ea3i ph\u00e1p t\u1ed1i \u01b0u cho doanh nghi\u1ec7p khi gi\u00fap t\u1ed1i \u01b0u qu\u00e1 tr\u00ecnh tri\u1ec3n khai v\u1edbi \u0111\u1ed9i ng\u0169 nh\u00e2n vi\u00ean chuy\u00ean m\u00f4n\u00a0v\u00e0 quan tr\u1ecdng h\u01a1n h\u1ebft l\u00e0 gi\u00fap ti\u1ebft ki\u1ec7m chi ph\u00ed. Tuy nhi\u00ean, vi\u1ec7c l\u1ef1a ch\u1ecdn \u0111\u01a1n v\u1ecb cung c\u1ea5p d\u1ecbch v\u1ee5 ch\u00fa th\u00edch d\u1eef li\u1ec7u ph\u00f9 h\u1ee3p \u0111\u1ec3 h\u1ee3p t\u00e1c l\u00e2u d\u00e0i l\u00e0 \u0111i\u1ec1u kh\u00f4ng h\u1ec1 d\u1ec5 d\u00e0ng. N\u1ebfu ch\u00fang ta ch\u01b0a c\u00f3 th\u1ec3\u00a0h\u1ee3p t\u00e1c v\u1edbi nh\u00e0 cung c\u1ea5p ph\u00f9 h\u1ee3p s\u1ebd d\u1eabn \u0111\u1ebfn vi\u1ec7c d\u1ecbch v\u1ee5 k\u00e9m ch\u1ea5t l\u01b0\u1ee3ng, l\u00e3ng ph\u00ed ng\u00e2n s\u00e1ch v\u00e0 \u1ea3nh h\u01b0\u1edfng \u0111\u1ebfn ti\u1ebfn \u0111\u1ed9 d\u1ef1 \u00e1n. V\u1eady l\u00e0m th\u1ebf n\u00e0o \u0111\u1ec3 t\u00ecm \u0111\u01b0\u1ee3c nh\u00e0 cung c\u1ea5p d\u1ecbch v\u1ee5 ch\u00fa th\u00edch d\u1eef li\u1ec7u t\u1ed1t nh\u1ea5t? H\u00e3y c\u00f9ng\u00a0t\u00ecm hi\u1ec3u c\u00e1c y\u1ebfu t\u1ed1 ch\u00ednh c\u1ea7n xem x\u00e9t \u0111\u1ec3 c\u00e2n nh\u1eafc nh\u00e0 cung c\u1ea5p ch\u00fa th\u00edch d\u1eef li\u1ec7u ph\u00f9 h\u1ee3p. 7 TI\u00caU CH\u00cd CH\u1eccN L\u1ef0A NH\u00c0 CUNG C\u1ea4P CH\u00da TH\u00cdCH D\u1eee LI\u1ec6U Y\u00eau c\u1ea7u d\u1ef1 \u00e1n \u0110\u1ec3 nh\u00e0 cung c\u1ea5p \u0111\u00e1p \u1ee9ng \u0111\u01b0\u1ee3c nhu c\u1ea7u c\u1ee7a d\u1ef1 \u00e1n, doanh nghi\u1ec7p c\u1ea7n x\u00e1c \u0111\u1ecbnh r\u00f5 c\u00e1c ti\u00eau ch\u00ed c\u1ee7a d\u1ef1 \u00e1n s\u1ebd h\u1ee3p t\u00e1c, bao g\u1ed3m t\u1ef7 l\u1ec7 ch\u00ednh x\u00e1c, ti\u1ebfn \u0111\u1ed9, chi ph\u00ed,\u00a0tr\u00ecnh \u0111\u1ed9 nh\u00e2n vi\u00ean, lo\u1ea1i d\u1eef li\u1ec7u c\u1ea7n ch\u00fa th\u00edch, kh\u1ed1i l\u01b0\u1ee3ng d\u1eef li\u1ec7u v\u00e0 lo\u1ea1i ch\u00fa th\u00edch. Vi\u1ec7c l\u00e0m r\u00f5 nh\u1eefng y\u00eau c\u1ea7u c\u01a1 b\u1ea3n ban \u0111\u1ea7u l\u00e0 ch\u00eca kh\u00f3a \u0111\u1ec3 tr\u00e1nh hi\u1ec3u l\u1ea7m, th\u1eafc m\u1eafc trong qu\u00e1 tr\u00ecnh tri\u1ec3n khai v\u00e0 nh\u1eefng sai s\u00f3t kh\u00f4ng \u0111\u00e1ng c\u00f3. Ng\u00e2n s\u00e1ch Khi b\u1eaft \u0111\u1ea7u m\u1ed7i d\u1ef1 \u00e1n, vi\u1ec7c ho\u1ea1ch \u0111\u1ecbnh ng\u00e2n s\u00e1ch cho c\u00e1c d\u1ef1 \u00e1n l\u00e0 \u0111i\u1ec1u c\u1ea7n thi\u1ebft. X\u00e1c \u0111\u1ecbnh chi ph\u00ed ngay t\u1eeb \u0111\u1ea7u s\u1ebd gi\u00fap c\u00e1c c\u00f4ng ty x\u00e1c \u0111\u1ecbnh ph\u00e2n kh\u00fac nh\u00e0 cung c\u1ea5p ch\u00fa th\u00edch d\u1eef li\u1ec7u d\u1ef1a tr\u00ean v\u1ecb tr\u00ed ho\u1eb7c tr\u00ecnh \u0111\u1ed9 chuy\u00ean m\u00f4n. Ch\u1ea5t l\u01b0\u1ee3ng B\u00ean c\u1ea1nh chi ph\u00ed, ch\u1ea5t l\u01b0\u1ee3ng c\u0169ng l\u00e0 y\u1ebfu t\u1ed1 quan tr\u1ecdng kh\u00f4ng k\u00e9m khi l\u1ef1a ch\u1ecdn \u0111\u01a1n v\u1ecb cung c\u1ea5p d\u1ecbch v\u1ee5 ch\u00fa th\u00edch d\u1eef li\u1ec7u. M\u1ed9t l\u01b0u \u00fd l\u00e0 c\u1ea7n t\u00ecm hi\u1ec3u th\u00eam v\u1ec1 chuy\u00ean m\u00f4n v\u00e0 n\u0103ng l\u1ef1c c\u1ee7a nh\u00e0 cung c\u1ea5p th\u00f4ng qua danh m\u1ee5c \u0111\u1ea7u t\u01b0, quy m\u00f4 nh\u00e2n s\u1ef1, t\u1ed1c \u0111\u1ed9 t\u0103ng tr\u01b0\u1edfng c\u0169ng nh\u01b0 ph\u1ea3n h\u1ed3i c\u1ee7a kh\u00e1ch h\u00e0ng tr\u00ean c\u00e1c trang web \u0111\u00e1nh gi\u00e1 c\u00f4ng ty uy t\u00edn. \u0110\u00e2y s\u1ebd l\u00e0 nh\u1eefng ngu\u1ed3n th\u00f4ng tin kh\u00e1ch quan \u0111\u1ec3 b\u1ea1n \u0111\u00e1nh gi\u00e1 c\u00f4ng ty b\u00ean c\u1ea1nh nh\u1eefng t\u00e0i li\u1ec7u gi\u1edbi thi\u1ec7u m\u00e0 nh\u00e0 cung c\u1ea5p \u0111\u01b0a ra. Quy\u1ec1n ri\u00eang t\u01b0 v\u00e0 b\u1ea3o m\u1eadt Khi ch\u1ecdn thu\u00ea ngo\u00e0i c\u00e1c d\u1ef1 \u00e1n ch\u00fa th\u00edch\u00a0d\u1eef li\u1ec7u, b\u1ea1n s\u1ebd c\u1ea7n\u00a0cho c\u00e1c nh\u00e0 cung c\u1ea5p b\u00ean ngo\u00e0i quy\u1ec1n truy c\u1eadp v\u00e0o d\u1eef li\u1ec7u n\u1ed9i b\u1ed9. \u0110\u1ec3 \u0111\u1ea3m b\u1ea3o t\u00ednh b\u1ea3o m\u1eadt, \u0111i\u1ec1u quan tr\u1ecdng l\u00e0 ph\u1ea3i k\u00fd k\u1ebft b\u1ea3n Th\u1ecfa thu\u1eadn NDA cho b\u1ea5t k\u1ef3 d\u1ef1 \u00e1n n\u00e0o. Ngo\u00e0i ra, n\u1ebfu nh\u01b0 c\u00f4ng ty c\u00f3 c\u00e1c ch\u1ee9ng nh\u1eadn b\u1ea3o m\u1eadt qu\u1ed1c t\u1ebf nh\u01b0 GDPR (Ch\u00e2u \u00c2u) ho\u1eb7c ISO 27001 (Ch\u00e2u \u00c1) th\u00ec \u0111\u00f3 s\u1ebd l\u00e0 m\u1ed9t l\u1ee3i th\u1ebf. Kinh nghi\u1ec7m V\u1edbi c\u00f9ng ph\u00e2n kh\u00fac gi\u00e1, nh\u1eefng nh\u00e0 cung c\u1ea5p c\u00f3 kinh nghi\u1ec7m h\u01a1n s\u1ebd l\u00e0 s\u1ef1 l\u1ef1a ch\u1ecdn l\u00fd t\u01b0\u1edfng. M\u1ed9t \u0111i\u1ec1u ch\u1eafc ch\u1eb1n r\u1eb1ng,\u00a0m\u1ed9t nh\u00e0 cung c\u1ea5p th\u1ef1c hi\u1ec7n nhi\u1ec1u d\u1ef1 \u00e1n kh\u00e1c nhau s\u1ebd c\u00f3 kh\u1ea3 n\u0103ng x\u1eed l\u00fd d\u1eef li\u1ec7u\u00a0t\u1ed1t h\u01a1n, kh\u1ea3 n\u0103ng x\u00e2y d\u1ef1ng \u0111\u1ed9i nh\u00f3m c\u0169ng nh\u01b0 n\u1eafm r\u00f5 ki\u1ebfn th\u1ee9c v\u1ec1 c\u00e1c lo\u1ea1i d\u1eef li\u1ec7u v\u00e0 ti\u1ebfn h\u00e0nh quy tr\u00ecnh ki\u1ec3m so\u00e1t ch\u1ea5t l\u01b0\u1ee3ng (QA) hi\u1ec7u qu\u1ea3 \u0111\u1ec3 \u0111\u00e1p \u1ee9ng mong \u0111\u1ee3i c\u1ee7a kh\u00e1ch h\u00e0ng. Ki\u1ec3m tra quy tr\u00ecnh \u0111\u1ea3m b\u1ea3o ch\u1ea5t l\u01b0\u1ee3ng t\u1ea1i \u0111\u00e2y S\u1ef1 linh ho\u1ea1t T\u00ednh linh ho\u1ea1t \u0111\u01b0\u1ee3c \u0111\u00e1nh gi\u00e1 \u1edf nhi\u1ec1u kh\u00eda c\u1ea1nh kh\u00e1c nhau. Trong \u0111\u00f3 bao g\u1ed3m vi\u1ec7c nh\u00e0 cung c\u1ea5p c\u00f3 th\u1ec3 s\u1eed d\u1ee5ng nhi\u1ec1u c\u00f4ng c\u1ee5 theo y\u00eau c\u1ea7u c\u1ee7a kh\u00e1ch h\u00e0ng c\u0169ng nh\u01b0 kh\u1ea3 n\u0103ng trao \u0111\u1ed5i v\u00e0 c\u1eadp nh\u1eadt th\u00f4ng tin li\u00ean t\u1ee5c th\u00f4ng qua c\u00e1c n\u1ec1n t\u1ea3ng (WhatsApp, Skype, Zalo). Ngo\u00e0i ra, c\u00f4ng ty \u0111\u00f3 c\u00f2n c\u1ea7n c\u00f3 kh\u1ea3 n\u0103ng x\u1eed l\u00fd c\u00e1c\u00a0v\u1ea5n \u0111\u1ec1 ph\u00e1t sinh m\u1ed9t c\u00e1ch linh ho\u1ea1t v\u00e0 x\u00e2y d\u1ef1ng nh\u00e2n s\u1ef1 v\u1edbi c\u00e1c m\u00f4 h\u00ecnh kh\u00e1c nhau (d\u1ef1a tr\u00ean d\u1ef1 \u00e1n, theo y\u00eau c\u1ea7u c\u1ee5 th\u1ec3 v\u1ec1 th\u1eddi gian v\u00e0 ti\u1ebfn \u0111\u1ed9). Trong m\u1ed9t s\u1ed1 tr\u01b0\u1eddng h\u1ee3p, nh\u00e0 cung c\u1ea5p c\u1ea7n c\u00f3 m\u1ea1ng l\u01b0\u1edbi k\u1ebft n\u1ed1i r\u1ed9ng v\u1edbi kh\u1ea3 n\u0103ng h\u1ee3p t\u00e1c v\u1edbi c\u00e1c chuy\u00ean gia gi\u00e0u kinh nghi\u1ec7m \u1edf t\u1eebng l\u0129nh v\u1ef1c \u0111\u1ec3 \u0111\u1ea3m b\u1ea3o d\u1ef1 \u00e1n c\u00f3 hi\u1ec7u qu\u1ea3 t\u1ed1t nh\u1ea5t. V\u00ed d\u1ee5: \u0110\u1ed1i v\u1edbi c\u00e1c d\u1ef1 \u00e1n c\u00f3 y\u00eau c\u1ea7u g\u1ea5p v\u1ec1 th\u1eddi gian v\u00e0 s\u1ed1 l\u01b0\u1ee3ng nh\u00e2n s\u1ef1 cao h\u01a1n d\u1ef1 ki\u1ebfn ban \u0111\u1ea7u, l\u00fac\u00a0n\u00e0y \u0111\u00f2i h\u1ecfi kh\u1ea3 n\u0103ng m\u1edf r\u1ed9ng quy m\u00f4 nh\u00e2n s\u1ef1\u00a0m\u1ed9t c\u00e1ch nhanh ch\u00f3ng. V\u00ec th\u1ebf, nh\u00e0 cung c\u1ea5p c\u1ea7n tuy\u1ec3n d\u1ee5ng v\u00e0 \u0111\u00e0o t\u1ea1o m\u1ed9t s\u1ed1 l\u01b0\u1ee3ng l\u1edbn nh\u00e2n vi\u00ean\u00a0ch\u00fa th\u00edch v\u00e0 ki\u1ec3m so\u00e1t\u00a0ch\u1ea5t l\u01b0\u1ee3ng \u0111\u1ec3 \u0111\u1ea3m b\u1ea3o ti\u1ebfn \u0111\u1ed9. Th\u1eed nghi\u1ec7m Tr\u01b0\u1edbc khi k\u00fd h\u1ee3p \u0111\u1ed3ng ch\u1ea1y d\u1ef1 \u00e1n ch\u00ednh th\u1ee9c, c\u00e1c c\u00f4ng ty ho\u00e0n to\u00e0n c\u00f3 th\u1ec3 y\u00eau c\u1ea7u nh\u00e0 cung c\u1ea5p th\u1ef1c hi\u1ec7n th\u1eed nghi\u1ec7m tri\u1ec3n khai d\u1ef1 \u00e1n \u1edf quy m\u00f4 nh\u1ecf h\u01a1n. M\u1ed9t d\u1ef1 \u00e1n th\u00ed \u0111i\u1ec3m gi\u00fap c\u00f4ng ty c\u00f3 th\u1ec3 \u0111\u00e1nh gi\u00e1<\/p>\n","protected":false},"author":1,"featured_media":27264,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"inline_featured_image":false,"footnotes":""},"categories":[83,76],"tags":[254],"_links":{"self":[{"href":"https:\/\/www.gdsonline.tech\/vi\/wp-json\/wp\/v2\/posts\/1645"}],"collection":[{"href":"https:\/\/www.gdsonline.tech\/vi\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.gdsonline.tech\/vi\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.gdsonline.tech\/vi\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.gdsonline.tech\/vi\/wp-json\/wp\/v2\/comments?post=1645"}],"version-history":[{"count":6,"href":"https:\/\/www.gdsonline.tech\/vi\/wp-json\/wp\/v2\/posts\/1645\/revisions"}],"predecessor-version":[{"id":26477,"href":"https:\/\/www.gdsonline.tech\/vi\/wp-json\/wp\/v2\/posts\/1645\/revisions\/26477"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.gdsonline.tech\/vi\/wp-json\/wp\/v2\/media\/27264"}],"wp:attachment":[{"href":"https:\/\/www.gdsonline.tech\/vi\/wp-json\/wp\/v2\/media?parent=1645"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.gdsonline.tech\/vi\/wp-json\/wp\/v2\/categories?post=1645"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.gdsonline.tech\/vi\/wp-json\/wp\/v2\/tags?post=1645"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}