![\"M\u1ed9t](\"https:\/\/files.manuscdn.com\/user_upload_by_module\/session_file\/310519663078989020\/TbbbNwdLMKTMyIvU.png\")
<\/p>\nIndonesia v\u00e0 Vi\u1ec7t Nam kh\u00f4ng ch\u1ec9 l\u00e0 nh\u1eefng qu\u1ed1c gia; h\u1ecd l\u00e0 nh\u1eefng \u0111\u1ebf ch\u1ebf c\u1ee7a ph\u01b0\u01a1ng ti\u1ec7n hai b\u00e1nh. V\u1edbi t\u1ed5ng d\u00e2n s\u1ed1 h\u01a1n 370 tri\u1ec7u ng\u01b0\u1eddi v\u00e0 h\u01a1n 150 tri\u1ec7u xe m\u00e1y \u0111\u00e3 \u0111\u0103ng k\u00fd, nh\u1eefng qu\u1ed1c gia \u0110\u00f4ng Nam \u00c1 n\u00e0y \u0111\u1ea1i di\u1ec7n cho tr\u00e1i tim \u0111ang \u0111\u1eadp c\u1ee7a th\u1ecb tr\u01b0\u1eddng xe m\u00e1y to\u00e0n c\u1ea7u. M\u1eb7c d\u00f9 s\u1ed1 l\u01b0\u1ee3ng tuy\u1ec7t \u0111\u1ed1i \u0111\u00e3 \u0111\u00e1ng kinh ng\u1ea1c, c\u00e2u chuy\u1ec7n th\u1ef1c s\u1ef1 n\u1eb1m \u1edf c\u01a1 h\u1ed9i b\u00f9ng n\u1ed5 cho s\u1ef1 \u0111\u1ed9t ph\u00e1 c\u00f4ng ngh\u1ec7. Ng\u00e0nh c\u00f4ng nghi\u1ec7p xe m\u00e1y \u1edf khu v\u1ef1c n\u00e0y, v\u1ed1n \u0111\u00e3 \u0103n s\u00e2u v\u00e0o c\u00e1c ho\u1ea1t \u0111\u1ed9ng truy\u1ec1n th\u1ed1ng, ngo\u1ea1i tuy\u1ebfn, \u0111\u00e3 ch\u00edn mu\u1ed3i cho m\u1ed9t cu\u1ed9c chuy\u1ec3n \u0111\u1ed5i s\u1ed1, v\u00e0 c\u00e1c c\u00f4ng ty hi\u1ec3u \u0111\u01b0\u1ee3c b\u1ed1i c\u1ea3nh \u0111\u1ecba ph\u01b0\u01a1ng \u0111\u1ed9c \u0111\u00e1o \u0111\u00e3 s\u1eb5n s\u00e0ng \u0111\u1ec3 d\u1eabn \u0111\u1ea7u. \u0110\u00e2y l\u00e0 b\u1ed1i c\u1ea3nh n\u01a1i m\u1ed9t c\u00f4ng ty nh\u01b0 Fitdata, m\u1ed9t c\u00f4ng ty kh\u1edfi nghi\u1ec7p c\u1ee7a H\u00e0n Qu\u1ed1c \u0111\u01b0\u1ee3c trang b\u1ecb tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o, \u0111ang \u0111\u1eb7t c\u01b0\u1ee3c, v\u00e0 c\u00f3 l\u00fd do ch\u00ednh \u0111\u00e1ng.<\/p>\n
<\/p>\n
\u0110\u1ec3 \u0111\u00e1nh gi\u00e1 \u0111\u00fang quy m\u00f4 c\u1ee7a c\u01a1 h\u1ed9i, tr\u01b0\u1edbc ti\u00ean ng\u01b0\u1eddi ta ph\u1ea3i hi\u1ec3u vai tr\u00f2 trung t\u00e2m c\u1ee7a xe m\u00e1y trong cu\u1ed9c s\u1ed1ng h\u00e0ng ng\u00e0y c\u1ee7a m\u1ed9t c\u00f4ng d\u00e2n Indonesia ho\u1eb7c Vi\u1ec7t Nam b\u00ecnh th\u01b0\u1eddng. Ch\u00fang kh\u00f4ng ph\u1ea3i l\u00e0 m\u1ed9t th\u1ee9 xa x\u1ec9 hay m\u1ed9t s\u1edf th\u00edch; ch\u00fang l\u00e0 ph\u01b0\u01a1ng ti\u1ec7n di chuy\u1ec3n ch\u00ednh, x\u01b0\u01a1ng s\u1ed1ng c\u1ee7a n\u1ec1n kinh t\u1ebf h\u1eadu c\u1ea7n v\u00e0 giao h\u00e0ng, v\u00e0 l\u00e0 m\u1ed9t c\u00f4ng c\u1ee5 quan tr\u1ecdng cho s\u1ef1 di chuy\u1ec3n c\u00e1 nh\u00e2n v\u00e0 ngh\u1ec1 nghi\u1ec7p. S\u1ef1 t\u00edch h\u1ee3p s\u00e2u s\u1eafc n\u00e0y \u0111\u00e3 t\u1ea1o ra m\u1ed9t h\u1ec7 sinh th\u00e1i kh\u1ed5ng l\u1ed3 v\u00e0 ki\u00ean c\u01b0\u1eddng xung quanh vi\u1ec7c s\u1edf h\u1eefu xe m\u00e1y, t\u1eeb b\u00e1n h\u00e0ng v\u00e0 t\u00e0i ch\u00ednh \u0111\u1ebfn b\u1ea3o hi\u1ec3m, v\u00e0 quan tr\u1ecdng nh\u1ea5t l\u00e0 b\u1ea3o tr\u00ec v\u00e0 s\u1eeda ch\u1eefa. Tuy nhi\u00ean, h\u1ec7 sinh th\u00e1i n\u00e0y \u0111\u01b0\u1ee3c \u0111\u1eb7c tr\u01b0ng b\u1edfi s\u1ef1 thi\u1ebfu hi\u1ec7u qu\u1ea3 s\u00e2u s\u1eafc v\u00e0 thi\u1ebfu minh b\u1ea1ch \u0111\u00e3 g\u00e2y kh\u00f3 kh\u0103n cho n\u00f3 trong nhi\u1ec1u th\u1eadp k\u1ef7. Ng\u00e0nh c\u00f4ng nghi\u1ec7p s\u1eeda ch\u1eefa g\u1ea7n nh\u01b0 ho\u00e0n to\u00e0n ngo\u1ea1i tuy\u1ebfn, v\u1edbi \u01b0\u1edbc t\u00ednh 99,9% ho\u1ea1t \u0111\u1ed9ng \u0111\u01b0\u1ee3c ti\u1ebfn h\u00e0nh t\u1ea1i c\u00e1c x\u01b0\u1edfng nh\u1ecf, \u0111\u1ed9c l\u1eadp. S\u1ef1 ph\u00e2n m\u1ea3nh n\u00e0y d\u1eabn \u0111\u1ebfn m\u1ed9t lo\u1ea1t v\u1ea5n \u0111\u1ec1: kh\u00f4ng c\u00f3 h\u1ec7 th\u1ed1ng ti\u00eau chu\u1ea9n h\u00f3a cho h\u1ed3 s\u01a1 b\u1ea3o tr\u00ec, t\u1ea1o ra m\u1ed9t l\u1ed7 \u0111en d\u1eef li\u1ec7u. \u0110\u1ed1i v\u1edbi ng\u01b0\u1eddi ti\u00eau d\u00f9ng, \u0111i\u1ec1u n\u00e0y d\u1eabn \u0111\u1ebfn s\u1ef1 b\u1ea5t \u0111\u1ed1i x\u1ee9ng th\u00f4ng tin, \u0111\u1eb7c bi\u1ec7t l\u00e0 khi mua m\u1ed9t chi\u1ebfc xe m\u00e1y \u0111\u00e3 qua s\u1eed d\u1ee5ng, n\u01a1i l\u1ecbch s\u1eed c\u1ee7a chi\u1ebfc xe th\u01b0\u1eddng l\u00e0 v\u1ea5n \u0111\u1ec1 ph\u1ecfng \u0111o\u00e1n v\u00e0 tin t\u01b0\u1edfng, thay v\u00ec d\u1eef li\u1ec7u c\u00f3 th\u1ec3 ki\u1ec3m ch\u1ee9ng. \u0110\u1ed1i v\u1edbi c\u00e1c doanh nghi\u1ec7p, ch\u1eb3ng h\u1ea1n nh\u01b0 c\u00e1c c\u00f4ng ty b\u1ea3o hi\u1ec3m v\u00e0 h\u1eadu c\u1ea7n ph\u1ee5 thu\u1ed9c v\u00e0o \u0111\u1ed9i xe m\u00e1y l\u1edbn, vi\u1ec7c kh\u00f4ng th\u1ec3 theo d\u00f5i b\u1ea3o tr\u00ec v\u00e0 d\u1ef1 \u0111o\u00e1n h\u1ecfng h\u00f3c d\u1eabn \u0111\u1ebfn s\u1ef1 thi\u1ebfu hi\u1ec7u qu\u1ea3 ho\u1ea1t \u0111\u1ed9ng v\u00e0 t\u1ed5n th\u1ea5t t\u00e0i ch\u00ednh \u0111\u00e1ng k\u1ec3.<\/p>\n
\u0110\u00e2y l\u00e0 l\u00fac s\u1ef1 b\u1eaft bu\u1ed9c \u0111\u1ed1i v\u1edbi \u0111\u1ed5i m\u1edbi c\u00f4ng ngh\u1ec7 tr\u1edf n\u00ean kh\u00f4ng th\u1ec3 ph\u1ee7 nh\u1eadn. C\u00e1c \u0111i\u1ec3m \u0111au l\u00e0 r\u00f5 r\u00e0ng v\u00e0 hi\u1ec7n h\u1eefu \u0111\u1ed1i v\u1edbi m\u1ecdi b\u00ean li\u00ean quan. Ng\u01b0\u1eddi \u0111i xe th\u01b0\u1eddng ph\u1ea3i ch\u1ecbu s\u1ef1 th\u01b0\u01a1ng x\u00f3t c\u1ee7a c\u00e1c th\u1ee3 m\u00e1y, v\u1edbi r\u1ea5t \u00edt ho\u1eb7c kh\u00f4ng c\u00f3 t\u1ea7m nh\u00ecn v\u1ec1 ch\u1ea5t l\u01b0\u1ee3ng s\u1eeda ch\u1eefa ho\u1eb7c s\u1ef1 c\u00f4ng b\u1eb1ng c\u1ee7a gi\u00e1 c\u1ea3. C\u00e1c c\u1eeda h\u00e0ng s\u1eeda ch\u1eefa, m\u1eb7c d\u00f9 c\u00f3 tay ngh\u1ec1 cao, nh\u01b0ng l\u1ea1i thi\u1ebfu c\u00e1c c\u00f4ng c\u1ee5 k\u1ef9 thu\u1eadt s\u1ed1 \u0111\u1ec3 qu\u1ea3n l\u00fd ho\u1ea1t \u0111\u1ed9ng c\u1ee7a h\u1ecd m\u1ed9t c\u00e1ch hi\u1ec7u qu\u1ea3, theo d\u00f5i l\u1ecbch s\u1eed kh\u00e1ch h\u00e0ng ho\u1eb7c t\u1ed1i \u01b0u h\u00f3a h\u00e0ng t\u1ed3n kho c\u1ee7a h\u1ecd. Vi\u1ec7c kh\u00f4ng c\u00f3 d\u1eef li\u1ec7u c\u00f3 c\u1ea5u tr\u00fac c\u00f3 ngh\u0129a l\u00e0 nh\u1eefng hi\u1ec3u bi\u1ebft quan tr\u1ecdng c\u00f3 th\u1ec3 c\u1ea3i thi\u1ec7n tu\u1ed5i th\u1ecd c\u1ee7a xe, gi\u1ea3m chi ph\u00ed v\u00e0 t\u0103ng c\u01b0\u1eddng an to\u00e0n b\u1ecb m\u1ea5t \u0111i. Gi\u1ea3i ph\u00e1p n\u1eb1m \u1edf vi\u1ec7c x\u00e2y d\u1ef1ng m\u1ed9t c\u01a1 s\u1edf h\u1ea1 t\u1ea7ng k\u1ef9 thu\u1eadt s\u1ed1 c\u00f3 th\u1ec3 n\u1eafm b\u1eaft, c\u1ea5u tr\u00fac v\u00e0 ph\u00e2n t\u00edch l\u01b0\u1ee3ng l\u1edbn d\u1eef li\u1ec7u \u0111\u01b0\u1ee3c t\u1ea1o ra b\u1edfi v\u00f2ng \u0111\u1eddi c\u1ee7a xe m\u00e1y. \u0110\u00e2y l\u00e0 th\u00e1ch th\u1ee9c m\u00e0 m\u1ed9t l\u00e0n s\u00f3ng m\u1edbi c\u1ee7a c\u00e1c c\u00f4ng ty c\u00f4ng ngh\u1ec7 \u0111ang gi\u1ea3i quy\u1ebft, v\u00e0 \u0111\u00f3 l\u00e0 m\u1ed9t th\u00e1ch th\u1ee9c \u0111\u00f2i h\u1ecfi m\u1ed9t c\u00e1ch ti\u1ebfp c\u1eadn tinh vi, \u0111a di\u1ec7n.<\/p>\n
![\"M\u1ed9t](\"https:\/\/files.manuscdn.com\/user_upload_by_module\/session_file\/310519663078989020\/fwGdQhLmtnhenaLN.png\")
<\/p>\n
Fitdata, m\u1ed9t c\u00f4ng ty kh\u1edfi nghi\u1ec7p c\u1ee7a H\u00e0n Qu\u1ed1c do CEO Lee Min-su \u0111\u1ee9ng \u0111\u1ea7u, cung c\u1ea5p m\u1ed9t nghi\u00ean c\u1ee9u \u0111i\u1ec3n h\u00ecnh h\u1ea5p d\u1eabn v\u1ec1 c\u00e1ch x\u00e2y d\u1ef1ng c\u00f4ng ngh\u1ec7 cho b\u1ed1i c\u1ea3nh th\u1ecb tr\u01b0\u1eddng c\u1ee5 th\u1ec3 n\u00e0y. C\u00f4ng ty kh\u00f4ng ch\u1ec9 \u0111\u01a1n gi\u1ea3n l\u00e0 c\u1ed1 g\u1eafng s\u1ed1 h\u00f3a c\u00e1c quy tr\u00ecnh hi\u1ec7n c\u00f3; n\u00f3 \u0111ang t\u00e1i c\u1ea5u tr\u00fac l\u1ea1i m\u1ed9t c\u00e1ch c\u01a1 b\u1ea3n c\u00e1ch qu\u1ea3n l\u00fd v\u00f2ng \u0111\u1eddi xe m\u00e1y th\u00f4ng qua m\u1ed9t n\u1ec1n t\u1ea3ng \u0111\u01b0\u1ee3c h\u1ed7 tr\u1ee3 b\u1edfi AI. Chi\u1ebfn l\u01b0\u1ee3c c\u1ee7a Fitdata \u0111\u01b0\u1ee3c x\u00e2y d\u1ef1ng tr\u00ean ba tr\u1ee5 c\u1ed9t c\u00f4ng ngh\u1ec7 c\u1ed1t l\u00f5i, m\u1ed7i tr\u1ee5 c\u1ed9t \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf \u0111\u1ec3 gi\u1ea3i quy\u1ebft m\u1ed9t \u0111i\u1ec3m \u0111au c\u1ee5 th\u1ec3 \u1edf th\u1ecb tr\u01b0\u1eddng Indonesia v\u00e0 Vi\u1ec7t Nam.<\/p>\n
\u0110\u1ea7u ti\u00ean l\u00e0 c\u00f4ng ngh\u1ec7 C\u1ea5u tr\u00fac h\u00f3a h\u1ed3 s\u01a1 b\u1ea3o tr\u00ec t\u1ef1 \u0111\u1ed9ng<\/strong>. Nh\u1eadn th\u1ea5y r\u1eb1ng vi\u1ec7c nh\u1eadp d\u1eef li\u1ec7u th\u1ee7 c\u00f4ng l\u00e0 kh\u00f4ng kh\u1ea3 thi \u1edf m\u1ed9t th\u1ecb tr\u01b0\u1eddng b\u1ecb chi ph\u1ed1i b\u1edfi c\u00e1c x\u01b0\u1edfng nh\u1ecf, kh\u00f4ng \u0111\u01b0\u1ee3c s\u1ed1 h\u00f3a, Fitdata \u0111\u00e3 ph\u00e1t tri\u1ec3n m\u1ed9t h\u1ec7 th\u1ed1ng s\u1eed d\u1ee5ng X\u1eed l\u00fd ng\u00f4n ng\u1eef t\u1ef1 nhi\u00ean (NLP) v\u00e0 Nh\u1eadn d\u1ea1ng k\u00fd t\u1ef1 quang h\u1ecdc (OCR) \u0111\u1ec3 t\u1ef1 \u0111\u1ed9ng tr\u00edch xu\u1ea5t v\u00e0 c\u1ea5u tr\u00fac th\u00f4ng tin t\u1eeb c\u00e1c \u0111\u01a1n \u0111\u1eb7t h\u00e0ng s\u1eeda ch\u1eefa v\u00e0 h\u00f3a \u0111\u01a1n vi\u1ebft tay. V\u1edbi m\u1ee5c ti\u00eau \u0111i\u1ec3m F1 l\u00e0 92%, c\u00f4ng ngh\u1ec7 n\u00e0y l\u00e0 l\u1edbp n\u1ec1n t\u1ea3ng c\u1ee7a n\u1ec1n t\u1ea3ng c\u1ee7a h\u1ecd, bi\u1ebfn d\u1eef li\u1ec7u ngo\u1ea1i tuy\u1ebfn, kh\u00f4ng c\u00f3 c\u1ea5u tr\u00fac th\u00e0nh m\u1ed9t t\u00e0i s\u1ea3n k\u1ef9 thu\u1eadt s\u1ed1 c\u00f3 gi\u00e1 tr\u1ecb. \u0110\u00e2y l\u00e0 b\u01b0\u1edbc \u0111\u1ea7u ti\u00ean quan tr\u1ecdng trong vi\u1ec7c t\u1ea1o ra m\u1ed9t l\u1ecbch s\u1eed d\u1ecbch v\u1ee5 \u0111\u00e1ng tin c\u1eady cho m\u1ecdi ph\u01b0\u01a1ng ti\u1ec7n.<\/p>\n Th\u1ee9 hai l\u00e0 B\u1ea3o tr\u00ec d\u1ef1 \u0111o\u00e1n<\/strong>, t\u1eadn d\u1ee5ng d\u1eef li\u1ec7u c\u00f3 c\u1ea5u tr\u00fac \u0111\u1ec3 d\u1ef1 b\u00e1o c\u00e1c h\u1ecfng h\u00f3c ti\u1ec1m \u1ea9n c\u1ee7a b\u1ed9 ph\u1eadn. S\u1eed d\u1ee5ng m\u00f4 h\u00ecnh ph\u00e2n t\u00edch s\u1ef1 s\u1ed1ng c\u00f2n DeepSurv, n\u1ec1n t\u1ea3ng c\u1ee7a Fitdata c\u00f3 th\u1ec3 d\u1ef1 \u0111o\u00e1n tu\u1ed5i th\u1ecd c\u00f2n l\u1ea1i c\u1ee7a c\u00e1c b\u1ed9 ph\u1eadn ch\u00ednh, cho ph\u00e9p b\u1ea3o tr\u00ec ch\u1ee7 \u0111\u1ed9ng. V\u1edbi m\u1ee5c ti\u00eau Sai s\u1ed1 tuy\u1ec7t \u0111\u1ed1i trung b\u00ecnh (MAE) ch\u1ec9 480km trong vi\u1ec7c d\u1ef1 \u0111o\u00e1n chu k\u1ef3 b\u1ea3o tr\u00ec, t\u00ednh n\u0103ng n\u00e0y mang l\u1ea1i gi\u00e1 tr\u1ecb to l\u1edbn cho c\u1ea3 ng\u01b0\u1eddi l\u00e1i c\u00e1 nh\u00e2n, nh\u1eefng ng\u01b0\u1eddi c\u00f3 th\u1ec3 tr\u00e1nh \u0111\u01b0\u1ee3c nh\u1eefng s\u1ef1 c\u1ed1 b\u1ea5t ng\u1edd, v\u00e0 cho c\u00e1c kh\u00e1ch h\u00e0ng B2B nh\u01b0 c\u00e1c c\u00f4ng ty giao h\u00e0ng, nh\u1eefng ng\u01b0\u1eddi c\u00f3 th\u1ec3 t\u1ed1i \u01b0u h\u00f3a vi\u1ec7c qu\u1ea3n l\u00fd \u0111\u1ed9i xe c\u1ee7a h\u1ecd v\u00e0 gi\u1ea3m th\u1eddi gian ch\u1ebft. \u0110i\u1ec1u n\u00e0y chuy\u1ec3n \u0111\u1ed5i m\u00f4 h\u00ecnh t\u1eeb s\u1eeda ch\u1eefa ph\u1ea3n \u1ee9ng sang b\u1ea3o tr\u00ec ch\u1ee7 \u0111\u1ed9ng, d\u1ef1a tr\u00ean d\u1eef li\u1ec7u.<\/p>\n Th\u1ee9 ba, v\u00e0 c\u00f3 l\u1ebd \u1ea5n t\u01b0\u1ee3ng nh\u1ea5t, l\u00e0 h\u1ec7 th\u1ed1ng \u0111\u1ec1 xu\u1ea5t mua xe m\u00e1y \u0111\u00e3 qua s\u1eed d\u1ee5ng d\u1ef1a tr\u00ean LLM<\/strong>. T\u00ednh n\u0103ng n\u00e0y gi\u1ea3i quy\u1ebft tr\u1ef1c ti\u1ebfp s\u1ef1 b\u1ea5t \u0111\u1ed1i x\u1ee9ng th\u00f4ng tin tr\u00ean th\u1ecb tr\u01b0\u1eddng xe m\u00e1y \u0111\u00e3 qua s\u1eed d\u1ee5ng. B\u1eb1ng c\u00e1ch cung c\u1ea5p l\u1ecbch s\u1eed b\u1ea3o tr\u00ec c\u00f3 c\u1ea5u tr\u00fac v\u00e0 ph\u00e2n t\u00edch d\u1ef1 \u0111o\u00e1n v\u00e0o m\u1ed9t M\u00f4 h\u00ecnh ng\u00f4n ng\u1eef l\u1edbn (LLM) \u0111\u01b0\u1ee3c t\u0103ng c\u01b0\u1eddng v\u1edbi Th\u1ebf h\u1ec7 t\u0103ng c\u01b0\u1eddng truy xu\u1ea5t (RAG), Fitdata c\u00f3 th\u1ec3 cung c\u1ea5p cho ng\u01b0\u1eddi mua ti\u1ec1m n\u0103ng m\u1ed9t \u0111\u00e1nh gi\u00e1 to\u00e0n di\u1ec7n v\u00e0 \u0111\u00e1ng tin c\u1eady v\u1ec1 m\u1ed9t chi\u1ebfc xe \u0111\u00e3 qua s\u1eed d\u1ee5ng. V\u1edbi m\u1ee5c ti\u00eau \u0111\u1ed9 ch\u00ednh x\u00e1c 90%, h\u1ec7 th\u1ed1ng n\u00e0y trao quy\u1ec1n cho ng\u01b0\u1eddi ti\u00eau d\u00f9ng \u0111\u01b0a ra quy\u1ebft \u0111\u1ecbnh s\u00e1ng su\u1ed1t, th\u00fac \u0111\u1ea9y m\u1ed9t m\u1ee9c \u0111\u1ed9 tin c\u1eady v\u00e0 minh b\u1ea1ch m\u1edbi tr\u00ean th\u1ecb tr\u01b0\u1eddng.<\/p>\n D\u01b0\u1edbi \u0111\u00e2y l\u00e0 t\u00f3m t\u1eaft v\u1ec1 ph\u01b0\u01a1ng ph\u00e1p ti\u1ebfp c\u1eadn c\u00f4ng ngh\u1ec7 c\u1ee7a Fitdata:<\/p>\n N\u1ec1n t\u1ea3ng c\u1ee7a Fitdata, bao g\u1ed3m c\u00e1c t\u00ednh n\u0103ng nh\u01b0 k\u1ebft n\u1ed1i c\u1eeda h\u00e0ng theo th\u1eddi gian th\u1ef1c, gi\u1ea3i ph\u00e1p SaaS cho c\u00e1c c\u1eeda h\u00e0ng s\u1eeda ch\u1eefa \u0111\u1ec3 qu\u1ea3n l\u00fd ho\u1ea1t \u0111\u1ed9ng c\u1ee7a h\u1ecd v\u00e0 chu\u1ed7i cung \u1ee9ng ph\u1ee5 t\u00f9ng \u0111\u01b0\u1ee3c s\u1eafp x\u1ebfp h\u1ee3p l\u00fd, l\u00e0 m\u1ed9t h\u1ec7 sinh th\u00e1i to\u00e0n di\u1ec7n \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf \u0111\u1ec3 \u0111\u01b0a to\u00e0n b\u1ed9 ng\u00e0nh c\u00f4ng nghi\u1ec7p l\u00ean m\u1ea1ng. N\u1ec1n t\u1ea3ng hi\u1ec7n t\u1ea1i c\u1ee7a h\u1ecd, REFAIRS, \u0111\u00e3 k\u1ebft n\u1ed1i h\u01a1n 100 c\u1eeda h\u00e0ng s\u1eeda ch\u1eefa v\u1edbi h\u01a1n 1.500 ng\u01b0\u1eddi l\u00e1i, l\u00e0 m\u1ed9t minh ch\u1ee9ng cho t\u00ednh kh\u1ea3 thi c\u1ee7a m\u00f4 h\u00ecnh c\u1ee7a h\u1ecd. \u0110\u00e2y kh\u00f4ng ch\u1ec9 l\u00e0 m\u1ed9t gi\u1ea3i ph\u00e1p l\u00fd thuy\u1ebft; \u0111\u00f3 l\u00e0 m\u1ed9t n\u1ec1n t\u1ea3ng \u0111\u00e3 v\u00e0 \u0111ang thu h\u00fat \u0111\u01b0\u1ee3c s\u1ef1 ch\u00fa \u00fd tr\u00ean th\u1ecb tr\u01b0\u1eddng.<\/p>\n Ti\u1ec1m n\u0103ng th\u1ecb tr\u01b0\u1eddng cho lo\u1ea1i c\u00f4ng ngh\u1ec7 n\u00e0y l\u00e0 r\u1ea5t l\u1edbn. Th\u1ecb tr\u01b0\u1eddng b\u1ea3o tr\u00ec xe m\u00e1y to\u00e0n c\u1ea7u \u0111\u01b0\u1ee3c d\u1ef1 b\u00e1o s\u1ebd t\u0103ng t\u1eeb 72,93 t\u1ef7 USD v\u00e0o n\u0103m 2025 l\u00ean h\u01a1n 110 t\u1ef7 USD v\u00e0o n\u0103m 2035. \u0110\u00f4ng Nam \u00c1, v\u1edbi m\u1eadt \u0111\u1ed9 xe m\u00e1y cao, s\u1ebd l\u00e0 \u0111\u1ed9ng l\u1ef1c ch\u00ednh cho s\u1ef1 t\u0103ng tr\u01b0\u1edfng n\u00e0y. \u0110\u1ed1i v\u1edbi Fitdata, c\u01a1 h\u1ed9i c\u00f2n v\u01b0\u1ee3t ra ngo\u00e0i th\u1ecb tr\u01b0\u1eddng ti\u00eau d\u00f9ng. L\u0129nh v\u1ef1c B2B, bao g\u1ed3m c\u00e1c c\u00f4ng ty b\u1ea3o hi\u1ec3m c\u1ea7n d\u1eef li\u1ec7u ch\u00ednh x\u00e1c \u0111\u1ec3 b\u1ea3o l\u00e3nh v\u00e0 x\u1eed l\u00fd y\u00eau c\u1ea7u b\u1ed3i th\u01b0\u1eddng, v\u00e0 c\u00e1c c\u00f4ng ty h\u1eadu c\u1ea7n c\u1ea7n t\u1ed1i \u01b0u h\u00f3a \u0111\u1ed9i xe giao h\u00e0ng c\u1ee7a h\u1ecd, \u0111\u1ea1i di\u1ec7n cho m\u1ed9t th\u1ecb tr\u01b0\u1eddng r\u1ed9ng l\u1edbn, ch\u01b0a \u0111\u01b0\u1ee3c khai th\u00e1c. B\u1eb1ng c\u00e1ch cung c\u1ea5p m\u1ed9t n\u1ec1n t\u1ea3ng cung c\u1ea5p m\u1ed9t ngu\u1ed3n ch\u00e2n l\u00fd duy nh\u1ea5t cho to\u00e0n b\u1ed9 v\u00f2ng \u0111\u1eddi c\u1ee7a m\u1ed9t chi\u1ebfc xe, Fitdata \u0111ang \u0111\u1ecbnh v\u1ecb m\u00ecnh l\u00e0 m\u1ed9t \u0111\u1ed1i t\u00e1c kh\u00f4ng th\u1ec3 thi\u1ebfu cho c\u00e1c doanh nghi\u1ec7p n\u00e0y.<\/p>\n T\u00f3m l\u1ea1i, Indonesia v\u00e0 Vi\u1ec7t Nam kh\u00f4ng ch\u1ec9 l\u00e0 nh\u1eefng th\u1ecb tr\u01b0\u1eddng l\u1edbn cho xe m\u00e1y; ch\u00fang l\u00e0 nh\u1eefng h\u1ec7 sinh th\u00e1i n\u0103ng \u0111\u1ed9ng, ph\u1ee9c t\u1ea1p \u0111ang tr\u00ean \u0111\u00e0 c\u1ee7a m\u1ed9t cu\u1ed9c c\u00e1ch m\u1ea1ng c\u00f4ng ngh\u1ec7. Nh\u1eefng th\u00e1ch th\u1ee9c c\u1ee7a m\u1ed9t ng\u00e0nh c\u00f4ng nghi\u1ec7p ph\u00e2n m\u1ea3nh, ngo\u1ea1i tuy\u1ebfn \u0111\u00e3 t\u1ea1o ra m\u1ed9t m\u1ea3nh \u0111\u1ea5t m\u00e0u m\u1ee1 cho s\u1ef1 \u0111\u1ed5i m\u1edbi, v\u00e0 c\u00e1c c\u00f4ng ty c\u00f3 th\u1ec3 cung c\u1ea5p c\u00e1c gi\u1ea3i ph\u00e1p kh\u00f4ng ch\u1ec9 ti\u00ean ti\u1ebfn v\u1ec1 m\u1eb7t c\u00f4ng ngh\u1ec7 m\u00e0 c\u00f2n ph\u00f9 h\u1ee3p v\u1edbi nhu c\u1ea7u ri\u00eang c\u1ee7a th\u1ecb tr\u01b0\u1eddng ch\u1eafc ch\u1eafn s\u1ebd th\u00e0nh c\u00f4ng. N\u1ec1n t\u1ea3ng \u0111\u01b0\u1ee3c h\u1ed7 tr\u1ee3 b\u1edfi AI c\u1ee7a Fitdata, v\u1edbi tr\u1ecdng t\u00e2m l\u00e0 c\u1ea5u tr\u00fac h\u00f3a d\u1eef li\u1ec7u ngo\u1ea1i tuy\u1ebfn, d\u1ef1 \u0111o\u00e1n nhu c\u1ea7u b\u1ea3o tr\u00ec v\u00e0 mang l\u1ea1i s\u1ef1 minh b\u1ea1ch cho th\u1ecb tr\u01b0\u1eddng \u0111\u00e3 qua s\u1eed d\u1ee5ng, l\u00e0 m\u1ed9t v\u00ed d\u1ee5 \u0111i\u1ec3n h\u00ecnh c\u1ee7a th\u1ebf h\u1ec7 c\u00f4ng ty c\u00f4ng ngh\u1ec7 m\u1edbi n\u00e0y. Khi c\u00e1c \u0111\u1ebf ch\u1ebf hai b\u00e1nh c\u1ee7a \u0110\u00f4ng Nam \u00c1 ti\u1ebfp t\u1ee5c ph\u00e1t tri\u1ec3n, ch\u00ednh nh\u1eefng hi\u1ec3u bi\u1ebft d\u1ef1a tr\u00ean d\u1eef li\u1ec7u v\u00e0 c\u00e1c n\u1ec1n t\u1ea3ng k\u1ef9 thu\u1eadt s\u1ed1 s\u1ebd m\u1edf \u0111\u01b0\u1eddng cho m\u1ed9t t\u01b0\u01a1ng lai hi\u1ec7u qu\u1ea3, minh b\u1ea1ch v\u00e0 b\u1ec1n v\u1eefng h\u01a1n cho ng\u00e0nh c\u00f4ng nghi\u1ec7p xe m\u00e1y.<\/p>\n Cu\u1ed9c c\u00e1ch m\u1ea1ng hai b\u00e1nh: T\u1ea1i sao Indonesia v\u00e0 Vi\u1ec7t Nam l\u00e0 bi\u00ean gi\u1edbi ti\u1ebfp theo cho c\u00f4ng ngh\u1ec7 xe m\u00e1y Indonesia v\u00e0 Vi\u1ec7t Nam kh\u00f4ng ch\u1ec9 l\u00e0 nh\u1eefng qu\u1ed1c gia; h\u1ecd l\u00e0 nh\u1eefng \u0111\u1ebf ch\u1ebf c\u1ee7a ph\u01b0\u01a1ng ti\u1ec7n hai b\u00e1nh. V\u1edbi t\u1ed5ng d\u00e2n s\u1ed1 h\u01a1n 370 tri\u1ec7u ng\u01b0\u1eddi v\u00e0 h\u01a1n 150 tri\u1ec7u xe m\u00e1y […]<\/p>","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-9","post","type-post","status-publish","format-standard","hentry","category-uncategorized"],"_links":{"self":[{"href":"https:\/\/concept.growthrowstory.com\/index.php?rest_route=\/wp\/v2\/posts\/9","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/concept.growthrowstory.com\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/concept.growthrowstory.com\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/concept.growthrowstory.com\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/concept.growthrowstory.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=9"}],"version-history":[{"count":0,"href":"https:\/\/concept.growthrowstory.com\/index.php?rest_route=\/wp\/v2\/posts\/9\/revisions"}],"wp:attachment":[{"href":"https:\/\/concept.growthrowstory.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=9"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/concept.growthrowstory.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=9"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/concept.growthrowstory.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=9"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}\n\n
\n \nTh\u00e0nh ph\u1ea7n c\u00f4ng ngh\u1ec7<\/th>\n V\u1ea5n \u0111\u1ec1 \u0111\u01b0\u1ee3c gi\u1ea3i quy\u1ebft<\/th>\n Ch\u1ec9 s\u1ed1 hi\u1ec7u su\u1ea5t ch\u00ednh (KPI)<\/th>\n<\/tr>\n<\/thead>\n \n C\u1ea5u tr\u00fac h\u00f3a h\u1ed3 s\u01a1 b\u1ea3o tr\u00ec t\u1ef1 \u0111\u1ed9ng (NLP\/OCR)<\/td>\n 99,9% ng\u00e0nh c\u00f4ng nghi\u1ec7p s\u1eeda ch\u1eefa l\u00e0 ngo\u1ea1i tuy\u1ebfn; kh\u00f4ng c\u00f3 d\u1eef li\u1ec7u \u0111\u01b0\u1ee3c ti\u00eau chu\u1ea9n h\u00f3a.<\/td>\n \u0110i\u1ec3m F1 92% cho OCR<\/td>\n<\/tr>\n \n B\u1ea3o tr\u00ec d\u1ef1 \u0111o\u00e1n (DeepSurv)<\/td>\n S\u1ef1 c\u1ed1 kh\u00f4ng th\u1ec3 \u0111o\u00e1n tr\u01b0\u1edbc v\u00e0 qu\u1ea3n l\u00fd \u0111\u1ed9i xe kh\u00f4ng hi\u1ec7u qu\u1ea3.<\/td>\n MAE 480km cho d\u1ef1 \u0111o\u00e1n chu k\u1ef3 b\u1ea3o tr\u00ec<\/td>\n<\/tr>\n \n \u0110\u1ec1 xu\u1ea5t mua h\u00e0ng d\u1ef1a tr\u00ean LLM (RAG)<\/td>\n B\u1ea5t \u0111\u1ed1i x\u1ee9ng th\u00f4ng tin tr\u00ean th\u1ecb tr\u01b0\u1eddng xe m\u00e1y \u0111\u00e3 qua s\u1eed d\u1ee5ng.<\/td>\n \u0110\u1ed9 ch\u00ednh x\u00e1c \u0111\u1ec1 xu\u1ea5t 90%<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n ![\"M\u1ed9t](\"https:\/\/files.manuscdn.com\/user_upload_by_module\/session_file\/310519663078989020\/sAZmqmqixNHxVepp.png\")
<\/p>\n![\"C\u1eadn](\"https:\/\/files.manuscdn.com\/user_upload_by_module\/session_file\/310519663078989020\/foJMvxXOxMHmWpPh.png\")
<\/p>\n![\"To\u00e0n](\"https:\/\/files.manuscdn.com\/user_upload_by_module\/session_file\/310519663078989020\/kopwmCIPHDPFZdqT.jpg\")
<\/p>","protected":false},"excerpt":{"rendered":"