{"id":16967,"date":"2023-11-21T15:53:36","date_gmt":"2023-11-21T07:53:36","guid":{"rendered":"https:\/\/incit.org\/?p=16967"},"modified":"2025-07-07T13:15:25","modified_gmt":"2025-07-07T05:15:25","slug":"hyper-personalisation-in-manufacturing-ushering-the-next-industrial-revolution","status":"publish","type":"post","link":"https:\/\/incit.org\/vi\/thought-leadership\/hyper-personalisation-in-manufacturing-ushering-the-next-industrial-revolution\/","title":{"rendered":"Si\u00eau c\u00e1 nh\u00e2n h\u00f3a trong s\u1ea3n xu\u1ea5t: m\u1edf ra cu\u1ed9c c\u00e1ch m\u1ea1ng c\u00f4ng nghi\u1ec7p ti\u1ebfp theo?"},"content":{"rendered":"

Trong khi si\u00eau c\u00e1 nh\u00e2n h\u00f3a trong s\u1ea3n xu\u1ea5t kh\u00f4ng ph\u1ea3i l\u00e0 m\u1edbi<\/a>, ch\u1eafc ch\u1eafn l\u00e0 n\u00f3 s\u1ebd \u0111\u01b0\u1ee3c ch\u00fa tr\u1ecdng h\u01a1n nh\u1edd v\u00e0o c\u00e1c kh\u1ea3 n\u0103ng s\u1ed1 h\u00f3a m\u1edbi \u0111\u01b0\u1ee3c gi\u1edbi thi\u1ec7u b\u1edfi C\u00f4ng nghi\u1ec7p 4.0. L\u00e0 m\u1ed9t giai \u0111o\u1ea1n thay \u0111\u1ed5i cu\u1ed9c ch\u01a1i trong d\u00f2ng th\u1eddi gian s\u1ea3n xu\u1ea5t, C\u00f4ng nghi\u1ec7p 4.0 \u0111\u00e3 gi\u1edbi thi\u1ec7u m\u1ed9t s\u1ed1 c\u00f4ng ngh\u1ec7 ti\u00ean ti\u1ebfn nh\u01b0 tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (AI), Internet v\u1ea1n v\u1eadt c\u00f4ng nghi\u1ec7p (IIoT), t\u1ef1 \u0111\u1ed9ng h\u00f3a v\u00e0 d\u1eef li\u1ec7u l\u1edbn nh\u1eb1m t\u1ed1i \u01b0u h\u00f3a ho\u1ea1t \u0111\u1ed9ng v\u00e0 h\u1ee3p l\u00fd h\u00f3a quy tr\u00ecnh.<\/p>\n

Nh\u01b0ng si\u00eau c\u00e1 nh\u00e2n h\u00f3a l\u00e0 g\u00ec v\u00e0 c\u00e1c nh\u00e0 s\u1ea3n xu\u1ea5t c\u00f3 th\u1ec3 t\u1eadn d\u1ee5ng n\u00f3 nh\u01b0 th\u1ebf n\u00e0o \u0111\u1ec3 t\u0103ng hi\u1ec7u su\u1ea5t v\u00e0 n\u0103ng su\u1ea5t c\u0169ng nh\u01b0 c\u1ea3i thi\u1ec7n tr\u1ea3i nghi\u1ec7m t\u1ed5ng th\u1ec3 c\u1ee7a kh\u00e1ch h\u00e0ng?<\/p>\n

C\u00e1 nh\u00e2n h\u00f3a \u0111\u00e3 tr\u1edf th\u00e0nh m\u1ed9t b\u01b0\u1edbc quan tr\u1ecdng trong vi\u1ec7c gi\u00fap kh\u00e1ch h\u00e0ng c\u1ea3m th\u1ea5y h\u1ecd \u0111\u01b0\u1ee3c l\u1eafng nghe v\u00e0 nhu c\u1ea7u c\u1ee7a h\u1ecd \u0111\u01b0\u1ee3c \u0111\u00e1p \u1ee9ng. Tuy nhi\u00ean, si\u00eau c\u00e1 nh\u00e2n h\u00f3a \u0111\u01b0a n\u00f3 l\u00ean m\u1ed9t t\u1ea7m cao m\u1edbi b\u1eb1ng c\u00e1ch s\u1eed d\u1ee5ng d\u1eef li\u1ec7u kh\u00e1ch h\u00e0ng theo th\u1eddi gian th\u1ef1c v\u00e0 AI \u0111\u1ec3 t\u1ea1o ra c\u00e1c s\u1ea3n ph\u1ea9m \u0111\u01b0\u1ee3c t\u00f9y ch\u1ec9nh v\u00e0 thi\u1ebft k\u1ebf ri\u00eang cao. \u0110i\u1ec1u n\u00e0y cho ph\u00e9p c\u00e1c doanh nghi\u1ec7p cung c\u1ea5p tr\u1ea3i nghi\u1ec7m kh\u00e1ch h\u00e0ng v\u00f4 song b\u1eb1ng c\u00e1ch cung c\u1ea5p cho kh\u00e1ch h\u00e0ng nh\u1eefng g\u00ec h\u1ecd mu\u1ed1n v\u00e0 c\u1ea7n m\u1ecdi l\u00fac m\u1ecdi n\u01a1i v\u1edbi ph\u00e2n t\u00edch d\u1ef1 \u0111o\u00e1n.<\/p>\n

Ch\u00fang t\u00f4i kh\u00e1m ph\u00e1 ti\u1ec1m n\u0103ng c\u1ee7a si\u00eau c\u00e1 nh\u00e2n h\u00f3a trong s\u1ea3n xu\u1ea5t v\u00e0 c\u00e1ch n\u00f3 s\u1ebd chuy\u1ec3n \u0111\u1ed5i ng\u00e0nh n\u00e0y.<\/p>\n

3 l\u1ee3i \u00edch c\u1ee7a si\u00eau c\u00e1 nh\u00e2n h\u00f3a \u0111\u1ed1i v\u1edbi nh\u00e0 s\u1ea3n xu\u1ea5t<\/h2>\n

C\u00f3 nhi\u1ec1u l\u1ee3i \u00edch<\/a> r\u1eb1ng si\u00eau c\u00e1 nh\u00e2n h\u00f3a mang l\u1ea1i cho doanh nghi\u1ec7p, bao g\u1ed3m tr\u1ea3i nghi\u1ec7m kh\u00e1ch h\u00e0ng \u0111\u01b0\u1ee3c n\u00e2ng cao h\u01a1n v\u00e0 hi\u1ec7u qu\u1ea3 \u0111\u01b0\u1ee3c t\u0103ng l\u00ean v\u00e0 gi\u1ea3m thi\u1ec3u ch\u1ea5t th\u1ea3i<\/a>.<\/p>\n

Tr\u1ea3i nghi\u1ec7m kh\u00e1ch h\u00e0ng \u0111\u01b0\u1ee3c n\u00e2ng cao<\/h3>\n

M\u1ee5c \u0111\u00edch ch\u00ednh c\u1ee7a si\u00eau c\u00e1 nh\u00e2n h\u00f3a l\u00e0 c\u1ea3i thi\u1ec7n v\u00e0 n\u00e2ng c\u1ea5p tr\u1ea3i nghi\u1ec7m kh\u00e1ch h\u00e0ng t\u1ed5ng th\u1ec3, chuy\u1ec3n th\u00e0nh m\u1ed1i quan h\u1ec7 kh\u00e1ch h\u00e0ng t\u1ed1t h\u01a1n, gi\u00e1 tr\u1ecb tr\u1ecdn \u0111\u1eddi c\u1ee7a kh\u00e1ch h\u00e0ng, l\u00f2ng trung th\u00e0nh v\u1edbi th\u01b0\u01a1ng hi\u1ec7u v\u00e0 nhi\u1ec1u h\u01a1n n\u1eefa. Nhi\u1ec1u nh\u00e0 l\u00e3nh \u0111\u1ea1o doanh nghi\u1ec7p \u0111\u00e3 nh\u1eadn th\u1ee9c \u0111\u01b0\u1ee3c t\u1ea7m quan tr\u1ecdng c\u1ee7a tr\u1ea3i nghi\u1ec7m kh\u00e1ch h\u00e0ng, v\u1edbi 97% trong s\u1ed1 h\u1ecd \u0111\u1ed3ng \u00fd r\u1eb1ng qu\u1ea3n l\u00fd tr\u1ea3i nghi\u1ec7m kh\u00e1ch h\u00e0ng l\u00e0 \u0111i\u1ec1u c\u1ea7n thi\u1ebft \u0111\u1ec3 thi\u1ebft l\u1eadp l\u00f2ng trung th\u00e0nh c\u1ee7a kh\u00e1ch h\u00e0ng v\u00e0 duy tr\u00ec m\u1ed1i quan h\u1ec7 l\u00e2u d\u00e0i.<\/p>\n

Trong s\u1ea3n xu\u1ea5t, \u0111\u00e2y l\u00e0 n\u01a1i AI ti\u00ean ti\u1ebfn v\u00e0 ph\u00e2n t\u00edch d\u1eef li\u1ec7u d\u1ef1 \u0111o\u00e1n ph\u00e1t huy t\u00e1c d\u1ee5ng \u2013 c\u00e1c nh\u00e0 s\u1ea3n xu\u1ea5t c\u00f3 th\u1ec3 khai th\u00e1c s\u1ee9c m\u1ea1nh c\u1ee7a c\u00f4ng ngh\u1ec7 C\u00f4ng nghi\u1ec7p 4.0 v\u00e0 t\u1eadn d\u1ee5ng c\u00e1c gi\u1ea3i ph\u00e1p n\u00e0y \u0111\u1ec3 ph\u00e1t tri\u1ec3n ho\u1ea1t \u0111\u1ed9ng c\u1ee7a m\u00ecnh. B\u1eb1ng c\u00e1ch \u0111\u00f3, h\u1ecd c\u00f3 th\u1ec3 ph\u00e1t tri\u1ec3n c\u00e1c quy tr\u00ecnh m\u1edbi \u0111\u1ec3 \u0111\u00e1p \u1ee9ng nhu c\u1ea7u c\u1ee7a kh\u00e1ch h\u00e0ng ch\u00ednh x\u00e1c h\u01a1n v\u00e0 th\u00fac \u0111\u1ea9y m\u1ed1i quan h\u1ec7 ch\u1eb7t ch\u1ebd h\u01a1n v\u1edbi kh\u00e1ch h\u00e0ng.<\/p>\n

V\u1edbi kh\u1ea3 n\u0103ng t\u00f9y ch\u1ec9nh v\u00e0 c\u00e1 nh\u00e2n h\u00f3a cao h\u01a1n \u0111\u01b0\u1ee3c cung c\u1ea5p b\u1edfi c\u00e1c c\u00f4ng ngh\u1ec7 m\u1edbi, c\u00e1c nh\u00e0 s\u1ea3n xu\u1ea5t \u0111\u01b0\u1ee3c trang b\u1ecb \u0111\u1ec3 cung c\u1ea5p nh\u1eefng tr\u1ea3i nghi\u1ec7m m\u1edbi mang l\u1ea1i cho kh\u00e1ch h\u00e0ng c\u1ee7a h\u1ecd c\u1ea3m gi\u00e1c t\u1ef1 ch\u1ee7, t\u1ea1o ra s\u1ef1 g\u1eafn k\u1ebft c\u1ea3m x\u00fac m\u1ea1nh m\u1ebd h\u01a1n. S\u1ef1 g\u1eafn k\u1ebft c\u1ea3m x\u00fac n\u00e0y \u0111\u00e3 \u0111\u01b0\u1ee3c ch\u1ee9ng minh l\u00e0 kh\u00f4ng ch\u1ec9 c\u1ee7ng c\u1ed1 l\u00f2ng trung th\u00e0nh m\u00e0 c\u00f2n t\u0103ng t\u1ef7 l\u1ec7 quay l\u1ea1i cho c\u00e1c doanh nghi\u1ec7p, v\u1edbi nh\u1eefng kh\u00e1ch h\u00e0ng nh\u01b0 v\u1eady chi ti\u00eau g\u1ea5p \u0111\u00f4i s\u1ed1 ti\u1ec1n m\u00e0 nh\u1eefng kh\u00e1ch h\u00e0ng kh\u00f4ng g\u1eafn k\u1ebft l\u00e0m. Ngay c\u1ea3 khi vi\u1ec7c c\u00e1 nh\u00e2n h\u00f3a n\u00e0y t\u1ed1n k\u00e9m h\u01a1n, \u00fd t\u01b0\u1edfng r\u1eb1ng c\u00e1c quy\u1ebft \u0111\u1ecbnh v\u1ec1 s\u1ea3n xu\u1ea5t v\u00e0 c\u1ea5u h\u00ecnh \u0111\u01b0\u1ee3c \u0111\u01b0a ra b\u1edfi kh\u00e1ch h\u00e0ng mang l\u1ea1i cho h\u1ecd m\u1ed9t c\u1ea3m gi\u00e1c s\u1edf h\u1eefu<\/a>.<\/p>\n

T\u0103ng hi\u1ec7u qu\u1ea3 s\u1ea3n xu\u1ea5t v\u00e0 t\u00ednh linh ho\u1ea1t v\u1edbi vi\u1ec7c gi\u1ea3m thi\u1ec3u ch\u1ea5t th\u1ea3i<\/h3>\n

V\u1ec1 m\u1eb7t chu\u1ed7i cung \u1ee9ng v\u00e0 h\u1eadu c\u1ea7n, c\u00e1c gi\u1ea3i ph\u00e1p v\u00e0 thi\u1ebft b\u1ecb k\u1ebft n\u1ed1i IIoT nh\u01b0 c\u1ea3m bi\u1ebfn k\u1ef9 thu\u1eadt s\u1ed1 ti\u00ean ti\u1ebfn, m\u00e1y m\u00f3c v\u00e0 h\u1ec7 th\u1ed1ng th\u00f4ng minh \u0111\u00e3 mang l\u1ea1i nhi\u1ec1u l\u1ee3i \u00edch, bao g\u1ed3m t\u1ef1 \u0111\u1ed9ng h\u00f3a t\u00e1c v\u1ee5 th\u00f4ng minh, t\u0103ng t\u00ednh linh ho\u1ea1t v\u00e0 kh\u1ea3 n\u0103ng hi\u1ec3n th\u1ecb ho\u1ea1t \u0111\u1ed9ng r\u00f5 r\u00e0ng h\u01a1n.<\/p>\n

Khi ch\u00fang ta \u0111\u01b0a si\u00eau c\u00e1 nh\u00e2n h\u00f3a v\u00e0o h\u1ed7n h\u1ee3p, s\u1ea3n xu\u1ea5t c\u00f3 th\u1ec3 tr\u1edf n\u00ean hi\u1ec7u qu\u1ea3 h\u01a1n n\u1eefa v\u00ec h\u00e0ng h\u00f3a s\u1ebd \u0111\u01b0\u1ee3c s\u1ea3n xu\u1ea5t theo th\u00f4ng s\u1ed1 k\u1ef9 thu\u1eadt v\u00e0 nhu c\u1ea7u c\u1ee7a kh\u00e1ch h\u00e0ng, gi\u1ea3m thi\u1ec3u r\u1ee7i ro s\u1ea3n xu\u1ea5t qu\u00e1 m\u1ee9c v\u00e0 t\u1ed3n kho d\u01b0 th\u1eeba. Ch\u00fang ta \u0111\u00e3 th\u1ea5y \u0111i\u1ec1u n\u00e0y trong m\u1ed9t s\u1ed1 d\u00e2y chuy\u1ec1n s\u1ea3n xu\u1ea5t nh\u1ecf h\u01a1n nh\u00e0 m\u00e1y nh\u1ecf<\/a> thi\u1ebft l\u1eadp linh ho\u1ea1t h\u01a1n v\u00e0 c\u00f3 th\u1ec3 th\u00edch \u1ee9ng nhanh ch\u00f3ng v\u1edbi nhu c\u1ea7u thay \u0111\u1ed5i.<\/p>\n

N\u00e2ng cao ch\u1ea5t l\u01b0\u1ee3ng s\u1ea3n ph\u1ea9m \u0111\u00e1p \u1ee9ng nhu c\u1ea7u ri\u00eang bi\u1ec7t c\u1ee7a kh\u00e1ch h\u00e0ng<\/h3>\n

Ngo\u00e0i ra c\u00f2n c\u00f3 ti\u1ec1m n\u0103ng c\u1ea3i thi\u1ec7n ch\u1ea5t l\u01b0\u1ee3ng h\u00e0ng h\u00f3a do \u0111\u00e1p \u1ee9ng ch\u00ednh x\u00e1c c\u00e1c y\u00eau c\u1ea7u c\u1ee7a kh\u00e1ch h\u00e0ng, mang l\u1ea1i s\u1ef1 h\u00e0i l\u00f2ng l\u1edbn h\u01a1n cho kh\u00e1ch h\u00e0ng, qua \u0111\u00f3 g\u00f3p ph\u1ea7n t\u1ea1o n\u00ean tr\u1ea3i nghi\u1ec7m t\u00edch c\u1ef1c cho kh\u00e1ch h\u00e0ng.<\/p>\n

C\u00e1c nh\u00e0 s\u1ea3n xu\u1ea5t c\u0169ng s\u1ebd c\u00f3 b\u1ee9c tranh r\u00f5 r\u00e0ng h\u01a1n v\u1ec1 th\u1eddi gian c\u1ea7n thi\u1ebft \u0111\u1ec3 t\u1ea1o ra h\u00e0ng h\u00f3a t\u00f9y ch\u1ec9nh, cho ph\u00e9p h\u1ecd t\u1ed1i \u01b0u h\u00f3a l\u1ecbch tr\u00ecnh s\u1ea3n xu\u1ea5t c\u1ee7a m\u00ecnh. Ngo\u00e0i ra, ph\u00e2n t\u00edch d\u1ef1 \u0111o\u00e1n cho ph\u00e9p d\u1ef1 b\u00e1o th\u00f4ng minh \u0111\u1ec3 \u0111\u1ea3m b\u1ea3o c\u00e1c th\u00e0nh ph\u1ea7n ho\u1eb7c v\u1eadt li\u1ec7u thi\u1ebft y\u1ebfu c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c thay th\u1ebf hi\u1ec7u qu\u1ea3, h\u1ea1n ch\u1ebf l\u00e3ng ph\u00ed v\u00e0 th\u1eddi gian ch\u1ebft.<\/p>\n

Nh\u1eefng th\u00e1ch th\u1ee9c c\u1ee7a vi\u1ec7c tri\u1ec3n khai si\u00eau c\u00e1 nh\u00e2n h\u00f3a trong s\u1ea3n xu\u1ea5t<\/h2>\n

M\u1eb7c d\u00f9 c\u00f3 nh\u1eefng l\u1ee3i \u00edch r\u00f5 r\u00e0ng c\u1ee7a vi\u1ec7c si\u00eau c\u00e1 nh\u00e2n h\u00f3a, nh\u01b0ng c\u0169ng c\u00f3 nh\u1eefng c\u1ea1m b\u1eaby v\u00e0 th\u00e1ch th\u1ee9c nh\u01b0 lo ng\u1ea1i v\u1ec1 d\u1eef li\u1ec7u, kh\u00f3 kh\u0103n trong vi\u1ec7c tri\u1ec3n khai v\u00e0 m\u1ee9c \u0111\u1ed9 s\u1eb5n s\u00e0ng c\u1ee7a k\u1ef9 n\u0103ng AI.<\/p>\n

M\u1ed1i quan t\u00e2m v\u1ec1 d\u1eef li\u1ec7u v\u00e0 b\u1ea3o m\u1eadt<\/h3>\n

IIoT v\u00e0 d\u1eef li\u1ec7u l\u1edbn \u0111\u00f3ng vai tr\u00f2 quan tr\u1ecdng trong vi\u1ec7c cho ph\u00e9p si\u00eau c\u00e1 nh\u00e2n h\u00f3a. Tuy nhi\u00ean, v\u1edbi kh\u1ed1i l\u01b0\u1ee3ng d\u1eef li\u1ec7u kh\u1ed5ng l\u1ed3 \u0111\u01b0\u1ee3c thu th\u1eadp v\u00e0 l\u01b0u tr\u1eef, c\u00e1c c\u00f4ng ty ph\u1ea3i v\u1eadt l\u1ed9n v\u1edbi ch\u1ea5t l\u01b0\u1ee3ng d\u1eef li\u1ec7u v\u00e0 \u0111\u1ea3m b\u1ea3o r\u1eb1ng h\u1ecd c\u00f3 c\u00e1c c\u00f4ng c\u1ee5 ph\u00e2n t\u00edch to\u00e0n di\u1ec7n \u0111\u1ec3 chuy\u1ec3n \u0111\u1ed5i d\u1eef li\u1ec7u th\u00e0nh k\u1ebft qu\u1ea3 c\u00f3 th\u1ec3 th\u1ef1c hi\u1ec7n \u0111\u01b0\u1ee3c. \u0110\u00e2y kh\u00f4ng ph\u1ea3i l\u00e0 \u0111i\u1ec1u m\u00e0 t\u1ea5t c\u1ea3 c\u00e1c t\u1ed5 ch\u1ee9c \u0111\u1ec1u th\u1ea5y d\u1ec5 th\u1ef1c hi\u1ec7n, \u0111\u1eb7c bi\u1ec7t l\u00e0 n\u1ebfu h\u1ecd kh\u00f4ng c\u00f3 h\u1ec7 th\u1ed1ng ph\u00f9 h\u1ee3p \u0111\u1ec3 di\u1ec5n gi\u1ea3i d\u1eef li\u1ec7u m\u1ed9t c\u00e1ch ch\u00ednh x\u00e1c v\u00e0 nh\u1ea5t qu\u00e1n.<\/p>\n

M\u1ed9t v\u1ea5n \u0111\u1ec1 quan tr\u1ecdng kh\u00e1c l\u00e0 quy\u1ec1n ri\u00eang t\u01b0 v\u00e0 b\u1ea3o m\u1eadt d\u1eef li\u1ec7u. C\u00e1c nh\u00e0 s\u1ea3n xu\u1ea5t ph\u1ea3i \u0111\u1ea3m b\u1ea3o h\u1ecd c\u00f3 c\u00e1c bi\u1ec7n ph\u00e1p b\u1ea3o m\u1eadt \u0111\u1ee7 m\u1ea1nh \u0111\u1ec3 b\u1ea3o v\u1ec7 d\u1eef li\u1ec7u, \u0111\u1ed3ng th\u1eddi c\u0169ng ph\u1ea3i c\u00f3 \u0111\u01b0\u1ee3c c\u00e1c quy\u1ec1n c\u1ea7n thi\u1ebft tr\u01b0\u1edbc khi h\u1ecd c\u00f3 th\u1ec3 thu th\u1eadp v\u00e0 s\u1eed d\u1ee5ng d\u1eef li\u1ec7u kh\u00e1ch h\u00e0ng theo c\u00e1c quy \u0111\u1ecbnh qu\u1ed1c t\u1ebf nh\u01b0 Quy \u0111\u1ecbnh b\u1ea3o v\u1ec7 d\u1eef li\u1ec7u chung (GDPR)<\/a>.<\/p>\n

Kh\u00f3 kh\u0103n trong vi\u1ec7c th\u1ef1c hi\u1ec7n<\/h3>\n

Kh\u1ea3 n\u0103ng si\u00eau c\u00e1 nh\u00e2n h\u00f3a \u0111\u00f2i h\u1ecfi s\u1ef1 t\u00edch h\u1ee3p c\u1ee7a m\u1ed9t s\u1ed1 lo\u1ea1i c\u00f4ng ngh\u1ec7 ho\u1ea1t \u0111\u1ed9ng song song. S\u1ef1 ph\u1ed1i h\u1ee3p n\u00e0y gi\u1eefa ph\u00e2n t\u00edch d\u1eef li\u1ec7u, h\u1ec7 th\u1ed1ng t\u1ef1 \u0111\u1ed9ng h\u00f3a v\u00e0 c\u00e1c c\u00f4ng c\u1ee5 IIoT kh\u00e1c c\u00f3 th\u1ec3 ph\u1ee9c t\u1ea1p \u0111\u1ec3 thi\u1ebft l\u1eadp n\u1ebfu t\u1ed5 ch\u1ee9c v\u1eabn ch\u01b0a tr\u1ea3i qua chuy\u1ec3n \u0111\u1ed5i s\u1ed1<\/a> ho\u1eb7c ph\u1ea3i s\u1eed d\u1ee5ng c\u01a1 s\u1edf h\u1ea1 t\u1ea7ng c\u0169 v\u00e0 l\u1ea1c h\u1eadu kh\u00f4ng t\u01b0\u01a1ng th\u00edch v\u1edbi c\u00e1c h\u1ec7 th\u1ed1ng n\u00e0y.<\/p>\n

Ngo\u00e0i ra, chuy\u1ec3n \u0111\u1ed5i s\u1ed1 c\u00f3 th\u1ec3 t\u1ed1n k\u00e9m \u0111\u1ed1i v\u1edbi m\u1ed9t s\u1ed1 c\u00f4ng ty. N\u00f3 \u0111\u00e3 \u0111\u01b0\u1ee3c \u0111\u00e3 b\u00e1o c\u00e1o<\/a> r\u1eb1ng chi ph\u00ed trung b\u00ecnh c\u1ee7a qu\u00e1 tr\u00ecnh chuy\u1ec3n \u0111\u1ed5i s\u1ed1 c\u00f3 th\u1ec3 \u0111\u1ea1t kho\u1ea3ng $27,5 tri\u1ec7u \u0111\u00f4 la M\u1ef9, trong khi m\u1ed9t b\u00e1o c\u00e1o kh\u00e1c<\/a> ph\u00e1t hi\u1ec7n ra r\u1eb1ng 80% trong s\u1ed1 c\u00e1c d\u1ef1 \u00e1n n\u00e0y kh\u00f4ng th\u00e0nh c\u00f4ng, khi\u1ebfn c\u00e1c c\u00f4ng ty ph\u1ea3i tr\u1ea3 th\u00eam $4,55 tri\u1ec7u \u0111\u00f4 la M\u1ef9. Nh\u1eefng chi ph\u00ed n\u00e0y \u0111\u1ee7 s\u1ee9c ng\u0103n c\u1ea3n c\u00e1c t\u1ed5 ch\u1ee9c cam k\u1ebft th\u1ef1c hi\u1ec7n nh\u1eefng thay \u0111\u1ed5i l\u1edbn nh\u01b0 v\u1eady, \u0111\u1eb7c bi\u1ec7t l\u00e0 n\u1ebfu h\u1ecd kh\u00f4ng c\u00f3 l\u1ed9 tr\u00ecnh ho\u1eb7c khung chuy\u1ec3n \u0111\u1ed5i<\/a> \u0111\u1ec3 \u0111\u1ecbnh h\u01b0\u1edbng cho h\u00e0nh tr\u00ecnh chuy\u1ec3n \u0111\u1ed5i c\u1ee7a h\u1ecd.<\/p>\n

Thi\u1ebfu h\u1ee5t nh\u00e2n vi\u00ean AI c\u00f3 tay ngh\u1ec1 v\u00e0 \u0111\u00e0o t\u1ea1o<\/h3>\n

Vi\u1ec7c tri\u1ec3n khai si\u00eau c\u00e1 nh\u00e2n h\u00f3a \u0111\u00f2i h\u1ecfi l\u1ef1c l\u01b0\u1ee3ng lao \u0111\u1ed9ng l\u00e0nh ngh\u1ec1 \u0111\u01b0\u1ee3c \u0111\u00e0o t\u1ea1o v\u1ec1 khoa h\u1ecdc d\u1eef li\u1ec7u, AI v\u00e0 ph\u00e2n t\u00edch n\u00e2ng cao. Nhi\u1ec1u nh\u00e0 s\u1ea3n xu\u1ea5t c\u00f3 th\u1ec3 kh\u00f4ng c\u00f3 l\u1ef1c l\u01b0\u1ee3ng lao \u0111\u1ed9ng s\u1eb5n s\u00e0ng ho\u1eb7c c\u00e1c ch\u01b0\u01a1ng tr\u00ecnh \u0111\u00e0o t\u1ea1o \u0111\u1ec3 t\u1ea1o \u0111i\u1ec1u ki\u1ec7n thu\u1eadn l\u1ee3i cho vi\u1ec7c n\u00e0y.<\/p>\n

C\u00e1c gi\u00e1m \u0111\u1ed1c \u0111i\u1ec1u h\u00e0nh v\u00e0 l\u00e3nh \u0111\u1ea1o c\u0169ng nh\u1eadn th\u1ee9c \u0111\u01b0\u1ee3c r\u1eb1ng c\u00e1c k\u1ef9 n\u0103ng AI c\u00f2n thi\u1ebfu v\u00e0 c\u1ea7n \u0111\u01b0\u1ee3c gi\u1ea3i quy\u1ebft, v\u1edbi m\u1ed9t b\u00e1o c\u00e1o g\u1ea7n \u0111\u00e2y<\/a> cho th\u1ea5y ch\u1ec9 c\u00f3 20% gi\u00e1m \u0111\u1ed1c c\u00f4ng ngh\u1ec7 c\u1ea3m th\u1ea5y t\u1ef1 tin v\u1ec1 n\u0103ng l\u1ef1c h\u1ecdc m\u00e1y v\u00e0 AI c\u1ee7a nh\u00e2n vi\u00ean. Trong m\u1ed9t kh\u1ea3o s\u00e1t kh\u00e1c, 41% ng\u01b0\u1eddi \u0111\u01b0\u1ee3c h\u1ecfi cho bi\u1ebft vi\u1ec7c thi\u1ebfu k\u1ef9 n\u0103ng AI l\u00e0 nguy\u00ean nh\u00e2n c\u1ea3n tr\u1edf h\u1ecd \u0111\u1ea1t \u0111\u01b0\u1ee3c t\u0103ng tr\u01b0\u1edfng h\u01a1n n\u1eefa.<\/p>\n

\u0110\u00e2y ch\u1ec9 l\u00e0 m\u1ed9t xu h\u01b0\u1edbng th\u00f4i sao?<\/h2>\n

Ch\u1eafc ch\u1eafn c\u00f3 nh\u1eefng l\u1ee3i \u00edch \u0111\u00e1ng k\u1ec3 t\u1eeb vi\u1ec7c \u00e1p d\u1ee5ng si\u00eau c\u00e1 nh\u00e2n h\u00f3a nh\u01b0 m\u1ed9t n\u0103ng l\u1ef1c s\u1ea3n xu\u1ea5t. C\u00e1c nh\u00e0 s\u1ea3n xu\u1ea5t c\u00f3 th\u1ec3 tri\u1ec3n khai si\u00eau c\u00e1 nh\u00e2n h\u00f3a c\u00f3 th\u1ec3 mong \u0111\u1ee3i nh\u1eefng k\u1ebft qu\u1ea3 t\u00edch c\u1ef1c v\u1ec1 m\u1eb7t n\u0103ng su\u1ea5t t\u0103ng l\u00ean v\u00e0 tr\u1ea3i nghi\u1ec7m c\u1ee7a kh\u00e1ch h\u00e0ng \u0111\u01b0\u1ee3c c\u1ea3i thi\u1ec7n.<\/p>\n

\u0110\u1ec3 t\u1eadn d\u1ee5ng t\u1ed1i \u0111a l\u1ee3i \u00edch c\u1ee7a si\u00eau c\u00e1 nh\u00e2n h\u00f3a, c\u00e1c nh\u00e0 s\u1ea3n xu\u1ea5t ph\u1ea3i c\u00f3 c\u00e1c c\u00f4ng ngh\u1ec7 v\u00e0 n\u1ec1n t\u1ea3ng C\u00f4ng nghi\u1ec7p 4.0 ph\u00f9 h\u1ee3p \u0111\u1ec3 h\u1ed7 tr\u1ee3 h\u1ecd trong qu\u00e1 tr\u00ecnh chuy\u1ec3n \u0111\u1ed5i s\u1ed1. C\u00e1c khu\u00f4n kh\u1ed5 chuy\u1ec3n \u0111\u1ed5i nh\u01b0 Ch\u1ec9 s\u1ed1 s\u1eb5n s\u00e0ng c\u1ee7a ng\u00e0nh c\u00f4ng nghi\u1ec7p th\u00f4ng minh (SIRI)<\/a>, c\u00f9ng v\u1edbi c\u00e1c c\u00f4ng c\u1ee5 \u0111i k\u00e8m nh\u01b0 Ma tr\u1eadn \u0111\u00e1nh gi\u00e1 v\u00e0 Ma tr\u1eadn \u01b0u ti\u00ean, l\u00e0 \u0111i\u1ec3m kh\u1edfi \u0111\u1ea7u ho\u00e0n h\u1ea3o \u0111\u1ec3 c\u00e1c t\u1ed5 ch\u1ee9c x\u00e1c \u0111\u1ecbnh c\u00e1c l\u0129nh v\u1ef1c c\u1ea7n c\u1ee7ng c\u1ed1 v\u00e0 \u0111i\u1ec3m y\u1ebfu c\u1ea7n c\u1ea3i thi\u1ec7n. T\u00ecm hi\u1ec3u th\u00eam v\u1ec1 c\u00e1ch Ch\u1ec9 s\u1ed1 s\u1eb5n s\u00e0ng c\u1ee7a ng\u00e0nh c\u00f4ng nghi\u1ec7p th\u00f4ng minh<\/a> c\u00f3 th\u1ec3 gi\u00fap t\u1ed5 ch\u1ee9c c\u1ee7a b\u1ea1n ph\u00e1t tri\u1ec3n n\u0103ng l\u1ef1c s\u1ea3n xu\u1ea5t th\u00f4ng minh \u0111\u1ec3 b\u1ea1n c\u00f3 th\u1ec3 t\u1eadn d\u1ee5ng t\u00ednh c\u00e1 nh\u00e2n h\u00f3a cao.<\/p>","protected":false},"excerpt":{"rendered":"

M\u1eb7c d\u00f9 si\u00eau c\u00e1 nh\u00e2n h\u00f3a trong s\u1ea3n xu\u1ea5t kh\u00f4ng ph\u1ea3i l\u00e0 \u0111i\u1ec1u m\u1edbi m\u1ebb, nh\u01b0ng n\u00f3 ch\u1eafc ch\u1eafn \u0111ang \u0111\u01b0\u1ee3c ch\u00fa \u00fd nhi\u1ec1u h\u01a1n nh\u1edd c\u00e1c kh\u1ea3 n\u0103ng s\u1ed1 h\u00f3a m\u1edbi \u0111\u01b0\u1ee3c gi\u1edbi thi\u1ec7u b\u1edfi C\u00f4ng nghi\u1ec7p 4.0. L\u00e0 m\u1ed9t giai \u0111o\u1ea1n thay \u0111\u1ed5i cu\u1ed9c ch\u01a1i trong d\u00f2ng th\u1eddi gian s\u1ea3n xu\u1ea5t, C\u00f4ng nghi\u1ec7p 4.0 \u0111\u00e3 gi\u1edbi thi\u1ec7u m\u1ed9t s\u1ed1 c\u00f4ng ngh\u1ec7 ti\u00ean ti\u1ebfn nh\u01b0 tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (AI), Internet v\u1ea1n v\u1eadt c\u00f4ng nghi\u1ec7p (IIoT), t\u1ef1 \u0111\u1ed9ng h\u00f3a v\u00e0 d\u1eef li\u1ec7u l\u1edbn nh\u1eb1m t\u1ed1i \u01b0u h\u00f3a [\u2026]<\/p>","protected":false},"author":3,"featured_media":35263,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[17],"tags":[],"class_list":["post-16967","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-thought-leadership"],"acf":{"topic":"digitalisation"},"_links":{"self":[{"href":"https:\/\/incit.org\/vi\/wp-json\/wp\/v2\/posts\/16967","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/incit.org\/vi\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/incit.org\/vi\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/incit.org\/vi\/wp-json\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/incit.org\/vi\/wp-json\/wp\/v2\/comments?post=16967"}],"version-history":[{"count":6,"href":"https:\/\/incit.org\/vi\/wp-json\/wp\/v2\/posts\/16967\/revisions"}],"predecessor-version":[{"id":38593,"href":"https:\/\/incit.org\/vi\/wp-json\/wp\/v2\/posts\/16967\/revisions\/38593"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/incit.org\/vi\/wp-json\/wp\/v2\/media\/35263"}],"wp:attachment":[{"href":"https:\/\/incit.org\/vi\/wp-json\/wp\/v2\/media?parent=16967"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/incit.org\/vi\/wp-json\/wp\/v2\/categories?post=16967"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/incit.org\/vi\/wp-json\/wp\/v2\/tags?post=16967"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}