{"id":44631,"date":"2026-06-12T16:30:32","date_gmt":"2026-06-12T08:30:32","guid":{"rendered":"https:\/\/incit.org\/?p=44631"},"modified":"2026-06-04T14:51:09","modified_gmt":"2026-06-04T06:51:09","slug":"ai-adoption-is-rising-fast-but-ai-maturity-lags-why-95-of-ai-pilots-fail-in-manufacturing","status":"publish","type":"post","link":"https:\/\/incit.org\/vi\/uncategorized\/ai-adoption-is-rising-fast-but-ai-maturity-lags-why-95-of-ai-pilots-fail-in-manufacturing\/","title":{"rendered":"\u1ee8ng d\u1ee5ng AI \u0111ang t\u0103ng nhanh, nh\u01b0ng \u0111\u1ed9 tr\u01b0\u1edfng th\u00e0nh c\u1ee7a AI v\u1eabn c\u00f2n ch\u1eadm: T\u1ea1i sao 95% d\u1ef1 \u00e1n th\u1eed nghi\u1ec7m AI th\u1ea5t b\u1ea1i trong l\u0129nh v\u1ef1c s\u1ea3n xu\u1ea5t\u00a0"},"content":{"rendered":"

Trong c\u00e1c ph\u00f2ng h\u1ecdp v\u00e0 nh\u00e0 m\u00e1y, tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o \u0111\u00e3 chuy\u1ec3n t\u1eeb l\u1eddi h\u1ee9a vi\u1ec5n t\u01b0\u1edfng sang hi\u1ec7n th\u1ef1c th\u01b0\u1eddng nh\u1eadt. C\u00e1c c\u00f4ng ty \u0111ang \u0111\u1ea7u t\u01b0 m\u1ea1nh m\u1ebd, c\u00e1c c\u00f4ng c\u1ee5 ng\u00e0y c\u00e0ng ph\u1ed5 bi\u1ebfn, v\u00e0 k\u1ef3 v\u1ecdng r\u1ea5t cao. Tuy nhi\u00ean, \u0111\u1ed1i v\u1edbi nhi\u1ec1u nh\u00e0 s\u1ea3n xu\u1ea5t, l\u1ee3i nhu\u1eadn t\u1eeb kho\u1ea3n \u0111\u1ea7u t\u01b0 \u0111\u00f3 v\u1eabn c\u00f2n kh\u00f3 n\u1eafm b\u1eaft m\u1ed9t c\u00e1ch \u0111\u00e1ng th\u1ea5t v\u1ecdng.<\/span>\u00a0<\/span><\/p>\n

M\u00f4 h\u00ecnh n\u00e0y hi\u1ec7n \u0111\u00e3 \u0111\u01b0\u1ee3c ghi nh\u1eadn \u0111\u1ea7y \u0111\u1ee7.\u00a0<\/span>Theo kh\u1ea3o s\u00e1t to\u00e0n c\u1ea7u n\u0103m 2025 c\u1ee7a McKinsey.<\/span><\/a>\u00a0Theo b\u00e1o c\u00e1o v\u1ec1 T\u00ecnh tr\u1ea1ng AI, 88% c\u00e1c t\u1ed5 ch\u1ee9c cho bi\u1ebft h\u1ecd th\u01b0\u1eddng xuy\u00ean s\u1eed d\u1ee5ng AI trong \u00edt nh\u1ea5t m\u1ed9t ch\u1ee9c n\u0103ng kinh doanh. Tuy nhi\u00ean, g\u1ea7n hai ph\u1ea7n ba trong s\u1ed1 \u0111\u00f3 v\u1eabn ch\u01b0a m\u1edf r\u1ed9ng quy m\u00f4 c\u00e1c n\u1ed7 l\u1ef1c n\u00e0y tr\u00ean to\u00e0n doanh nghi\u1ec7p.<\/span>\u00a0<\/span><\/p>\n

M\u1ed9t b\u00e1o c\u00e1o ri\u00eang bi\u1ec7t c\u1ee7a s\u00e1ng ki\u1ebfn MIT NANDA, \u201cS\u1ef1 ph\u00e2n chia GenAI\u201d,\u201d<\/span><\/a>\u00a0\u0110i\u1ec1u n\u00e0y cho th\u1ea5y m\u1ed9t b\u1ee9c tranh th\u1eadm ch\u00ed c\u00f2n r\u00f5 n\u00e9t h\u01a1n: ch\u1ec9 5% c\u00e1c ch\u01b0\u01a1ng tr\u00ecnh th\u00ed \u0111i\u1ec3m AI \u0111\u1ea1t \u0111\u01b0\u1ee3c s\u1ef1 t\u0103ng tr\u01b0\u1edfng doanh thu nhanh ch\u00f3ng. 95% c\u00f2n l\u1ea1i b\u1ecb \u0111\u00ecnh tr\u1ec7, mang l\u1ea1i r\u1ea5t \u00edt ho\u1eb7c kh\u00f4ng c\u00f3 t\u00e1c \u0111\u1ed9ng \u0111\u00e1ng k\u1ec3 n\u00e0o \u0111\u1ebfn b\u00e1o c\u00e1o l\u00e3i l\u1ed7.<\/span>\u00a0<\/span><\/p>\n

\"\"<\/p>\n

Nh\u1eefng con s\u1ed1 n\u00e0y kh\u00f4ng cho th\u1ea5y s\u1ef1 th\u1ea5t b\u1ea1i c\u1ee7a b\u1ea3n th\u00e2n c\u00f4ng ngh\u1ec7, m\u00e0 l\u00e0 s\u1ef1 thi\u1ebfu h\u1ee5t s\u00e2u s\u1eafc h\u01a1n v\u1ec1 s\u1ef1 s\u1eb5n s\u00e0ng c\u1ee7a t\u1ed5 ch\u1ee9c. Trong ng\u00e0nh s\u1ea3n xu\u1ea5t, v\u1edbi chu\u1ed7i cung \u1ee9ng ph\u1ee9c t\u1ea1p, thi\u1ebft b\u1ecb c\u0169 k\u1ef9, y\u00eau c\u1ea7u ch\u1ea5t l\u01b0\u1ee3ng nghi\u00eam ng\u1eb7t v\u00e0 s\u1ef1 k\u1ebft h\u1ee3p gi\u1eefa tay ngh\u1ec1 cao v\u00e0 ki\u1ebfn th\u1ee9c chuy\u00ean m\u00f4n, kho\u1ea3ng c\u00e1ch n\u00e0y \u0111\u1eb7c bi\u1ec7t c\u00f3 h\u1eadu qu\u1ea3 nghi\u00eam tr\u1ecdng. M\u1ed9t c\u00f4ng c\u1ee5 AI t\u1ea1o sinh hi\u1ec7n \u0111\u1ea1i c\u00f3 th\u1ec3 so\u1ea1n th\u1ea3o b\u00e1o c\u00e1o ho\u1eb7c t\u1ed1i \u01b0u h\u00f3a l\u1ecbch tr\u00ecnh, nh\u01b0ng n\u00f3 kh\u00f4ng th\u1ec3 t\u1ef1 \u0111\u1ed9ng kh\u1eafc ph\u1ee5c \u0111\u01b0\u1ee3c c\u00e1c h\u1ec7 th\u1ed1ng d\u1eef li\u1ec7u r\u1eddi r\u1ea1c, c\u00e1c nh\u00f3m ch\u01b0a \u0111\u01b0\u1ee3c chu\u1ea9n b\u1ecb k\u1ef9 l\u01b0\u1ee1ng ho\u1eb7c c\u00e1c chi\u1ebfn l\u01b0\u1ee3c c\u00f2n m\u01a1 h\u1ed3.\u00a0<\/span>\u00a0<\/span><\/p>\n

N\u1ebfu kh\u00f4ng c\u00f3 s\u1ef1 \u0111\u00e1nh gi\u00e1 kh\u00e1ch quan v\u1ec1 t\u00ecnh h\u00ecnh th\u1ef1c t\u1ebf c\u1ee7a doanh nghi\u1ec7p, ngay c\u1ea3 nh\u1eefng kho\u1ea3n \u0111\u1ea7u t\u01b0 l\u1edbn c\u0169ng ch\u1ec9 t\u1ea1o ra c\u00e1c d\u1ef1 \u00e1n th\u00ed \u0111i\u1ec3m kh\u00f4ng th\u1ec3 m\u1edf r\u1ed9ng quy m\u00f4 v\u00e0 c\u00e1c c\u00f4ng ngh\u1ec7 kh\u00f4ng mang l\u1ea1i s\u1ef1 thay \u0111\u1ed5i \u0111\u00e1ng k\u1ec3 v\u1ec1 chi ph\u00ed, ch\u1ea5t l\u01b0\u1ee3ng ho\u1eb7c s\u1ea3n l\u01b0\u1ee3ng.<\/span>\u00a0<\/span><\/p>\n

Thu h\u1eb9p kho\u1ea3ng c\u00e1ch b\u1eb1ng s\u1ef1 chu\u1ea9n b\u1ecb c\u00f3 c\u1ea5u tr\u00fac cho AI<\/span><\/b>\u00a0<\/span><\/p>\n

Nghi\u00ean c\u1ee9u c\u1ee7a MIT nh\u1ea5n m\u1ea1nh m\u1ed9t b\u00e0i h\u1ecdc quan tr\u1ecdng: th\u00e0nh c\u00f4ng kh\u00f4ng n\u1eb1m \u1edf vi\u1ec7c x\u00e2y d\u1ef1ng c\u00f4ng c\u1ee5 t\u1eeb \u0111\u1ea7u m\u00e0 n\u1eb1m \u1edf s\u1ef1 t\u00edch h\u1ee3p th\u00f4ng minh. Vi\u1ec7c mua c\u00e1c gi\u1ea3i ph\u00e1p chuy\u00ean d\u1ee5ng v\u00e0 thi\u1ebft l\u1eadp quan h\u1ec7 \u0111\u1ed1i t\u00e1c c\u00f3 t\u1ef7 l\u1ec7 th\u00e0nh c\u00f4ng cao g\u1ea5p \u0111\u00f4i so v\u1edbi c\u00e1c n\u1ed7 l\u1ef1c ph\u00e1t tri\u1ec3n n\u1ed9i b\u1ed9. Vi\u1ec7c trao quy\u1ec1n cho c\u00e1c qu\u1ea3n l\u00fd c\u1ea5p d\u01b0\u1edbi tr\u1ef1c ti\u1ebfp tham gia v\u00e0o c\u00f4ng vi\u1ec7c, thay v\u00ec ch\u1ec9 d\u1ef1a v\u00e0o c\u00e1c nh\u00f3m \u0111\u1ed5i m\u1edbi trung t\u00e2m, c\u0169ng t\u1ea1o ra s\u1ef1 kh\u00e1c bi\u1ec7t quy\u1ebft \u0111\u1ecbnh.<\/span>\u00a0<\/span><\/p>\n

\u0110\u1ed1i v\u1edbi c\u00e1c nh\u00e0 s\u1ea3n xu\u1ea5t, nh\u1eefng hi\u1ec3u bi\u1ebft n\u00e0y c\u00f3 tr\u1ecdng l\u01b0\u1ee3ng \u0111\u1eb7c bi\u1ec7t. Ti\u1ec1m n\u0103ng l\u1edbn nh\u1ea5t c\u1ee7a AI th\u01b0\u1eddng n\u1eb1m \u1edf nh\u1eefng l\u0129nh v\u1ef1c li\u00ean k\u1ebft ch\u1eb7t ch\u1ebd, nh\u01b0 b\u1ea3o tr\u00ec d\u1ef1 \u0111o\u00e1n t\u1ea1i x\u01b0\u1edfng s\u1ea3n xu\u1ea5t, ki\u1ec3m tra ch\u1ea5t l\u01b0\u1ee3ng, t\u1ed1i \u01b0u h\u00f3a chu\u1ed7i cung \u1ee9ng v\u00e0 thi\u1ebft k\u1ebf l\u1ea1i quy tr\u00ecnh. Nh\u01b0ng nh\u1eefng \u1ee9ng d\u1ee5ng n\u00e0y \u0111\u00f2i h\u1ecfi nhi\u1ec1u h\u01a1n m\u1ed9t m\u00f4 h\u00ecnh m\u1ea1nh m\u1ebd. Ch\u00fang c\u1ea7n c\u01a1 s\u1edf h\u1ea1 t\u1ea7ng d\u1eef li\u1ec7u \u0111\u00e1ng tin c\u1eady, ki\u1ebfn th\u1ee9c v\u1eadn h\u00e0nh chuy\u00ean s\u00e2u, n\u0103ng l\u1ef1c c\u1ee7a l\u1ef1c l\u01b0\u1ee3ng lao \u0111\u1ed9ng v\u00e0 t\u1ea7m nh\u00ecn chi\u1ebfn l\u01b0\u1ee3c r\u00f5 r\u00e0ng. Khi thi\u1ebfu nh\u1eefng n\u1ec1n t\u1ea3ng \u0111\u00f3, ngay c\u1ea3 nh\u1eefng c\u00f4ng c\u1ee5 ti\u00ean ti\u1ebfn nh\u1ea5t c\u0169ng v\u1eabn b\u1ecb c\u00f4 l\u1eadp kh\u1ecfi c\u00e1c th\u1eed nghi\u1ec7m.<\/span>\u00a0<\/span><\/p>\n

Th\u1ef1c t\u1ebf v\u1ec1 con ng\u01b0\u1eddi v\u00e0 ho\u1ea1t \u0111\u1ed9ng<\/span><\/b>\u00a0<\/span><\/p>\n

Nh\u1eefng th\u00e1ch th\u1ee9c c\u00f2n s\u00e2u r\u1ed9ng h\u01a1n c\u1ea3 v\u1ea5n \u0111\u1ec1 b\u1ea3n quy\u1ec1n ph\u1ea7n m\u1ec1m.\u00a0<\/span>M\u1ed9t cu\u1ed9c kh\u1ea3o s\u00e1t n\u0103m 2024 cho th\u1ea5y 78%<\/span><\/a>\u00a0C\u00e1c nh\u00e0 \u0111i\u1ec1u h\u00e0nh c\u1ea3m th\u1ea5y tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (AI) \u0111ang ph\u00e1t tri\u1ec3n nhanh h\u01a1n kh\u1ea3 n\u0103ng \u0111\u00e0o t\u1ea1o nh\u00e2n vi\u00ean s\u1eed d\u1ee5ng n\u00f3 trong c\u00e1c t\u1ed5 ch\u1ee9c c\u1ee7a h\u1ecd. V\u00e0 d\u1eef li\u1ec7u c\u0169ng x\u00e1c nh\u1eadn \u0111i\u1ec1u n\u00e0y. Theo Deloitte,\u00a0<\/span>58% c\u00f4ng ty kh\u00f4ng tin r\u1eb1ng chi\u1ebfn l\u01b0\u1ee3c c\u1ee7a h\u1ecd \u0111\u00e3 \u0111\u01b0\u1ee3c chu\u1ea9n b\u1ecb k\u1ef9 l\u01b0\u1ee1ng cho vi\u1ec7c \u1ee9ng d\u1ee5ng AI.<\/span><\/a>\u00a0v\u00e0 th\u1eadm ch\u00ed c\u00f2n \u00edt ng\u01b0\u1eddi h\u01a1n n\u1eefa n\u00f3i \u0111i\u1ec1u t\u01b0\u01a1ng t\u1ef1 v\u1ec1 r\u1ee7i ro v\u00e0 qu\u1ea3n tr\u1ecb.<\/span><\/p>\n

Trong khi \u0111\u00f3, "tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o ng\u1ea7m", nh\u1eefng c\u00f4ng c\u1ee5 kh\u00f4ng \u0111\u01b0\u1ee3c ph\u00e9p s\u1eed d\u1ee5ng b\u1edfi nh\u00e2n vi\u00ean, g\u1ea7n nh\u01b0 ph\u1ed5 bi\u1ebfn kh\u1eafp n\u01a1i.,\u00a0<\/span>xu\u1ea5t hi\u1ec7n trong 98% c\u00e1c t\u1ed5 ch\u1ee9c<\/span><\/a>. Ng\u01b0\u1eddi lao \u0111\u1ed9ng \u0111ang \u00e1p d\u1ee5ng AI b\u1ea5t ch\u1ea5p ch\u00ednh s\u00e1ch ch\u00ednh th\u1ee9c, v\u00e0 c\u00e1c c\u00f4ng ty \u0111ang b\u1ecf l\u1ee1 c\u01a1 h\u1ed9i \u0111\u1ecbnh h\u01b0\u1edbng n\u0103ng l\u01b0\u1ee3ng \u0111\u00f3 m\u1ed9t c\u00e1ch hi\u1ec7u qu\u1ea3 trong khi v\u1eabn b\u1ea3o v\u1ec7 d\u1eef li\u1ec7u ho\u1ea1t \u0111\u1ed9ng nh\u1ea1y c\u1ea3m.<\/span>\u00a0<\/span><\/p>\n

\"\"<\/p>\n

H\u01b0\u1edbng \u0111i ph\u00eda tr\u01b0\u1edbc cho c\u00e1c nh\u00e0 s\u1ea3n xu\u1ea5t<\/span><\/b>\u00a0<\/span><\/p>\n

\u0110\u00e2y ch\u00ednh x\u00e1c l\u00e0 v\u1ea5n \u0111\u1ec1\u00a0<\/span>Ch\u1ec9 s\u1ed1 M\u1ee9c \u0111\u1ed9 Tr\u01b0\u1edfng th\u00e0nh v\u00e0 S\u1eb5n s\u00e0ng c\u1ee7a Tr\u00ed tu\u1ec7 Nh\u00e2n t\u1ea1o (AIMRI)<\/span><\/b><\/a>\u00a0AIMRI \u0111\u01b0\u1ee3c x\u00e2y d\u1ef1ng \u0111\u1ec3 gi\u1ea3i quy\u1ebft c\u00e1c v\u1ea5n \u0111\u1ec1 n\u00e0y. Thay v\u00ec ch\u1ec9 l\u00e0 m\u1ed9t tri\u1ec3n khai c\u00f4ng ngh\u1ec7 kh\u00e1c, AIMRI cung c\u1ea5p cho c\u00e1c nh\u00e0 s\u1ea3n xu\u1ea5t m\u1ed9t c\u00f4ng c\u1ee5 ch\u1ea9n \u0111o\u00e1n c\u00f3 c\u1ea5u tr\u00fac, kh\u00e1ch quan tr\u00ean c\u00e1c kh\u00eda c\u1ea1nh quan tr\u1ecdng nh\u1ea5t: c\u01a1 s\u1edf h\u1ea1 t\u1ea7ng d\u1eef li\u1ec7u, t\u00edch h\u1ee3p ho\u1ea1t \u0111\u1ed9ng, n\u0103ng l\u1ef1c l\u1ef1c l\u01b0\u1ee3ng lao \u0111\u1ed9ng v\u00e0 s\u1ef1 ph\u00f9 h\u1ee3p chi\u1ebfn l\u01b0\u1ee3c.<\/span>\u00a0<\/span><\/p>\n

B\u1eb1ng c\u00e1ch thi\u1ebft l\u1eadp m\u1ed9t ti\u00eau chu\u1ea9n r\u00f5 r\u00e0ng, AIMRI gi\u00fap c\u00e1c nh\u00e0 l\u00e3nh \u0111\u1ea1o tr\u1ea3 l\u1eddi nh\u1eefng c\u00e2u h\u1ecfi quy\u1ebft \u0111\u1ecbnh li\u1ec7u AI c\u00f3 mang l\u1ea1i gi\u00e1 tr\u1ecb hay ch\u1ec9 \u0111\u01a1n thu\u1ea7n l\u00e0m t\u0103ng th\u00eam danh s\u00e1ch c\u00e1c s\u00e1ng ki\u1ebfn b\u1ecb \u0111\u00ecnh tr\u1ec7: T\u1ed5 ch\u1ee9c c\u1ee7a ch\u00fang ta th\u1ef1c s\u1ef1 \u0111ang \u1edf \u0111\u00e2u tr\u00ean \u0111\u01b0\u1eddng cong tr\u01b0\u1edfng th\u00e0nh? Nh\u1eefng thi\u1ebfu s\u00f3t c\u1ee5 th\u1ec3 n\u00e0o \u0111ang c\u1ea3n tr\u1edf ch\u00fang ta? V\u00e0 nh\u1eefng thay \u0111\u1ed5i c\u00f3 m\u1ee5c ti\u00eau n\u00e0o s\u1ebd cho ph\u00e9p \u0111\u1ea1t \u0111\u01b0\u1ee3c ti\u1ebfn b\u1ed9 c\u00f3 th\u1ec3 m\u1edf r\u1ed9ng v\u00e0 \u0111o l\u01b0\u1eddng \u0111\u01b0\u1ee3c?<\/span>\u00a0<\/span><\/p>\n

C\u00e2u chuy\u1ec7n v\u1ec1 tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o trong s\u1ea3n xu\u1ea5t n\u0103m 2026 kh\u00f4ng ch\u1ec9 \u0111\u01a1n thu\u1ea7n l\u00e0 v\u1ec1 t\u1ef7 l\u1ec7 \u00e1p d\u1ee5ng hay \u0111\u1ed9 tinh vi c\u1ee7a m\u00f4 h\u00ecnh. \u0110i\u1ec1u quan tr\u1ecdng l\u00e0 li\u1ec7u c\u00e1c c\u00f4ng ty c\u00f3 hi\u1ec3u r\u00f5 kh\u1ea3 n\u0103ng c\u1ee7a ch\u00ednh m\u00ecnh \u0111\u1ec3 t\u00edch h\u1ee3p c\u00f4ng ngh\u1ec7 v\u00e0o th\u1ef1c ti\u1ec5n ho\u1ea1t \u0111\u1ed9ng c\u00f4ng nghi\u1ec7p hay kh\u00f4ng. Nh\u1eefng c\u00f4ng ty l\u00e0m \u0111\u01b0\u1ee3c \u0111i\u1ec1u \u0111\u00f3 b\u1eb1ng c\u00e1ch \u0111\u00e1nh gi\u00e1 m\u1ee9c \u0111\u1ed9 s\u1eb5n s\u00e0ng m\u1ed9t c\u00e1ch trung th\u1ef1c, gi\u1ea3i quy\u1ebft c\u00e1c m\u1ed1i lo ng\u1ea1i c\u1ee7a l\u1ef1c l\u01b0\u1ee3ng lao \u0111\u1ed9ng, thi\u1ebft k\u1ebf l\u1ea1i quy tr\u00ecnh l\u00e0m vi\u1ec7c m\u1ed9t c\u00e1ch chu \u0111\u00e1o v\u00e0 \u0111\u1ea7u t\u01b0 v\u00e0o nh\u1eefng l\u0129nh v\u1ef1c th\u1ef1c s\u1ef1 hi\u1ec7u qu\u1ea3, ch\u00ednh l\u00e0 nh\u1eefng c\u00f4ng ty bi\u1ebfn c\u00e1c d\u1ef1 \u00e1n th\u00ed \u0111i\u1ec3m th\u00e0nh nh\u1eefng th\u00e0nh qu\u1ea3 \u0111\u1ea1t \u0111\u01b0\u1ee3c.<\/span>\u00a0<\/span><\/p>\n

C\u00f4ng ngh\u1ec7 kh\u00f4ng c\u00f2n l\u00e0 y\u1ebfu t\u1ed1 h\u1ea1n ch\u1ebf n\u1eefa. S\u1ef1 s\u1eb5n s\u00e0ng m\u1edbi l\u00e0 y\u1ebfu t\u1ed1 quy\u1ebft \u0111\u1ecbnh. V\u00e0 \u0111\u1ed1i v\u1edbi c\u00e1c nh\u00e0 s\u1ea3n xu\u1ea5t quy\u1ebft t\u00e2m v\u01b0\u1ee3t qua ranh gi\u1edbi gi\u1eefa th\u1eed nghi\u1ec7m v\u00e0 l\u1ee3i th\u1ebf c\u1ea1nh tranh th\u1ef1c s\u1ef1, vi\u1ec7c hi\u1ec3u r\u00f5 t\u00ecnh tr\u1ea1ng hi\u1ec7n t\u1ea1i c\u1ee7a h\u1ecd l\u00e0 \u0111i\u1ec3m kh\u1edfi \u0111\u1ea7u thi\u1ebft y\u1ebfu.<\/span><\/p>","protected":false},"excerpt":{"rendered":"

In\u00a0boardrooms\u00a0and\u00a0factory floors alike, artificial intelligence has moved from futuristic promise to everyday reality. Companies are investing\u00a0heavily, tools are proliferating, and expectations are high. Yet for many manufacturers, the return on that investment\u00a0remains\u00a0frustratingly elusive.\u00a0 The pattern is now well documented.\u00a0According to McKinsey\u2019s 2025 Global Survey\u00a0On\u00a0the State of AI, 88 percent of organizations report regular AI use […]<\/p>\n","protected":false},"author":18,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[1],"tags":[376,321,274,377,378,379],"class_list":["post-44631","post","type-post","status-publish","format-standard","hentry","category-uncategorized","tag-aiadoptioninmanufacturing","tag-aimaturity","tag-aimri","tag-aireadinessassessment","tag-genaiinmanufacturing","tag-whyai-projectsfailinmanufacturing"],"acf":[],"_links":{"self":[{"href":"https:\/\/incit.org\/vi\/wp-json\/wp\/v2\/posts\/44631","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\/18"}],"replies":[{"embeddable":true,"href":"https:\/\/incit.org\/vi\/wp-json\/wp\/v2\/comments?post=44631"}],"version-history":[{"count":1,"href":"https:\/\/incit.org\/vi\/wp-json\/wp\/v2\/posts\/44631\/revisions"}],"predecessor-version":[{"id":44634,"href":"https:\/\/incit.org\/vi\/wp-json\/wp\/v2\/posts\/44631\/revisions\/44634"}],"wp:attachment":[{"href":"https:\/\/incit.org\/vi\/wp-json\/wp\/v2\/media?parent=44631"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/incit.org\/vi\/wp-json\/wp\/v2\/categories?post=44631"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/incit.org\/vi\/wp-json\/wp\/v2\/tags?post=44631"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}