{"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\/az\/uncategorized\/ai-adoption-is-rising-fast-but-ai-maturity-lags-why-95-of-ai-pilots-fail-in-manufacturing\/","title":{"rendered":"S\u00fcni intellektd\u0259n istifad\u0259 s\u00fcr\u0259tl\u0259 art\u0131r, lakin s\u00fcni intellekt yetkinl\u0259\u015fm\u0259kd\u0259 gerid\u0259 qal\u0131r: Niy\u0259 95% s\u00fcni intellekt pilotlar\u0131 istehsalda u\u011fursuz olur?\u00a0"},"content":{"rendered":"

H\u0259m idar\u0259 hey\u0259tinin zallar\u0131nda, h\u0259m d\u0259 fabrikl\u0259rd\u0259 s\u00fcni intellekt futuristik v\u0259dl\u0259rd\u0259n g\u00fcnd\u0259lik reall\u0131\u011fa ke\u00e7ib. \u015eirk\u0259tl\u0259r k\u00fclli miqdarda investisiya yat\u0131r\u0131r, al\u0259tl\u0259r \u00e7oxal\u0131r v\u0259 g\u00f6zl\u0259ntil\u0259r y\u00fcks\u0259kdir. Lakin bir \u00e7ox istehsal\u00e7\u0131 \u00fc\u00e7\u00fcn bu investisiyan\u0131n g\u0259liri h\u0259l\u0259 d\u0259 m\u0259yusedici d\u0259r\u0259c\u0259d\u0259 qeyri-m\u00fc\u0259yy\u0259ndir.<\/span>\u00a0<\/span><\/p>\n

N\u00fcmun\u0259 art\u0131q yax\u015f\u0131 s\u0259n\u0259dl\u0259\u015fdirilib.\u00a0<\/span>McKinsey-in 2025-ci il \u00fczr\u0259 Qlobal Sor\u011fusuna g\u00f6r\u0259<\/span><\/a>\u00a0S\u00fcni intellekt v\u0259ziyy\u0259tin\u0259 g\u0259ldikd\u0259, t\u0259\u015fkilatlar\u0131n 88 faizi \u0259n az\u0131 bir biznes funksiyas\u0131nda m\u00fcnt\u0259z\u0259m olaraq s\u00fcni intellektd\u0259n istifad\u0259 etdiyini bildirir. Lakin t\u0259xmin\u0259n \u00fc\u00e7d\u0259 ikisi h\u0259l\u0259 d\u0259 bu s\u0259yl\u0259ri m\u00fc\u0259ssis\u0259 daxilind\u0259 geni\u015fl\u0259ndirm\u0259yib.<\/span>\u00a0<\/span><\/p>\n

MIT NANDA-n\u0131n ayr\u0131ca bir t\u0259\u015f\u0259bb\u00fcs hesabat\u0131, \u201cGenAI b\u00f6l\u00fcnm\u0259si\u201d<\/span><\/a>\u00a0Daha da k\u0259skin m\u0259nz\u0259r\u0259ni ortaya qoyur: s\u00fcni intellekt pilot proqramlar\u0131n\u0131n yaln\u0131z 5 faizi s\u00fcr\u0259tli g\u0259lir art\u0131m\u0131na nail olur. Dig\u0259r 95 faiz is\u0259 m\u0259nf\u0259\u0259t v\u0259 z\u0259r\u0259r hesabat\u0131na az v\u0259 ya he\u00e7 bir \u00f6l\u00e7\u00fcl\u0259 bil\u0259n t\u0259sir g\u00f6st\u0259rm\u0259d\u0259n dayan\u0131r.<\/span>\u00a0<\/span><\/p>\n

\"\"<\/p>\n

Bu r\u0259q\u0259ml\u0259r texnologiyan\u0131n \u00f6z\u00fcn\u00fcn u\u011fursuzlu\u011funu deyil, t\u0259\u015fkilati haz\u0131rl\u0131qdak\u0131 daha d\u0259rin bir \u00e7at\u0131\u015fmazl\u0131\u011f\u0131 ortaya qoyur. M\u00fcr\u0259kk\u0259b t\u0259chizat z\u0259ncirl\u0259ri, k\u00f6hn\u0259 avadanl\u0131qlar\u0131, s\u0259rt keyfiyy\u0259t t\u0259l\u0259bl\u0259ri v\u0259 bacar\u0131ql\u0131 pe\u015f\u0259l\u0259rin v\u0259 i\u015f bilikl\u0259rinin qar\u0131\u015f\u0131\u011f\u0131 il\u0259 istehsalatda bu bo\u015fluq x\u00fcsusil\u0259 \u0259h\u0259miyy\u0259tlidir. Z\u0259rif generativ s\u00fcni intellekt al\u0259ti hesabatlar haz\u0131rlaya v\u0259 ya c\u0259dv\u0259li optimalla\u015fd\u0131ra bil\u0259r, lakin par\u00e7alanm\u0131\u015f m\u0259lumat sisteml\u0259rini, haz\u0131rl\u0131qs\u0131z komandalar\u0131 v\u0259 ya qeyri-m\u00fc\u0259yy\u0259n qalan strategiyalar\u0131 sehrli \u015f\u0259kild\u0259 aradan qald\u0131ra bilm\u0259z.\u00a0<\/span>\u00a0<\/span><\/p>\n

Bir biznesin h\u0259qiq\u0259t\u0259n harada oldu\u011funu d\u0259qiq qiym\u0259tl\u0259ndirm\u0259d\u0259n, h\u0259tta \u0259h\u0259miyy\u0259tli investisiyalar bel\u0259 he\u00e7 vaxt miqyaslanmayan pilot layih\u0259l\u0259r\u0259 v\u0259 he\u00e7 vaxt maya d\u0259y\u0259ri, keyfiyy\u0259t v\u0259 ya m\u0259hsuldarl\u0131q bax\u0131m\u0131ndan iyn\u0259ni d\u0259yi\u015fdirm\u0259y\u0259n texnologiyalara s\u0259b\u0259b olur.<\/span>\u00a0<\/span><\/p>\n

Strukturla\u015fd\u0131r\u0131lm\u0131\u015f s\u00fcni intellekt haz\u0131rl\u0131\u011f\u0131 il\u0259 bo\u015flu\u011fu aradan qald\u0131rmaq<\/span><\/b>\u00a0<\/span><\/p>\n

MIT t\u0259dqiqat\u0131 \u0259sas bir d\u0259rsi vur\u011fulay\u0131r: u\u011fur s\u0131f\u0131rdan al\u0259tl\u0259r yaratmaqdan daha \u00e7ox a\u011f\u0131ll\u0131 inteqrasiya il\u0259 ba\u011fl\u0131d\u0131r. X\u00fcsusi h\u0259ll\u0259rin al\u0131nmas\u0131 v\u0259 t\u0259r\u0259fda\u015fl\u0131qlar\u0131n qurulmas\u0131 daxili inki\u015faf s\u0259yl\u0259rind\u0259n t\u0259xmin\u0259n iki d\u0259f\u0259 \u00e7ox u\u011fur qazan\u0131r. Yaln\u0131z m\u0259rk\u0259zi innovasiya qruplar\u0131na etibar etm\u0259k \u0259v\u0259zin\u0259, i\u015f\u0259 \u0259n yax\u0131n x\u0259tt menecerl\u0259rinin s\u0259lahiyy\u0259tl\u0259ndirilm\u0259si d\u0259 h\u0259lledici f\u0259rq yarad\u0131r.<\/span>\u00a0<\/span><\/p>\n

\u0130stehsal\u00e7\u0131lar \u00fc\u00e7\u00fcn bu anlay\u0131\u015flar \u0259lav\u0259 \u00e7\u0259ki da\u015f\u0131y\u0131r. S\u00fcni intellektin \u0259n b\u00f6y\u00fck potensial\u0131 \u00e7ox vaxt s\u0131x ba\u011fl\u0131 sah\u0259l\u0259rd\u0259, emalatxanada proqnozla\u015fd\u0131r\u0131c\u0131 texniki xidm\u0259td\u0259, keyfiyy\u0259t yoxlamas\u0131nda, t\u0259chizat z\u0259ncirinin optimalla\u015fd\u0131r\u0131lmas\u0131nda v\u0259 prosesl\u0259rin yenid\u0259n dizayn\u0131nda olur. Lakin bu t\u0259tbiql\u0259r g\u00fccl\u00fc bir modeld\u0259n daha \u00e7ox \u015fey t\u0259l\u0259b edir. Onlar etibarl\u0131 m\u0259lumat infrastrukturu, d\u0259rin \u0259m\u0259liyyat bilikl\u0259ri, i\u015f\u00e7i q\u00fcvv\u0259si qabiliyy\u0259ti v\u0259 strateji ayd\u0131nl\u0131q t\u0259l\u0259b edir. Bu t\u0259m\u0259ll\u0259r \u00e7at\u0131\u015fmad\u0131qda, h\u0259tta \u0259n qabaqc\u0131l al\u0259tl\u0259r bel\u0259 t\u0259cr\u00fcb\u0259l\u0259rd\u0259n t\u0259crid olunmu\u015f qal\u0131r.<\/span>\u00a0<\/span><\/p>\n

\u0130nsan v\u0259 \u018fm\u0259liyyat Reall\u0131\u011f\u0131<\/span><\/b>\u00a0<\/span><\/p>\n

\u00c7\u0259tinlikl\u0259r proqram t\u0259minat\u0131 lisenziyalar\u0131ndan daha d\u0259rindir.\u00a0<\/span>2024-c\u00fc ild\u0259 apar\u0131lan bir sor\u011fu n\u0259tic\u0259sind\u0259 m\u0259lum olub ki, 78 faiz<\/span><\/a>\u00a0R\u0259hb\u0259rl\u0259r hesab edirl\u0259r ki, s\u00fcni intellekt t\u0259\u015fkilatlar\u0131n\u0131n insanlar\u0131 ondan istifad\u0259 etm\u0259y\u0259 \u00f6yr\u0259tm\u0259k qabiliyy\u0259tind\u0259n daha s\u00fcr\u0259tli inki\u015faf edir. V\u0259 m\u0259lumatlar bunu t\u0259sdiql\u0259yir. Deloitte-a g\u00f6r\u0259,\u00a0<\/span>58% \u015firk\u0259t strategiyalar\u0131n\u0131n s\u00fcni intellekt t\u0259tbiqin\u0259 y\u00fcks\u0259k s\u0259viyy\u0259d\u0259 haz\u0131rland\u0131\u011f\u0131na inanm\u0131r<\/span><\/a>\u00a0v\u0259 risk v\u0259 idar\u0259etm\u0259 haqq\u0131nda eyni \u015feyi dey\u0259nl\u0259r daha azd\u0131r<\/span><\/p>\n

Bu arada, i\u015f\u00e7il\u0259rin \u00f6zl\u0259ri t\u0259r\u0259find\u0259n istifad\u0259 etdikl\u0259ri icaz\u0259siz al\u0259tl\u0259r olan "k\u00f6lg\u0259 s\u00fcni intellekt" dem\u0259k olar ki, universald\u0131r.,\u00a0<\/span>t\u0259\u015fkilatlar\u0131n 98 faizind\u0259 g\u00f6r\u00fcn\u00fcr<\/span><\/a>. \u0130\u015f\u00e7il\u0259r r\u0259smi siyas\u0259td\u0259n as\u0131l\u0131 olmayaraq s\u00fcni intellektd\u0259n istifad\u0259 edirl\u0259r v\u0259 \u015firk\u0259tl\u0259r h\u0259ssas \u0259m\u0259liyyat m\u0259lumatlar\u0131n\u0131 qoruyark\u0259n bu enerjini m\u0259hsuldar \u015f\u0259kild\u0259 idar\u0259 etm\u0259k imkan\u0131n\u0131 \u0259ld\u0259n verirl\u0259r.<\/span>\u00a0<\/span><\/p>\n

\"\"<\/p>\n

\u0130stehsal\u00e7\u0131lar \u00fc\u00e7\u00fcn \u0130r\u0259li Yol<\/span><\/b>\u00a0<\/span><\/p>\n

M\u0259hz bu problem\u00a0<\/span>S\u00fcni intellekt Yetkinlik v\u0259 Haz\u0131rl\u0131q \u0130ndeksi (AIMRI)<\/span><\/b><\/a>\u00a0AIMRI, ba\u015fqa bir texnologiya t\u0259tbiqi \u0259v\u0259zin\u0259, istehsal\u00e7\u0131lara \u0259n vacib olan \u00f6l\u00e7\u00fcl\u0259r \u00fczr\u0259 strukturla\u015fd\u0131r\u0131lm\u0131\u015f, obyektiv diaqnostika t\u0259qdim edir: m\u0259lumat infrastrukturu, \u0259m\u0259liyyat inteqrasiyas\u0131, i\u015f\u00e7i q\u00fcvv\u0259si qabiliyy\u0259ti v\u0259 strateji uy\u011funluq.<\/span>\u00a0<\/span><\/p>\n

Ayd\u0131n bir baza yaratmaqla, AIMRI liderl\u0259r\u0259 s\u00fcni intellektd\u0259n d\u0259y\u0259r yarad\u0131b-yaratmayaca\u011f\u0131n\u0131 v\u0259 ya sad\u0259c\u0259 dayanm\u0131\u015f t\u0259\u015f\u0259bb\u00fcsl\u0259rin artan siyah\u0131s\u0131na \u0259lav\u0259 edib-etm\u0259y\u0259c\u0259yini m\u00fc\u0259yy\u0259n ed\u0259n suallar\u0131 cavabland\u0131rma\u011fa k\u00f6m\u0259k edir: T\u0259\u015fkilat\u0131m\u0131z yetkinlik \u0259yrisind\u0259 \u0259slind\u0259 haradad\u0131r? Hans\u0131 konkret bo\u015fluqlar bizi gerid\u0259 qoyur? V\u0259 hans\u0131 h\u0259d\u0259fl\u0259nmi\u015f d\u0259yi\u015fiklikl\u0259r miqyasl\u0131, \u00f6l\u00e7\u00fcl\u0259 bil\u0259n ir\u0259lil\u0259yi\u015f \u0259ld\u0259 etm\u0259y\u0259 imkan ver\u0259c\u0259k?<\/span>\u00a0<\/span><\/p>\n

2026-c\u0131 ild\u0259 istehsalatda s\u00fcni intellektd\u0259n istifad\u0259nin hekay\u0259si, n\u0259tic\u0259 etibaril\u0259, t\u0259tbiq nisb\u0259tl\u0259ri v\u0259 ya modelin m\u00fcr\u0259kk\u0259bliyi il\u0259 ba\u011fl\u0131 deyil. S\u00f6hb\u0259t \u015firk\u0259tl\u0259rin texnologiyan\u0131 s\u0259naye \u0259m\u0259liyyatlar\u0131n\u0131n reall\u0131qlar\u0131na inteqrasiya etm\u0259k \u00fc\u00e7\u00fcn \u00f6z imkanlar\u0131n\u0131 kifay\u0259t q\u0259d\u0259r yax\u015f\u0131 ba\u015fa d\u00fc\u015f\u00fcb-d\u00fc\u015fm\u0259m\u0259sind\u0259n gedir. Haz\u0131rl\u0131\u011f\u0131 d\u00fcr\u00fcst \u015f\u0259kild\u0259 diaqnoz qoyan, i\u015f\u00e7i q\u00fcvv\u0259si il\u0259 ba\u011fl\u0131 narahatl\u0131qlar\u0131 h\u0259ll ed\u0259n, i\u015f ax\u0131nlar\u0131n\u0131 d\u00fc\u015f\u00fcn\u00fclm\u00fc\u015f \u015f\u0259kild\u0259 yenid\u0259n dizayn ed\u0259n v\u0259 vacib olan yer\u0259 investisiya qoyan \u015firk\u0259tl\u0259r pilot layih\u0259l\u0259ri performans art\u0131m\u0131na \u00e7evirirl\u0259r.<\/span>\u00a0<\/span><\/p>\n

Texnologiya art\u0131q m\u0259hdudla\u015fd\u0131r\u0131c\u0131 deyil. Haz\u0131rl\u0131q m\u0259hdudla\u015fd\u0131r\u0131c\u0131d\u0131r. V\u0259 t\u0259cr\u00fcb\u0259 il\u0259 real r\u0259qab\u0259t \u00fcst\u00fcnl\u00fcy\u00fc aras\u0131ndak\u0131 u\u00e7urumu a\u015fma\u011fa q\u0259rarl\u0131 olan istehsal\u00e7\u0131lar \u00fc\u00e7\u00fcn m\u00f6vcud v\u0259ziyy\u0259tl\u0259rinin d\u0259rind\u0259n ba\u015fa d\u00fc\u015f\u00fclm\u0259si \u0259sas ba\u015flan\u011f\u0131c n\u00f6qt\u0259sidir.<\/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\/az\/wp-json\/wp\/v2\/posts\/44631","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/incit.org\/az\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/incit.org\/az\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/incit.org\/az\/wp-json\/wp\/v2\/users\/18"}],"replies":[{"embeddable":true,"href":"https:\/\/incit.org\/az\/wp-json\/wp\/v2\/comments?post=44631"}],"version-history":[{"count":1,"href":"https:\/\/incit.org\/az\/wp-json\/wp\/v2\/posts\/44631\/revisions"}],"predecessor-version":[{"id":44634,"href":"https:\/\/incit.org\/az\/wp-json\/wp\/v2\/posts\/44631\/revisions\/44634"}],"wp:attachment":[{"href":"https:\/\/incit.org\/az\/wp-json\/wp\/v2\/media?parent=44631"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/incit.org\/az\/wp-json\/wp\/v2\/categories?post=44631"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/incit.org\/az\/wp-json\/wp\/v2\/tags?post=44631"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}