{"id":35631,"date":"2025-04-14T09:30:15","date_gmt":"2025-04-14T01:30:15","guid":{"rendered":"https:\/\/incit.org\/?p=35631"},"modified":"2025-04-21T14:25:49","modified_gmt":"2025-04-21T06:25:49","slug":"data-driven-or-data-delayed-how-manufacturers-can-leverage-advanced-analytics-to-unlock-data-driven-insights","status":"publish","type":"post","link":"https:\/\/incit.org\/az\/thought-leadership\/data-driven-or-data-delayed-how-manufacturers-can-leverage-advanced-analytics-to-unlock-data-driven-insights\/","title":{"rendered":"M\u0259lumata \u0259saslanan v\u0259 ya m\u0259lumat gecikdirici? \u0130stehsal\u00e7\u0131lar dataya \u0259saslanan anlay\u0131\u015flar\u0131 a\u00e7maq \u00fc\u00e7\u00fcn qabaqc\u0131l analitikadan nec\u0259 istifad\u0259 ed\u0259 bil\u0259rl\u0259r"},"content":{"rendered":"

Bu, h\u0259ddind\u0259n art\u0131q m\u0259lumat y\u00fckl\u00fc bir d\u00fcnyad\u0131r v\u0259 istehsal\u00e7\u0131lar onu idar\u0259 etm\u0259k \u00fc\u00e7\u00fcn \u0259ll\u0259rind\u0259n g\u0259l\u0259ni edirl\u0259r. Bununla bel\u0259, Forrester ara\u015fd\u0131rmas\u0131na g\u00f6r\u0259, istehsal\u00e7\u0131lar\u0131n heyr\u0259tamiz 98 faizi m\u0259lumatlar\u0131ndan istifad\u0259 etm\u0259kd\u0259 \u00e7\u0259tinlik \u00e7\u0259kir. Bu t\u0259cr\u00fcb\u0259niz \u00fc\u00e7\u00fcn do\u011fru oldu\u011funa g\u00f6r\u0259 ba\u015f\u0131n\u0131z\u0131 t\u0259rp\u0259tmisiniz? Siz t\u0259k deyilsiniz \u2013 liderl\u0259rin idar\u0259 etm\u0259li oldu\u011fu m\u0259lumatlar\u0131n miqdar\u0131 h\u0259y\u0259can verici s\u00fcr\u0259tl\u0259 art\u0131r t\u0259xmin\u0259n 50 faizi sor\u011fuda i\u015ftirak edib<\/a> onlar\u0131n m\u0259lumatlar\u0131n\u0131n iki d\u0259f\u0259 artd\u0131\u011f\u0131n\u0131 v\u0259 n\u00f6vb\u0259ti be\u015f ild\u0259, 2030-cu il\u0259 q\u0259d\u0259r bunun \u00fc\u00e7 d\u0259f\u0259 artaca\u011f\u0131n\u0131 g\u00f6zl\u0259yirl\u0259r. Lakin problem t\u0259kc\u0259 m\u0259lumatlar\u0131n \u00e7oxlu\u011fu deyil, effektiv analitikan\u0131n olmamas\u0131d\u0131r.<\/p>\n

\u0130stehsalda m\u0259lumat sad\u0259c\u0259 resurs deyil, o, misli g\u00f6r\u00fcnm\u0259mi\u015f m\u0259hsuldarl\u0131q v\u0259 g\u0259lirliliyi a\u00e7maq \u00fc\u00e7\u00fcn katalizatordur. McKinsey and Co. sektorda analitikan\u0131n d\u0259yi\u015fdirici g\u00fcc\u00fcn\u00fc t\u0259sdiq edir. \u018fvv\u0259ll\u0259r istehsal\u00e7\u0131lar \u0130T imkanlar\u0131nda gerid\u0259 qalm\u0131\u015fd\u0131lar, lakin inki\u015faf ed\u0259n analitikadan istifad\u0259 onlara m\u0259lumatlar\u0131n\u0131 xammal\u0131n t\u0259dar\u00fck\u00fcnd\u0259n haz\u0131r m\u0259hsullar\u0131n\u0131n sat\u0131\u015f\u0131na q\u0259d\u0259r prosesl\u0259ri t\u0259kmill\u0259\u015fdirm\u0259k kimi i\u015f\u0259 salma\u011fa imkan verir.<\/p>\n

Qabaqc\u0131l analitika h\u0259m d\u0259 istehsal\u00e7\u0131lara gizli darbo\u011fazlar v\u0259 ya g\u0259lirsiz istehsal x\u0259tti kimi \u0259vv\u0259ll\u0259r gizl\u0259dilmi\u015f probleml\u0259ri h\u0259ll etm\u0259y\u0259 k\u00f6m\u0259k edir, lakin eyni zamanda, analitika istehsal liderl\u0259rin\u0259 faktlara \u0259saslanan q\u0259rarlar q\u0259bul etm\u0259k v\u0259 transformasiyaya t\u0259kan verm\u0259k \u00fc\u00e7\u00fcn real vaxt rejimind\u0259 m\u0259lumatlardan istifad\u0259 etm\u0259y\u0259 imkan verir.<\/p>\n

Subpar analitika istehsal \u0259m\u0259liyyatlar\u0131na mane olur, z\u0259if q\u0259rarlar\u0131n q\u0259bul edilm\u0259sin\u0259 s\u0259b\u0259b olur v\u0259 kritik m\u0259lumat probleml\u0259rini h\u0259ll ed\u0259 bilm\u0259y\u0259r\u0259k innovasiyalar\u0131 bo\u011fur. Deloitte ara\u015fd\u0131rmas\u0131 dem\u0259k olar ki, vur\u011fulay\u0131r \u0130stehsal\u00e7\u0131lar\u0131n 70 faizi<\/a> m\u0259lumatlar\u0131n keyfiyy\u0259ti, kontekstualla\u015fd\u0131rma v\u0259 t\u0259sdiql\u0259m\u0259 kimi probleml\u0259ri AI-nin t\u0259tbiqin\u0259 \u0259sas mane\u0259l\u0259r kimi m\u00fc\u0259yy\u0259nl\u0259\u015fdirin, lakin bu mane\u0259l\u0259ri aradan qald\u0131rmaq \u00fc\u00e7\u00fcn g\u00fccl\u00fc analitika vacibdir.<\/p>\n

Bu g\u00fcn\u00fcn \u0259sas istehsal analitika probleml\u0259rini ba\u015fa d\u00fc\u015fm\u0259k<\/h2>\n

\u0130stehsal s\u0259nayesind\u0259 bu q\u0259d\u0259r d\u0259yi\u015fiklik sonuncu d\u0259f\u0259 20-ci \u0259srin ortalar\u0131nda istehsalda v\u0259 b\u00fct\u00f6vl\u00fckd\u0259 s\u0259nayed\u0259 t\u0259sirli \u015f\u0259kild\u0259 inqilab ed\u0259n avtomatla\u015fd\u0131rman\u0131n t\u0259tbiqi oldu. Bu g\u00fcn analitika ba\u015fqa bir inqilab\u0131n \u00f6n\u00fcnd\u0259 dayan\u0131r, b\u00f6y\u00fck m\u0259lumatlar\u0131 h\u0259r\u0259k\u0259t\u0259 ke\u00e7\u0259 bil\u0259n anlay\u0131\u015flara \u00e7evirm\u0259k g\u00fcc\u00fcn\u0259 sahibdir, istehsal sektorunu zirz\u0259mid\u0259n yuxar\u0131ya \u00e7evirir. T\u0259\u0259ss\u00fcf ki, istehsalda m\u0259lumatlar\u0131n h\u0259cmi s\u00fcni intellekt t\u0259r\u0259find\u0259n s\u00fcr\u0259tl\u0259ndiril\u0259n s\u00fcr\u0259tl\u0259 geni\u015fl\u0259nir v\u0259 bu, onsuz da \u0259h\u0259miyy\u0259tli bir problemi daha da g\u00fccl\u0259ndirir - \u00e7ox m\u0259lumat, kifay\u0259t q\u0259d\u0259r vaxt v\u0259 ya b\u0259z\u0259n onu t\u0259hlil etm\u0259k \u00fc\u00e7\u00fcn nou-hau.<\/p>\n

\u0130stehsalat R\u0259hb\u0259rliyi \u015euras\u0131n\u0131n hesabat\u0131 g\u00f6st\u0259rir ki, istehsal\u00e7\u0131lar\u0131n dem\u0259k olar ki, d\u00f6rdd\u0259 \u00fc\u00e7\u00fc h\u0259l\u0259 d\u0259 m\u0259lumatlar\u0131 \u0259l il\u0259 daxil etm\u0259k \u00fc\u00e7\u00fcn elektron c\u0259dv\u0259ll\u0259rd\u0259n (!!!) as\u0131l\u0131d\u0131r, dig\u0259r 68 faizi is\u0259 m\u0259lumatlar\u0131 t\u0259hlil etm\u0259k \u00fc\u00e7\u00fcn h\u0259l\u0259 d\u0259 onlardan istifad\u0259 edir. Ba\u015flamaq \u00fc\u00e7\u00fcn m\u0259lumatlar\u0131n etibarl\u0131 olub-olmamas\u0131 problemi d\u0259 var. \u00c7oxlar\u0131 \u00fc\u00e7\u00fcn cavab \u201cxeyr\u201ddir, istehsal\u00e7\u0131lar\u0131n yaln\u0131z 25% \u00f6z m\u0259lumatlar\u0131na y\u00fcks\u0259k etibar edir. Bundan \u0259lav\u0259, dig\u0259r m\u0259lumat probleml\u0259rin\u0259 m\u00fcxt\u0259lif sisteml\u0259r \u00fczr\u0259 m\u0259lumatlar\u0131n yerl\u0259\u015fdirilm\u0259si (53%), m\u0259lumatlara daxil olmaqda \u00e7\u0259tinlik (28%) v\u0259 m\u0259lumatlar\u0131 effektiv t\u0259hlil etm\u0259k bacar\u0131qlar\u0131n\u0131n olmamas\u0131 (28%) daxildir.<\/p>\n

Bu probleml\u0259r aradan qalxm\u0131r v\u0259 istehsal\u00e7\u0131lar\u0131n qabaqc\u0131l analitikaya olan kritik ehtiyac\u0131n\u0131 vur\u011fulay\u0131r. G\u00fccl\u00fc analitik al\u0259tl\u0259r he\u00e7 bir c\u0259dv\u0259lin v\u0259 ya insanlar\u0131n uy\u011fun g\u0259l\u0259 bilm\u0259y\u0259c\u0259yi s\u00fcr\u0259tl\u0259 i\u015fl\u0259y\u0259 bil\u0259r, istehsal\u00e7\u0131lara m\u0259lumat inteqrasiyas\u0131n\u0131 asanla\u015fd\u0131rmaq v\u0259 m\u0259lumatlar\u0131n keyfiyy\u0259tini t\u0259min etm\u0259k imkan\u0131 verir. Forbes bildirir ki, m\u0259lumat istehsal\u0131n g\u0259l\u0259c\u0259yinin \u0259sas\u0131 olmal\u0131d\u0131r. M\u00fcr\u0259kk\u0259b analitika il\u0259 birl\u0259\u015fdirilmi\u015f d\u00fczg\u00fcn m\u0259lumatlar istehsal\u00e7\u0131lara v\u0259 m\u00fcxt\u0259lif maraql\u0131 t\u0259r\u0259fl\u0259r\u0259 daha \u00e7ox m\u0259lumatl\u0131 q\u0259rarlar q\u0259bul etm\u0259y\u0259 imkan verir, onlar\u0131n biznesinin yaln\u0131z g\u0259l\u0259c\u0259k s\u00fcbutu olmas\u0131n\u0131 t\u0259min etmir, h\u0259m d\u0259 imkanlar\u0131 \u0259l\u0259 ke\u00e7irir v\u0259 z\u0259if t\u0259r\u0259fl\u0259ri minimuma endirir.<\/p>\n

Niy\u0259 analitikaya \u0259saslanan strategiyalar u\u011furun a\u00e7ar\u0131d\u0131r \u2013 \u0259sas 5 \u0259sas \u015feyiniz<\/h2>\n

Qabaqc\u0131l analitika h\u0259m \u00e7\u0259tinlikl\u0259r, h\u0259m d\u0259 imkanlar t\u0259qdim ed\u0259 bil\u0259r, lakin liderl\u0259r \u0259m\u0259liyyatlar\u0131n \u0259vv\u0259ll\u0259r a\u011flas\u0131\u011fmaz olan m\u00fch\u00fcm sah\u0259l\u0259rind\u0259 \u0259sl transformasiyan\u0131 u\u011furla a\u00e7d\u0131qda faydalar \u0259h\u0259miyy\u0259tli d\u0259r\u0259c\u0259d\u0259 art\u0131r. Buraya keyfiyy\u0259tin art\u0131r\u0131lmas\u0131, performans\u0131n v\u0259 m\u0259hsuldarl\u0131\u011f\u0131n yax\u015f\u0131la\u015fd\u0131r\u0131lmas\u0131, x\u0259rcl\u0259rin azald\u0131lmas\u0131 v\u0259 t\u0259chizat z\u0259ncirl\u0259rinin optimalla\u015fd\u0131r\u0131lmas\u0131 daxildir. R\u0259hb\u0259rl\u0259rin m\u0259lumat probleml\u0259rini h\u0259ll etm\u0259k \u00fc\u00e7\u00fcn bu strategiyalardan nec\u0259 istifad\u0259 ed\u0259 bil\u0259c\u0259yi a\u015fa\u011f\u0131da verilmi\u015fdir:<\/p>\n

1. C\u0259dv\u0259ll\u0259rd\u0259n imtina edin v\u0259 vahid, analitikaya \u0259saslanan yana\u015fma t\u0259tbiq edin:<\/h3>\n

K\u00f6hn\u0259lmi\u015f c\u0259dv\u0259ll\u0259r m\u00fcasir istehsal\u0131n t\u0259l\u0259bl\u0259rin\u0259 cavab ver\u0259 bilm\u0259z. M\u0259lumatlara vahid yana\u015fma m\u00f6vcud olduqda analitika inki\u015faf edir. Gartner hesab edir ki, istehsal\u00e7\u0131lar "strukturla\u015fd\u0131r\u0131lm\u0131\u015f v\u0259 strukturla\u015fd\u0131r\u0131lmam\u0131\u015f m\u0259lumatlar\u0131 inki\u015faf etdirm\u0259k, t\u0259kmill\u0259\u015fdirm\u0259k, yenil\u0259m\u0259k v\u0259 t\u0259klif etm\u0259k \u00fc\u00e7\u00fcn t\u0259\u015fkil edilmi\u015f \u00e7\u0259r\u00e7iv\u0259 v\u0259 proses\u0259" malik olmal\u0131d\u0131rlar, lakin biz h\u0259r bir strategiyan\u0131n vahid oldu\u011funu iddia ed\u0259r\u0259k, onu bir add\u0131m ir\u0259lil\u0259yirik. Qabaqc\u0131l analitika ham\u0131s\u0131n\u0131n t\u0259k bir h\u0259qiq\u0259t m\u0259nb\u0259yind\u0259n i\u015fl\u0259m\u0259sini, siloslar\u0131n par\u00e7alanmas\u0131n\u0131 v\u0259 b\u00fct\u00fcn \u0259m\u0259liyyatlar\u0131n t\u0259kmill\u0259\u015fdirilm\u0259sini t\u0259min edir.<\/p>\n

2. K\u00f6hn\u0259lmi\u015f prosesl\u0259rd\u0259n istifad\u0259 etm\u0259yi dayand\u0131r\u0131n v\u0259 qabaqc\u0131l analitikaya v\u0259 AI-y\u0259 investisiya qoyun:<\/h3>\n

Deloitte deyir ki, s\u00fcni intellekt\u0259 m\u0259nims\u0259nilm\u0259si \u00fc\u00e7\u00fcn ilkin \u015f\u0259rt keyfiyy\u0259tli m\u0259lumat \u0259ld\u0259 etm\u0259kdir v\u0259 respondentl\u0259rin d\u00f6rdd\u0259 \u00fc\u00e7\u00fc \u00f6z generativ s\u00fcni intellekt strategiyas\u0131n\u0131 d\u0259st\u0259kl\u0259m\u0259k \u00fc\u00e7\u00fcn veril\u0259nl\u0259rin h\u0259yat d\u00f6vr\u00fcn\u00fcn idar\u0259 edilm\u0259sin\u0259 investisiyalar\u0131 art\u0131rmaq \u00fc\u00e7\u00fcn d\u0259yi\u015fiklik etdikl\u0259rini deyir. Analitik platformalar h\u0259m\u00e7inin \u0259sasd\u0131r, \u00e7\u00fcnki onlardan n\u00fcmun\u0259l\u0259ri \u00fcz\u0259 \u00e7\u0131xarmaq, prosesl\u0259ri optimalla\u015fd\u0131rmaq v\u0259 g\u0259l\u0259c\u0259k probleml\u0259ri t\u0259xmin etm\u0259k \u00fc\u00e7\u00fcn m\u0259lumat \u0259sas\u0131nda q\u0259rar q\u0259bul etm\u0259y\u0259 imkan ver\u0259n proqnozla\u015fd\u0131r\u0131c\u0131 v\u0259 g\u00f6st\u0259ri\u015fli analitikadan istifad\u0259 etm\u0259k olar.<\/p>\n

3. Veril\u0259nl\u0259r\u0259 inams\u0131zl\u0131\u011f\u0131 aradan qald\u0131r\u0131n, m\u0259lumatlar\u0131n keyfiyy\u0259tini v\u0259 idar\u0259etm\u0259ni t\u0259min etm\u0259k \u00fc\u00e7\u00fcn analitikadan istifad\u0259 edin:<\/h3>\n

Gartner ara\u015fd\u0131rmas\u0131 g\u00f6st\u0259rir ki, istehsal\u00e7\u0131lar miqyaslana bil\u0259n, d\u0259y\u0259r\u0259 \u0259saslanan m\u0259lumat m\u00fcbadil\u0259si prosesi<\/a> biznes q\u0259rarlar\u0131n\u0131 idar\u0259 etm\u0259k \u00fc\u00e7\u00fcn m\u00fcxt\u0259lif \u0130T v\u0259 biznes m\u0259lumatlar\u0131ndan istifad\u0259ni a\u00e7maq. "M\u0259lumat v\u0259 analitik idar\u0259etm\u0259 prinsipl\u0259rini t\u0259tbiq etm\u0259kl\u0259, CIO-lar m\u00fcr\u0259kk\u0259b ekosisteml\u0259r aras\u0131nda m\u0259lumat m\u00fcbadil\u0259sini t\u0259min etm\u0259k \u00fc\u00e7\u00fcn laz\u0131m olan m\u0259lumat keyfiyy\u0259tini t\u0259min ed\u0259 bil\u0259rl\u0259r."<\/p>\n

4. Analitikaya \u0259saslanan g\u00f6r\u00fcnm\u0259 il\u0259 silk\u0259l\u0259nmi\u015f xaosa son verin:<\/h3>\n

M\u0259lumatlar siloslar aras\u0131nda par\u00e7aland\u0131qda, m\u0259s\u0259l\u0259n, keyfiyy\u0259t\u0259 n\u0259zar\u0259t t\u0259sir\u0259 m\u0259ruz qala bil\u0259r, bu da h\u0259rt\u0259r\u0259fli t\u0259hlill\u0259rin apar\u0131lmas\u0131n\u0131 \u00e7\u0259tinl\u0259\u015fdirir v\u0259 q\u00fcsurlar\u0131n v\u0259 s\u0259m\u0259r\u0259sizliyin \u0259sas s\u0259b\u0259bl\u0259rini tapma\u011f\u0131 \u00e7\u0259tinl\u0259\u015fdirir. Gecikmi\u015f q\u0259rar q\u0259bulu da arzuolunmaz bir \u0259lav\u0259 m\u0259hsul ola bil\u0259r. Qabaqc\u0131l analitika daha keyfiyy\u0259tli m\u0259hsullar, rasional prosesl\u0259r v\u0259 daha s\u00fcr\u0259tli, daha a\u011f\u0131ll\u0131 q\u0259rarlar\u0131n q\u0259bul edilm\u0259sini t\u0259min etm\u0259k \u00fc\u00e7\u00fcn ayr\u0131-ayr\u0131 m\u0259lumatlar alaraq onlar\u0131 birl\u0259\u015fdirici fikirl\u0259r\u0259 \u00e7evir\u0259r\u0259k, m\u0259lumat silolar\u0131n\u0131n art\u0131q \u0259m\u0259liyyat s\u0259m\u0259r\u0259liliyin\u0259 t\u0259sir etm\u0259m\u0259sini t\u0259min ed\u0259 bil\u0259r.<\/p>\n

5. Daha az d\u00fc\u015f\u00fcnm\u0259, daha avtomatla\u015fd\u0131rma v\u0259 real vaxt rejimind\u0259 monitorinq:<\/h3>\n

Qabaqc\u0131l sensorlar, ma\u015f\u0131n monitorinq al\u0259tl\u0259ri v\u0259 avtomatla\u015fd\u0131r\u0131lm\u0131\u015f hesabat sisteml\u0259ri istehsal\u00e7\u0131lara m\u0259lumatlar\u0131 real vaxt rejimind\u0259 tutma\u011fa v\u0259 t\u0259hlil etm\u0259y\u0259 imkan verir, lakin analitika bu m\u0259lumatlar\u0131 prosesl\u0259ri optimalla\u015fd\u0131ran v\u0259 probleml\u0259ri onlar yaranmazdan \u0259vv\u0259l proqnozla\u015fd\u0131ran h\u0259r\u0259k\u0259t\u0259 ke\u00e7\u0259 bil\u0259n anlay\u0131\u015flara \u00e7evirir. Real vaxt m\u0259lumat\u0131 v\u0259 analitikan\u0131n bu kombinasiyas\u0131 istehsal\u00e7\u0131lara s\u0259m\u0259r\u0259liliyi art\u0131rma\u011fa, dayanma m\u00fcdd\u0259tini azaltma\u011fa v\u0259 probleml\u0259ri tez h\u0259ll etm\u0259y\u0259 imkan verir.<\/p>\n

Strategiyadan reall\u0131\u011fa: bir m\u00fc\u015ft\u0259ri t\u0259kmil analitika il\u0259 milyonlar\u0131 nec\u0259 a\u00e7d\u0131<\/h2>\n

Bu veril\u0259nl\u0259r\u0259 \u0259saslanan d\u00fcnyada analitika m\u0259lumat strategiyalar\u0131n\u0131 i\u015fl\u0259k n\u0259tic\u0259l\u0259r\u0259 \u00e7evir\u0259r\u0259k transformativ t\u0259sirl\u0259r\u0259 malik ola bil\u0259r. Deloitte-\u0259 g\u00f6r\u0259, Daimler Trucks Asia 13 ay \u0259vv\u0259l keyfiyy\u0259t m\u0259s\u0259l\u0259l\u0259rinin proqnozla\u015fd\u0131r\u0131lmas\u0131na v\u0259 prioritetl\u0259\u015fdirilm\u0259sin\u0259 imkan ver\u0259n strukturla\u015fd\u0131r\u0131lm\u0131\u015f v\u0259 strukturla\u015fd\u0131r\u0131lmam\u0131\u015f m\u0259lumatlar\u0131 t\u0259hlil ed\u0259n proaktiv zondlama platformas\u0131n\u0131 t\u0259tbiq etm\u0259k \u00fc\u00e7\u00fcn firma il\u0259 \u0259m\u0259kda\u015fl\u0131q etdi. \u0130ki il \u0259rzind\u0259 analitikaya \u0259saslanan bu yana\u015fma m\u00fc\u015ft\u0259rini xilas etdi $8 milyon<\/a> z\u0259man\u0259t x\u0259rcl\u0259ri, analitikan\u0131n n\u0259 q\u0259d\u0259r g\u00fccl\u00fc ola bil\u0259c\u0259yini vur\u011fulamaq, istehsal liderl\u0259rinin \u0259vv\u0259ll\u0259r gizl\u0259dilmi\u015f fikirl\u0259ri \u00fcz\u0259 \u00e7\u0131xarmas\u0131n\u0131, probleml\u0259ri proaktiv \u015f\u0259kild\u0259 h\u0259ll etm\u0259sini v\u0259 \u00f6l\u00e7\u00fcl\u0259 bil\u0259n biznes d\u0259y\u0259rini a\u00e7mas\u0131n\u0131 t\u0259min edir.<\/p>\n

\u0130ndi h\u0259r\u0259k\u0259t edin v\u0259 ya gerid\u0259 qal\u0131n - niy\u0259 analitikaya \u0259saslanan zehniyy\u0259ti m\u0259nims\u0259m\u0259k vacibdir<\/h2>\n

M\u0259lumatlar\u0131n h\u0259y\u0259can verici s\u00fcr\u0259tl\u0259 daxil olmas\u0131 il\u0259 istehsal liderl\u0259ri kritik yol ayr\u0131c\u0131ndad\u0131r v\u0259 onlardan n\u0259inki probleml\u0259rl\u0259 \u00fcz-\u00fcz\u0259 durma\u011f\u0131, h\u0259m d\u0259 analitikan\u0131n g\u00fcc\u00fc il\u0259 bu f\u00fcrs\u0259td\u0259n istifad\u0259 etm\u0259yi t\u0259l\u0259b edir. F\u0259aliyy\u0259t p\u0259nc\u0259r\u0259si daral\u0131r, o dem\u0259kdir ki, r\u0259hb\u0259rl\u0259r r\u0259qab\u0259td\u0259 qalmaq \u00fc\u00e7\u00fcn qabaqc\u0131l analitika vasit\u0259sil\u0259 m\u0259lumatlar\u0131n\u0131n potensial\u0131n\u0131 \u0259l\u0259 ke\u00e7irm\u0259k \u00fc\u00e7\u00fcn indi h\u0259r\u0259k\u0259t\u0259 ke\u00e7m\u0259lidirl\u0259r. Qabaqc\u0131l analitikan\u0131n t\u0259tbiqi il\u0259 biznes liderl\u0259ri strateji s\u0259rmay\u0259l\u0259ri h\u0259r\u0259k\u0259t\u0259 g\u0259tir\u0259n, siyas\u0259tl\u0259ri formala\u015fd\u0131ran v\u0259 innovativ texnologiyalar\u0131n t\u0259tbiqini optimalla\u015fd\u0131ran daha s\u00fcr\u0259tli q\u0259rarlar\u0131n q\u0259bul edilm\u0259sin\u0259 imkan verm\u0259k \u00fc\u00e7\u00fcn anlay\u0131\u015flar\u0131 a\u00e7a bil\u0259r.<\/p>\n

INCIT kimi a\u011f\u0131ll\u0131 istehsal m\u00fct\u0259x\u0259ssisi il\u0259 \u0259m\u0259kda\u015fl\u0131q etdikd\u0259n sonra, istehsal liderl\u0259ri r\u0259q\u0259msal yetkinlik v\u0259 ya Smart S\u0259naye Haz\u0131rl\u0131q \u0130ndeksi (SIRI) v\u0259 ya \u0130stehlak\u00e7\u0131 Davaml\u0131l\u0131q S\u0259nayesi Haz\u0131rl\u0131q \u0130ndeksi (COSIRI) t\u0259r\u0259find\u0259n ESG qiym\u0259tl\u0259ndirm\u0259sind\u0259n sonra XIRI-Analytics kimi analitik h\u0259ll\u0259rd\u0259n istifad\u0259 ed\u0259 bil\u0259rl\u0259r. davaml\u0131 t\u0259kmill\u0259\u015fdirm\u0259 yollar\u0131n\u0131 a\u00e7maq. XIRI-Analytics s\u0259m\u0259r\u0259liliyi, r\u0259qab\u0259t qabiliyy\u0259tini v\u0259 davaml\u0131l\u0131\u011f\u0131 art\u0131rmaq \u00fc\u00e7\u00fcn istehsal\u00e7\u0131lara m\u0259lumat \u0259sas\u0131nda q\u0259rar q\u0259bul etm\u0259, qlobal m\u00fcqayis\u0259, x\u0259rc profili v\u0259 \u0130XQ profilinin yarad\u0131lmas\u0131 il\u0259 imkan verir.<\/p>\n

Platforma m\u00fc\u0259ssis\u0259l\u0259r v\u0259 m\u00fcxt\u0259lif maraql\u0131 t\u0259r\u0259fl\u0259r, o c\u00fcml\u0259d\u0259n h\u00f6kum\u0259tl\u0259r, siyas\u0259t\u00e7il\u0259r, \u00f6z\u0259l firmalar, maliyy\u0259 institutlar\u0131 v\u0259 s\u0259hm \u015firk\u0259tl\u0259ri \u00fc\u00e7\u00fcn geni\u015f faydalar\u0131 olan transformasiya al\u0259ti kimi ortaya \u00e7\u0131xan, d\u0259rin t\u0259hlil \u00fc\u00e7\u00fcn m\u00fcvafiq m\u0259lumatlar\u0131 yaradacaq v\u0259 birl\u0259\u015fdir\u0259c\u0259k. \u018ftrafl\u0131 m\u0259lumat \u00fc\u00e7\u00fcn ziyar\u0259t edin INCIT sayt\u0131<\/a>.<\/p>","protected":false},"excerpt":{"rendered":"

It\u2019s a data-overloaded world and manufacturers are doing their best to navigate it. However, according to Forrester research, a staggering 98 per cent of manufacturers are struggling to make use of their data. Are you nodding your head because this rings true for your experience? You\u2019re not alone\u2013 the amount of data leaders must manage […]<\/p>\n","protected":false},"author":3,"featured_media":35632,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[17],"tags":[],"class_list":["post-35631","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-thought-leadership"],"acf":{"topic":"data analytics"},"_links":{"self":[{"href":"https:\/\/incit.org\/az\/wp-json\/wp\/v2\/posts\/35631","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\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/incit.org\/az\/wp-json\/wp\/v2\/comments?post=35631"}],"version-history":[{"count":2,"href":"https:\/\/incit.org\/az\/wp-json\/wp\/v2\/posts\/35631\/revisions"}],"predecessor-version":[{"id":35634,"href":"https:\/\/incit.org\/az\/wp-json\/wp\/v2\/posts\/35631\/revisions\/35634"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/incit.org\/az\/wp-json\/wp\/v2\/media\/35632"}],"wp:attachment":[{"href":"https:\/\/incit.org\/az\/wp-json\/wp\/v2\/media?parent=35631"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/incit.org\/az\/wp-json\/wp\/v2\/categories?post=35631"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/incit.org\/az\/wp-json\/wp\/v2\/tags?post=35631"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}