{"id":16963,"date":"2023-11-20T11:51:55","date_gmt":"2023-11-20T03:51:55","guid":{"rendered":"https:\/\/incit.org\/?p=16963"},"modified":"2025-04-15T01:26:17","modified_gmt":"2025-04-14T17:26:17","slug":"how-ai-driven-hyper-personalisation-is-changing-the-manufacturing-supply-chain","status":"publish","type":"post","link":"https:\/\/incit.org\/az\/thought-leadership\/how-ai-driven-hyper-personalisation-is-changing-the-manufacturing-supply-chain\/","title":{"rendered":"S\u00fcni intellekt\u0259 \u0259saslanan hiper-f\u0259rdil\u0259\u015fdirm\u0259 istehsal t\u0259dar\u00fck z\u0259ncirini nec\u0259 d\u0259yi\u015fir"},"content":{"rendered":"<p>S\u00fcni intellekt (AI) son ill\u0259rd\u0259 istehsal sektorunun s\u00fcr\u0259tli r\u0259q\u0259msal transformasiyas\u0131na r\u0259hb\u0259rlik edir. S\u0259naye 4.0 v\u0259 a\u011f\u0131ll\u0131 istehsal texnologiyalar\u0131n\u0131n yay\u0131lmas\u0131ndan b\u0259ri s\u00fcni intellekt t\u0259chizat z\u0259ncirinin idar\u0259 edilm\u0259si v\u0259 istehsal\u0131n optimalla\u015fd\u0131r\u0131lmas\u0131 kimi istehsal funksiyalar\u0131n\u0131n t\u0259kmill\u0259\u015fdirilm\u0259sind\u0259 getdikc\u0259 daha m\u00fch\u00fcm rol oynay\u0131r.<\/p>\n<p>Bulud \u0259sasl\u0131 t\u0259chizat z\u0259ncirinin idar\u0259 edilm\u0259si al\u0259tl\u0259ri v\u0259 a\u011f\u0131ll\u0131 h\u0259ll\u0259r il\u0259 birlikd\u0259 AI istehsal\u00e7\u0131lara mallar\u0131n fiziki ax\u0131n\u0131 izl\u0259m\u0259k v\u0259 idar\u0259 etm\u0259k, <a href=\"https:\/\/www.datadynamicsinc.com\/quick-bytes-from-factory-floors-to-cloud-soars-how-cloud-based-supply-chain-management-is-revolutionizing-manufacturing\/\" target=\"_blank\" rel=\"noopener\">\u0259m\u0259liyyat performans\u0131, davaml\u0131l\u0131q g\u00f6st\u0259ricil\u0259ri v\u0259 s<\/a>. S\u00fcni intellekt h\u0259m\u00e7inin d\u0259yi\u015f\u0259n m\u00fc\u015ft\u0259ri ehtiyaclar\u0131n\u0131 qar\u015f\u0131lamaq \u00fc\u00e7\u00fcn t\u0259chizat z\u0259ncirind\u0259 hiper-f\u0259rdil\u0259\u015fdirm\u0259y\u0259 imkan yarad\u0131b.<\/p>\n<p>F\u0259rdil\u0259\u015fdirm\u0259 v\u0259 f\u0259rdil\u0259\u015fdirm\u0259 t\u0259l\u0259binin artmas\u0131 il\u0259 s\u00fcni intellekt\u0259 \u0259saslanan hiper-f\u0259rdil\u0259\u015fdirm\u0259 istehsal t\u0259chizat z\u0259ncirini nec\u0259 inki\u015faf etdirir?<\/p>\n<h2>S\u00fcni intellekt\u0259 \u0259saslanan hiper-f\u0259rdil\u0259\u015fdirm\u0259nin istehsal t\u0259chizat z\u0259ncirin\u0259 t\u0259siri<\/h2>\n<h3>T\u0259chizat z\u0259ncirind\u0259 azald\u0131lm\u0131\u015f x\u0259rcl\u0259r v\u0259 tullant\u0131lar<\/h3>\n<p>S\u00fcni intellekt\u0259 \u0259saslanan hiper-f\u0259rdil\u0259\u015fdirm\u0259, istehsal prosesind\u0259n \u0259vv\u0259l t\u0259l\u0259b olunan v\u0259 istifad\u0259 olunan xammal\u0131 a\u011f\u0131ll\u0131 \u015f\u0259kild\u0259 proqnozla\u015fd\u0131rmaqla istehsal\u00e7\u0131lara t\u0259dar\u00fck z\u0259ncirind\u0259 x\u0259rcl\u0259ri v\u0259 tullant\u0131lar\u0131 azaltma\u011fa k\u00f6m\u0259k ed\u0259 bil\u0259r. Bu yolla, sat\u0131lmayan m\u0259hsullar yaratmaqdansa, m\u00fc\u015ft\u0259ril\u0259rin n\u0259y\u0259 ehtiyac\u0131 oldu\u011funu m\u00fc\u0259yy\u0259n ed\u0259n proqnozla\u015fd\u0131r\u0131c\u0131 analitika say\u0259sind\u0259 daha az tullant\u0131 olur. Bu, h\u0259m d\u0259 artan g\u0259lirliliy\u0259 v\u0259 davaml\u0131l\u0131\u011fa s\u0259b\u0259b ola bil\u0259r. Bundan \u0259lav\u0259, hiper-f\u0259rdil\u0259\u015fdirilmi\u015f t\u0259chizat z\u0259ncirl\u0259ri AI t\u0259r\u0259find\u0259n t\u0259min edil\u0259n real vaxt m\u0259lumatlar\u0131 say\u0259sind\u0259 \u00e7atd\u0131r\u0131lma, logistika v\u0259 \u0259m\u0259k x\u0259rcl\u0259rini optimalla\u015fd\u0131ra bil\u0259r.<\/p>\n<h3>Artan t\u0259chizat z\u0259ncirinin \u00e7evikliyi v\u0259 dayan\u0131ql\u0131\u011f\u0131<\/h3>\n<p>Hiper-f\u0259rdil\u0259\u015fdirilmi\u015f t\u0259chizat z\u0259ncirl\u0259ri d\u0259yi\u015f\u0259n m\u00fc\u015ft\u0259ri t\u0259l\u0259bl\u0259rini daha s\u0259m\u0259r\u0259li \u015f\u0259kild\u0259 tan\u0131maq \u00fc\u00e7\u00fcn qabaqc\u0131l analitikadan istifad\u0259 ed\u0259 bil\u0259r. Bu, t\u0259dar\u00fck z\u0259ncirinin \u00e7evikliyini art\u0131rma\u011fa imkan verir, daha s\u00fcr\u0259tli d\u00f6n\u00fc\u015fl\u0259r\u0259 v\u0259 t\u0259dar\u00fck z\u0259ncirinin dayan\u0131ql\u0131\u011f\u0131na s\u0259b\u0259b olur, \u00e7\u00fcnki s\u00fcni intellekt \u0259sas\u0131nda t\u0259chizat z\u0259ncirinin proqnozla\u015fd\u0131r\u0131lmas\u0131 <a href=\"https:\/\/www.mckinsey.com\/capabilities\/operations\/our-insights\/ai-driven-operations-forecasting-in-data-light-environments\" target=\"_blank\" rel=\"noopener\">s\u0259hvl\u0259ri azaltmaq<\/a> t\u0259xmin\u0259n 20% il\u0259 50% v\u0259 <a href=\"https:\/\/hbr.org\/2023\/09\/using-technology-to-improve-supply-chain-resilience\" target=\"_blank\" rel=\"noopener\">art\u0131q ehtiyat<\/a> t\u0259xmin\u0259n 50% il\u0259.<\/p>\n<p>Bundan \u0259lav\u0259, AI istehsal\u00e7\u0131lara t\u0259dar\u00fck z\u0259ncirind\u0259ki riskl\u0259ri qiym\u0259tl\u0259ndirm\u0259y\u0259 v\u0259 m\u00fc\u0259yy\u0259n etm\u0259y\u0259 imkan ver\u0259n ba\u015fdan-ba\u015fa g\u00f6r\u00fcnm\u0259 t\u0259min edir. \u015eirk\u0259t r\u0259hb\u0259rl\u0259ri bu m\u0259lumatlardan d\u00fczg\u00fcn q\u0259rarlar q\u0259bul etm\u0259k v\u0259 b\u00fct\u00fcn d\u0259y\u0259r z\u0259ncirind\u0259 dayan\u0131ql\u0131\u011f\u0131 art\u0131rmaq \u00fc\u00e7\u00fcn istifad\u0259 ed\u0259 bil\u0259rl\u0259r.<\/p>\n<h3>T\u0259kmill\u0259\u015fdirilmi\u015f m\u00fc\u015ft\u0259ri m\u0259mnuniyy\u0259ti v\u0259 loyall\u0131q<\/h3>\n<p>\u0130stehsal t\u0259dar\u00fck z\u0259ncirl\u0259rind\u0259 hiper-f\u0259rdil\u0259\u015fdirm\u0259, \u015firk\u0259tl\u0259r\u0259 narahatl\u0131qlar\u0131 v\u0259 ehtiyaclar\u0131 daha d\u0259qiq \u015f\u0259kild\u0259 h\u0259ll etm\u0259y\u0259 k\u00f6m\u0259k ed\u0259n daha d\u0259rin m\u00fc\u015ft\u0259ri fikirl\u0259rini t\u0259min ed\u0259n AI say\u0259sind\u0259 daha \u00e7ox m\u00fc\u015ft\u0259ri m\u0259mnuniyy\u0259tin\u0259 v\u0259 s\u0259daq\u0259tin\u0259 s\u0259b\u0259b olacaqd\u0131r.<\/p>\n<p>\u018fn\u0259n\u0259vi fabrikl\u0259rin adi bir\u00f6l\u00e7\u00fcl\u00fc ham\u0131ya uy\u011fun strategiyalar\u0131 \u0259v\u0259zin\u0259, m\u00fcasir bulud \u0259sasl\u0131 v\u0259 s\u00fcni intellekt\u0259 \u0259saslanan istehsal x\u0259tl\u0259ri v\u0259 t\u0259chizat z\u0259ncirl\u0259ri avtonom istehsalat t\u0259nziml\u0259m\u0259l\u0259rini t\u0259min etm\u0259k \u00fc\u00e7\u00fcn qabaqc\u0131l ma\u015f\u0131n \u00f6yr\u0259nm\u0259 sisteml\u0259rind\u0259n istifad\u0259 ed\u0259 bil\u0259r. Bu istehsal\u00e7\u0131lara k\u00f6m\u0259k edir <a href=\"https:\/\/www.datadynamicsinc.com\/quick-bytes-from-factory-floors-to-cloud-soars-how-cloud-based-supply-chain-management-is-revolutionizing-manufacturing\/\" target=\"_blank\" rel=\"noopener\">hiper-f\u0259rdil\u0259\u015fdirm\u0259 \u0259ld\u0259 edin<\/a> m\u00fc\u015ft\u0259ri t\u0259cr\u00fcb\u0259sini art\u0131racaq.<\/p>\n<h3>\u0130stehsal t\u0259dar\u00fck z\u0259ncirl\u0259rinin g\u0259l\u0259c\u0259yi<\/h3>\n<p>\u0130stehsal t\u0259dar\u00fck z\u0259ncirl\u0259rini t\u0259kmill\u0259\u015fdirm\u0259k \u00fc\u00e7\u00fcn s\u00fcni intellekt\u0259 \u0259saslanan hiper f\u0259rdil\u0259\u015fdirm\u0259nin potensial\u0131n\u0131 qiym\u0259tl\u0259ndirm\u0259k olmaz. Yeni m\u0259lumat anlay\u0131\u015flar\u0131, ma\u015f\u0131n \u00f6yr\u0259nm\u0259si v\u0259 avtonom v\u0259 proqnozla\u015fd\u0131r\u0131c\u0131 h\u0259ll\u0259r istehsal\u00e7\u0131lara f\u0259rdi m\u00fc\u015ft\u0259ril\u0259rin unikal ehtiyaclar\u0131na cavab ver\u0259n f\u0259rdil\u0259\u015fdirilmi\u015f m\u0259hsul v\u0259 xidm\u0259tl\u0259r yaratma\u011fa imkan verir ki, bu da artan m\u00fc\u015ft\u0259ri m\u0259mnuniyy\u0259ti v\u0259 loyall\u0131\u011f\u0131na, g\u0259lirliliy\u0259 v\u0259 t\u0259chizat z\u0259ncirinin \u00e7evikliyin\u0259 v\u0259 dayan\u0131ql\u0131\u011f\u0131na s\u0259b\u0259b olur.<\/p>\n<p>ik\u0259n <a href=\"https:\/\/incit.org\/en\/thought-leadership\/4-steps-manufacturers-should-take-to-digitalise-supply-chains-and-build-resilience\/\">t\u0259chizat z\u0259ncirinin davaml\u0131l\u0131\u011f\u0131<\/a> s\u00fcr\u0259tl\u0259 inki\u015faf ed\u0259n istehsal s\u0259nayesind\u0259 b\u00f6y\u00fck \u0259h\u0259miyy\u0259t k\u0259sb edir, \u0259g\u0259r istehsal\u00e7\u0131lar\u0131n t\u0259limatlar kimi d\u00fczg\u00fcn yol x\u0259rit\u0259l\u0259ri v\u0259 \u00e7\u0259r\u00e7iv\u0259l\u0259ri yoxdursa, yeni davaml\u0131l\u0131q v\u0259 s\u0259m\u0259r\u0259lilik s\u0259viyy\u0259l\u0259rin\u0259 nail olmaq asan olmayacaq. \u0130stehsal liderl\u0259ri r\u0259q\u0259msal transformasiyalar\u0131n\u0131 s\u00fcr\u0259tl\u0259ndirm\u0259k v\u0259 davaml\u0131l\u0131\u011f\u0131n\u0131 art\u0131rmaq \u00fc\u00e7\u00fcn z\u0259if n\u00f6qt\u0259l\u0259rini m\u00fc\u0259yy\u0259n etm\u0259yi bacarmal\u0131d\u0131rlar.<\/p>\n<p>Strukturla\u015fd\u0131r\u0131lm\u0131\u015f yetkinlik qiym\u0259tl\u0259ndirm\u0259l\u0259ri v\u0259 kimi \u00e7\u0259r\u00e7iv\u0259l\u0259rl\u0259 <a href=\"https:\/\/incit.org\/en\/services\/siri\/\">A\u011f\u0131ll\u0131 S\u0259naye Haz\u0131rl\u0131q \u0130ndeksi (SIRI)<\/a> v\u0259 <a href=\"https:\/\/incit.org\/en\/services\/cosiri\/\">\u0130stehlak\u00e7\u0131 Davaml\u0131l\u0131q S\u0259nayesi Haz\u0131rl\u0131q \u0130ndeksi (COSIRI)<\/a>, istehsal liderl\u0259ri \u00f6z inki\u015faf t\u0259r\u0259qqil\u0259rini asanl\u0131qla t\u0259hlil ed\u0259 v\u0259 qabaqc\u0131l r\u0259q\u0259msal transformasiya v\u0259 t\u0259kmill\u0259\u015fdirilmi\u015f davaml\u0131l\u0131\u011fa do\u011fru d\u00fczg\u00fcn yolu tapa bil\u0259rl\u0259r. haqq\u0131nda \u0259trafl\u0131 m\u0259lumat \u0259ld\u0259 edin <a href=\"https:\/\/incit.org\/en\/services\/siri\/\">A\u011f\u0131ll\u0131 S\u0259naye Haz\u0131rl\u0131q \u0130ndeksi<\/a> v\u0259 <a href=\"https:\/\/incit.org\/en\/services\/cosiri\/\">COSIRI<\/a>, v\u0259 onlar a\u011f\u0131ll\u0131 istehsal\u0131n g\u0259l\u0259c\u0259kd\u0259 daha da ir\u0259li getm\u0259sin\u0259 nec\u0259 k\u00f6m\u0259k ed\u0259 bil\u0259r.<\/p>","protected":false},"excerpt":{"rendered":"<p>Artificial intelligence (AI) has been spearheading the rapid digital transformation of the manufacturing sector in recent years. Since Industry 4.0 and the proliferation of smart manufacturing technologies, AI has been playing an increasingly important role in improving manufacturing functions like supply chain management and production optimisation. Together with cloud-based supply chain management tools and intelligent [&hellip;]<\/p>\n","protected":false},"author":3,"featured_media":35265,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[17],"tags":[27],"class_list":["post-16963","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-thought-leadership","tag-mainspotlight"],"acf":{"topic":"digitalisation"},"_links":{"self":[{"href":"https:\/\/incit.org\/az\/wp-json\/wp\/v2\/posts\/16963","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=16963"}],"version-history":[{"count":1,"href":"https:\/\/incit.org\/az\/wp-json\/wp\/v2\/posts\/16963\/revisions"}],"predecessor-version":[{"id":35266,"href":"https:\/\/incit.org\/az\/wp-json\/wp\/v2\/posts\/16963\/revisions\/35266"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/incit.org\/az\/wp-json\/wp\/v2\/media\/35265"}],"wp:attachment":[{"href":"https:\/\/incit.org\/az\/wp-json\/wp\/v2\/media?parent=16963"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/incit.org\/az\/wp-json\/wp\/v2\/categories?post=16963"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/incit.org\/az\/wp-json\/wp\/v2\/tags?post=16963"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}