{"id":4539,"date":"2026-07-15T09:50:00","date_gmt":"2026-07-15T09:50:00","guid":{"rendered":"https:\/\/www.zincirmagazalar.org\/?p=4539"},"modified":"2026-07-15T09:51:25","modified_gmt":"2026-07-15T09:51:25","slug":"perakendede-yapay-zeka-donemi-sadece-insanlara-degil-yapay-zeka-ajanlarina-da-satis-yapmaya-hazir-misiniz","status":"publish","type":"post","link":"https:\/\/www.zincirmagazalar.org\/?p=4539","title":{"rendered":"Perakendede Yapay Zek\u00e2 D\u00f6nemi: Sadece \u0130nsanlara De\u011fil, Yapay Zek\u00e2 Ajanlar\u0131na da Sat\u0131\u015f Yapmaya Haz\u0131r m\u0131s\u0131n\u0131z?"},"content":{"rendered":"\t\t
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Yapay zek\u00e2 art\u0131k perakende sekt\u00f6r\u00fcnde gelece\u011fin teknolojisi de\u011fil; bug\u00fcn\u00fcn rekabet avantaj\u0131. KPMG’nin yay\u0131nlad\u0131\u011f\u0131 “Perakendede Yapay Zek\u00e2 Kullan\u0131m\u0131: Stratejiden Ma\u011faza Operasyonlar\u0131na K\u00fcresel Dersler” raporu, perakendede yapay zek\u00e2n\u0131n stratejik \u00f6nemini ve sekt\u00f6r\u00fcn \u00f6n\u00fcm\u00fczdeki y\u0131llarda nas\u0131l d\u00f6n\u00fc\u015fece\u011fini ortaya koyuyor. <\/strong><\/span><\/p>

Perakende sekt\u00f6r\u00fc, dijital d\u00f6n\u00fc\u015f\u00fcm\u00fcn en h\u0131zl\u0131 ya\u015fand\u0131\u011f\u0131 alanlardan biri olmaya devam ediyor. Bu d\u00f6n\u00fc\u015f\u00fcm\u00fcn merkezinde ise art\u0131k yaln\u0131zca e-ticaret veya otomasyon de\u011fil, yapay zek\u00e2 (AI) bulunuyor.<\/span><\/p>

KPMG’nin yay\u0131mlad\u0131\u011f\u0131 “Perakendede Yapay Zek\u00e2 Kullan\u0131m\u0131: Stratejiden Ma\u011faza Operasyonlar\u0131na K\u00fcresel Dersler” raporuna g\u00f6re yapay zek\u00e2, ma\u011faza operasyonlar\u0131ndan m\u00fc\u015fteri deneyimine, tedarik zincirinden karar alma s\u00fcre\u00e7lerine kadar perakendenin t\u00fcm i\u015fleyi\u015fini yeniden \u015fekillendiriyor. Ara\u015ft\u0131rma, sekt\u00f6r\u00fcn art\u0131k pilot uygulamalar\u0131 geride b\u0131rakarak yapay zek\u00e2y\u0131 stratejik b\u00fcy\u00fcmenin temel unsurlar\u0131ndan biri olarak konumland\u0131rd\u0131\u011f\u0131n\u0131 g\u00f6steriyor.<\/span><\/p>

Perakendeciler Yapay Zek\u00e2 Yat\u0131r\u0131mlar\u0131n\u0131 Artt\u0131r\u0131yor<\/span><\/strong>
Rapordaki veriler, yapay zek\u00e2 yat\u0131r\u0131mlar\u0131n\u0131n art\u0131k \u015firketlerin uzun vadeli b\u00fcy\u00fcme planlar\u0131n\u0131n \u00f6nemli bir par\u00e7as\u0131 haline geldi\u011fini ortaya koyuyor.<\/span>
\u00d6ne \u00e7\u0131kan bulgular:<\/span>
\u2022 T\u00fcketici ve perakende sekt\u00f6r\u00fcndeki CEO’lar\u0131n %64’\u00fc, yapay zek\u00e2y\u0131 en \u00f6nemli yat\u0131r\u0131m \u00f6ncelikleri aras\u0131nda g\u00f6r\u00fcyor.<\/span>
\u2022 %73’\u00fc, \u00f6n\u00fcm\u00fczdeki 12 ay i\u00e7inde toplam yat\u0131r\u0131m b\u00fct\u00e7elerinin %10 ila %20’sini yapay zek\u00e2 projelerine ay\u0131rmay\u0131 planl\u0131yor.<\/span>
\u2022 Y\u00f6neticilerin %82’si, yapay zek\u00e2y\u0131 i\u015f s\u00fcre\u00e7lerine entegre eden \u015firketlerin \u00f6nemli bir rekabet avantaj\u0131 elde edece\u011fini d\u00fc\u015f\u00fcn\u00fcyor.<\/span>
\u2022 Yapay zek\u00e2 kullan\u0131m\u0131n\u0131 \u00f6l\u00e7eklendiren \u015firket oran\u0131n\u0131n 2025’te %42’den 2026’da %74’e y\u00fckselmesi \u00f6ng\u00f6r\u00fcl\u00fcyor.<\/span>
Bu veriler, yapay zek\u00e2n\u0131n art\u0131k deneysel bir teknoloji olmaktan \u00e7\u0131karak \u015firketlerin b\u00fcy\u00fcme stratejilerinin merkezine yerle\u015fti\u011fini g\u00f6steriyor.<\/span><\/p>

Yapay Zek\u00e2 Ma\u011faza Operasyonlar\u0131n\u0131 Nas\u0131l D\u00f6n\u00fc\u015ft\u00fcr\u00fcyor?<\/span><\/strong>
Yapay zek\u00e2n\u0131n en g\u00f6r\u00fcn\u00fcr etkisi operasyonel verimlilikte ortaya \u00e7\u0131k\u0131yor. Bug\u00fcn bir\u00e7ok perakendeci yapay zek\u00e2y\u0131;<\/span>
\u2022 talep tahminleme,<\/span>
\u2022 stok optimizasyonu,<\/span>
\u2022 depo y\u00f6netimi,<\/span>
\u2022 rota planlamas\u0131,<\/span>
\u2022 sipari\u015f haz\u0131rlama,<\/span>
\u2022 dinamik fiyatland\u0131rma,<\/span>
\u2022 veri analizi gibi s\u00fcre\u00e7lerde kullanarak hem maliyetlerini azalt\u0131yor hem de daha h\u0131zl\u0131 karar alabiliyor.<\/span>
KPMG’nin ara\u015ft\u0131rmas\u0131na g\u00f6re \u015firketlerin yapay zek\u00e2 yat\u0131r\u0131mlar\u0131ndan bekledi\u011fi en \u00f6nemli kazan\u0131mlar ise \u015funlar:<\/span>
\u2022 Verimlilik ve \u00fcretkenlik art\u0131\u015f\u0131 (%17)<\/span>
\u2022 Karar alma ve veri analizi yetkinliklerinin geli\u015fmesi (%17)<\/span>
\u2022 K\u00e2rl\u0131l\u0131\u011f\u0131n art\u0131r\u0131lmas\u0131 (%13)<\/span>
\u2022 M\u00fc\u015fteri deneyiminin iyile\u015ftirilmesi (%13)<\/span><\/p>

Yapay Zek\u00e2da G\u00fcven ve Y\u00f6neti\u015fim Neden Kritik?<\/span><\/strong>
Teknolojinin yayg\u0131nla\u015fmas\u0131 beraberinde \u00f6nemli sorumluluklar da getiriyor. Rapora g\u00f6re y\u00f6neticilerin %56’s\u0131, yapay zek\u00e2 kullan\u0131m\u0131ndaki etik riskleri en \u00f6nemli ba\u015fl\u0131klar aras\u0131nda de\u011ferlendiriyor. Bunun yan\u0131nda yap\u0131lan k\u00fcresel ara\u015ft\u0131rmada:<\/span>
\u2022 Kat\u0131l\u0131mc\u0131lar\u0131n %46’s\u0131 yapay zek\u00e2ya g\u00fcvenmedi\u011fini,<\/span>
\u2022 %61’i bu konuda herhangi bir e\u011fitim almad\u0131\u011f\u0131n\u0131,<\/span>
\u2022 %48’i ise yapay zek\u00e2 hakk\u0131nda s\u0131n\u0131rl\u0131 bilgiye sahip oldu\u011funu belirtiyor.<\/span>
Bu nedenle yaln\u0131zca teknolojik altyap\u0131ya yat\u0131r\u0131m yapmak yeterli g\u00f6r\u00fclm\u00fcyor. \u015eirketlerin ayn\u0131 zamanda, \u015feffaf, a\u00e7\u0131klanabilir, etik, g\u00fcvenilir bir yapay zek\u00e2 y\u00f6neti\u015fim modeli olu\u015fturmas\u0131 da s\u00fcrd\u00fcr\u00fclebilir rekabet i\u00e7in kritik \u00f6nem ta\u015f\u0131yor.<\/span><\/p>

S\u0131radaki D\u00f6n\u00fc\u015f\u00fcm: Ajan Tabanl\u0131 Yapay Zek\u00e2<\/span><\/strong>
Raporda dikkat \u00e7eken bir di\u011fer ba\u015fl\u0131k ise ajan tabanl\u0131 yapay zek\u00e2 (Agentic AI). Yak\u0131n gelecekte yaln\u0131zca insanlar\u0131n de\u011fil, sat\u0131n alma s\u00fcre\u00e7lerinde g\u00f6rev alan yapay zek\u00e2 ajanlar\u0131n\u0131n da m\u00fc\u015fteri olarak ekosistemde yer almas\u0131 bekleniyor.<\/span>
Bu yeni d\u00f6nemde perakende \u015firketlerinin, veri altyap\u0131lar\u0131n\u0131, API mimarilerini, performans g\u00f6stergelerini, dijital m\u00fc\u015fteri deneyimini hem insanlar hem de yapay zek\u00e2 ajanlar\u0131 i\u00e7in yeniden tasarlamalar\u0131 gerekecek.<\/span><\/p>

Perakendenin Gelece\u011finde Yapay Zek\u00e2 Belirleyici Olacak<\/span><\/strong>
KPMG’nin raporu, yapay zek\u00e2n\u0131n perakende sekt\u00f6r\u00fcnde yaln\u0131zca operasyonlar\u0131 destekleyen bir teknoloji olmaktan \u00e7\u0131kt\u0131\u011f\u0131n\u0131; stratejik karar alma s\u00fcre\u00e7lerinden m\u00fc\u015fteri deneyimine kadar t\u00fcm de\u011fer zincirini d\u00f6n\u00fc\u015ft\u00fcren temel bir unsur haline geldi\u011fini ortaya koyuyor.<\/span>
\u00d6n\u00fcm\u00fczdeki d\u00f6nemde rekabet avantaj\u0131 sa\u011flayacak \u015firketler; yaln\u0131zca yapay zek\u00e2ya yat\u0131r\u0131m yapanlar de\u011fil, bu teknolojiyi g\u00fcvenilir y\u00f6neti\u015fim anlay\u0131\u015f\u0131yla destekleyerek i\u015f s\u00fcre\u00e7lerine entegre edebilen kurumlar olacak.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"

Yapay zek\u00e2 art\u0131k perakende sekt\u00f6r\u00fcnde gelece\u011fin teknolojisi de\u011fil; bug\u00fcn\u00fcn rekabet avantaj\u0131. KPMG’nin yay\u0131nlad\u0131\u011f\u0131 “Perakendede Yapay Zek\u00e2 Kullan\u0131m\u0131: Stratejiden Ma\u011faza Operasyonlar\u0131na K\u00fcresel Dersler” raporu, perakendede yapay zek\u00e2n\u0131n stratejik \u00f6nemini ve sekt\u00f6r\u00fcn \u00f6n\u00fcm\u00fczdeki y\u0131llarda nas\u0131l d\u00f6n\u00fc\u015fece\u011fini ortaya koyuyor. Perakende sekt\u00f6r\u00fc, dijital d\u00f6n\u00fc\u015f\u00fcm\u00fcn en h\u0131zl\u0131 ya\u015fand\u0131\u011f\u0131 alanlardan biri olmaya devam ediyor. Bu d\u00f6n\u00fc\u015f\u00fcm\u00fcn merkezinde ise art\u0131k yaln\u0131zca e-ticaret […]<\/p>\n","protected":false},"author":2,"featured_media":4540,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[17],"tags":[],"class_list":["post-4539","post","type-post","status-publish","format-standard","has-post-thumbnail","category-haberler"],"_links":{"self":[{"href":"https:\/\/www.zincirmagazalar.org\/index.php?rest_route=\/wp\/v2\/posts\/4539","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.zincirmagazalar.org\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.zincirmagazalar.org\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.zincirmagazalar.org\/index.php?rest_route=\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/www.zincirmagazalar.org\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=4539"}],"version-history":[{"count":5,"href":"https:\/\/www.zincirmagazalar.org\/index.php?rest_route=\/wp\/v2\/posts\/4539\/revisions"}],"predecessor-version":[{"id":4545,"href":"https:\/\/www.zincirmagazalar.org\/index.php?rest_route=\/wp\/v2\/posts\/4539\/revisions\/4545"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.zincirmagazalar.org\/index.php?rest_route=\/wp\/v2\/media\/4540"}],"wp:attachment":[{"href":"https:\/\/www.zincirmagazalar.org\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=4539"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.zincirmagazalar.org\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=4539"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.zincirmagazalar.org\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=4539"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}