{"id":132,"date":"2026-08-17T10:40:18","date_gmt":"2026-08-17T07:40:18","guid":{"rendered":"https:\/\/mansetrotasi.com\/sirketlerde-yapay-zeka-butcesi-otomasyon\/"},"modified":"2026-08-17T11:02:18","modified_gmt":"2026-08-17T08:02:18","slug":"sirketlerde-yapay-zeka-butcesi-otomasyon","status":"publish","type":"post","link":"https:\/\/mansetrotasi.com\/index.php\/sirketlerde-yapay-zeka-butcesi-otomasyon\/","title":{"rendered":"\u015eirketlerde yapay zek\u00e2 b\u00fct\u00e7esi b\u00fcy\u00fcrken as\u0131l soru: Hangi s\u00fcre\u00e7 ger\u00e7ekten otomasyona uygun?"},"content":{"rendered":"<p><strong>\u015eirketler yapay zek\u00e2 ara\u00e7lar\u0131na daha fazla b\u00fct\u00e7e ay\u0131r\u0131rken teknoloji yat\u0131r\u0131mlar\u0131n\u0131n geri d\u00f6n\u00fc\u015f\u00fc konusunda yeni bir disiplin olu\u015fuyor. Her s\u00fcreci otomasyona ta\u015f\u0131mak yerine tekrarlanabilir, \u00f6l\u00e7\u00fclebilir ve veri kalitesi y\u00fcksek i\u015f ak\u0131\u015flar\u0131 \u00f6nceliklendiriliyor.<\/strong><\/p>\n<h2>S\u00fcre\u00e7 bozuksa otomasyon sorunu b\u00fcy\u00fctebilir<\/h2>\n<p>Net tan\u0131mlanmam\u0131\u015f bir i\u015f ak\u0131\u015f\u0131na yapay zek\u00e2 eklemek verimlilik yerine daha fazla kontrol ihtiyac\u0131 yaratabilir. Bu nedenle s\u00fcre\u00e7 haritalama ve ba\u015far\u0131 g\u00f6stergelerinin ba\u015ftan belirlenmesi \u00f6nem ta\u015f\u0131yor.<\/p>\n<h2>Veri kalitesi yat\u0131r\u0131m\u0131n temelidir<\/h2>\n<p>Eksik, \u00e7eli\u015fkili veya hukuka ayk\u0131r\u0131 kullan\u0131lan veri, en g\u00fc\u00e7l\u00fc modelde bile g\u00fcvenilmez \u00e7\u0131kt\u0131 \u00fcretir. Kurumsal veri y\u00f6neti\u015fimi bu nedenle yapay zek\u00e2 stratejisinin ayr\u0131lmaz par\u00e7as\u0131.<\/p>\n<h2>\u0130nsan denetimi maliyet de\u011fil g\u00fcvenlik katman\u0131<\/h2>\n<p>Finans, hukuk, sa\u011fl\u0131k ve m\u00fc\u015fteri ili\u015fkileri gibi y\u00fcksek etkili alanlarda insan onay\u0131 ve kay\u0131t tutma mekanizmalar\u0131 hatal\u0131 otomasyonun zarar\u0131n\u0131 s\u0131n\u0131rlayabilir.<\/p>\n<p><small>Foto\u011fraf: Logan Voss \/ Unsplash<\/small><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Kurumsal yapay zek\u00e2 yat\u0131r\u0131mlar\u0131nda ara\u00e7 sat\u0131n almaktan \u00f6nce i\u015f s\u00fcrecinin \u00f6l\u00e7\u00fclmesi, veri kalitesi ve insan denetiminin tasarlanmas\u0131 gerekiyor.<\/p>\n","protected":false},"author":1,"featured_media":80,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[19,6,34,8,38],"tags":[],"class_list":["post-132","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-analiz","category-ekonomi","category-sirketler","category-teknoloji","category-yapay-zeka"],"blocksy_meta":{"styles_descriptor":{"styles":{"desktop":"","tablet":"","mobile":""},"google_fonts":[],"version":7}},"_links":{"self":[{"href":"https:\/\/mansetrotasi.com\/index.php\/wp-json\/wp\/v2\/posts\/132","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/mansetrotasi.com\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/mansetrotasi.com\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/mansetrotasi.com\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/mansetrotasi.com\/index.php\/wp-json\/wp\/v2\/comments?post=132"}],"version-history":[{"count":1,"href":"https:\/\/mansetrotasi.com\/index.php\/wp-json\/wp\/v2\/posts\/132\/revisions"}],"predecessor-version":[{"id":151,"href":"https:\/\/mansetrotasi.com\/index.php\/wp-json\/wp\/v2\/posts\/132\/revisions\/151"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/mansetrotasi.com\/index.php\/wp-json\/wp\/v2\/media\/80"}],"wp:attachment":[{"href":"https:\/\/mansetrotasi.com\/index.php\/wp-json\/wp\/v2\/media?parent=132"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/mansetrotasi.com\/index.php\/wp-json\/wp\/v2\/categories?post=132"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/mansetrotasi.com\/index.php\/wp-json\/wp\/v2\/tags?post=132"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}