{"id":44930,"date":"2026-03-10T10:39:21","date_gmt":"2026-03-10T07:39:21","guid":{"rendered":"https:\/\/blog.markergroupe.com\/?p=44930"},"modified":"2026-03-10T10:39:30","modified_gmt":"2026-03-10T07:39:30","slug":"microsoft-ai-destekli-cagri-merkezi-otomasyonu","status":"publish","type":"post","link":"https:\/\/blog.markergroupe.com\/tr\/microsoft-ai-destekli-cagri-merkezi-otomasyonu\/","title":{"rendered":"Microsoft AI Destekli \u00c7a\u011fr\u0131 Merkezi Otomasyonu"},"content":{"rendered":"<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_78 counter-hierarchy ez-toc-counter ez-toc-grey ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">\u0130\u00e7indekiler<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"Toggle Table of Content\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #999;color:#999\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewBox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #999;color:#999\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewBox=\"0 0 24 24\" version=\"1.2\" baseProfile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/span><\/a><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1 ' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/blog.markergroupe.com\/tr\/microsoft-ai-destekli-cagri-merkezi-otomasyonu\/#Nedir_ve_Nasil_Calisir\" >Nedir ve Nas\u0131l \u00c7al\u0131\u015f\u0131r?<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/blog.markergroupe.com\/tr\/microsoft-ai-destekli-cagri-merkezi-otomasyonu\/#Ana_Islevler\" >Ana \u0130\u015flevler<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/blog.markergroupe.com\/tr\/microsoft-ai-destekli-cagri-merkezi-otomasyonu\/#Teknoloji_ve_Mimari\" >Teknoloji ve Mimari<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/blog.markergroupe.com\/tr\/microsoft-ai-destekli-cagri-merkezi-otomasyonu\/#Kullanici_Deneyimi_ve_Ozellestirme\" >Kullan\u0131c\u0131 Deneyimi ve \u00d6zelle\u015ftirme<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/blog.markergroupe.com\/tr\/microsoft-ai-destekli-cagri-merkezi-otomasyonu\/#Guvenlik_ve_Icerik_Yonetimi\" >G\u00fcvenlik ve \u0130\u00e7erik Y\u00f6netimi<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/blog.markergroupe.com\/tr\/microsoft-ai-destekli-cagri-merkezi-otomasyonu\/#Neden_Onemli\" >Neden \u00d6nemli?<\/a><\/li><\/ul><\/nav><\/div>\n\n<p><strong>Call Center AI GitHub projesi, Microsoft taraf\u0131ndan a\u00e7\u0131k kaynak olarak sunulan ve Azure ile OpenAI modellerini birle\u015ftiren bir \u00e7a\u011fr\u0131 merkezi \u00e7\u00f6z\u00fcm\u00fcd\u00fcr. Bu \u00e7\u00f6z\u00fcm, geleneksel \u00e7a\u011fr\u0131 merkezlerini otomatikle\u015ftirmeye; hem gelen hem de giden m\u00fc\u015fteri \u00e7a\u011fr\u0131lar\u0131n\u0131 bir yapay zeka asistan\u0131 ile kar\u015f\u0131lamaya olanak tan\u0131r.<\/strong><\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"nedir-ve-nasil-calisir\"><span class=\"ez-toc-section\" id=\"Nedir_ve_Nasil_Calisir\"><\/span>Nedir ve Nas\u0131l \u00c7al\u0131\u015f\u0131r?<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>Bu proje, bir AI asistan\u0131n\u0131n telefon \u00fczerinden g\u00f6r\u00fc\u015fme ba\u015flatmas\u0131n\u0131 veya gelen \u00e7a\u011fr\u0131lar\u0131 yan\u0131tlamas\u0131n\u0131 sa\u011flayan bir mimari sunar. Yap\u0131land\u0131r\u0131labilir bir telefon numaras\u0131 \u00fczerinden bot \u00e7a\u011fr\u0131lar\u0131 alabilir veya API \u00e7a\u011fr\u0131s\u0131 ile do\u011frudan arama yapabilir.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"ana-islevler\"><span class=\"ez-toc-section\" id=\"Ana_Islevler\"><\/span>Ana \u0130\u015flevler<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Otomatik \u00c7a\u011fr\u0131 Yan\u0131t\u0131 ve Ba\u015flatma:<\/strong> Yapay zeka asistan\u0131, hem inbound hem outbound \u00e7a\u011fr\u0131lar\u0131nda kullan\u0131labilir; yani m\u00fc\u015fteriyi aktif olarak arayabilir veya gelen aramay\u0131 yan\u0131tlayabilir.<\/li>\n\n\n\n<li><strong>\u00c7oklu Dil ve Ses Tonu Deste\u011fi:<\/strong> Farkl\u0131 dillerde ve farkl\u0131 ses tonlar\u0131nda konu\u015fma yapabilir, kullan\u0131c\u0131 ETkile\u015fimini zenginle\u015ftirebilir.<\/li>\n\n\n\n<li><strong>Ger\u00e7ek Zamanl\u0131 Ak\u0131\u015f ve Depolama:<\/strong> Konu\u015fmalar ger\u00e7ek zamanl\u0131 olarak i\u015flenir ve kesintide devam edebilir; ayr\u0131ca \u00e7a\u011fr\u0131 ge\u00e7mi\u015fi depolanarak ileride kullan\u0131labilir.<\/li>\n<\/ul>\n\n\n\n<p>Bu yap\u0131, \u00f6zellikle sigorta, IT destek ve m\u00fc\u015fteri hizmetleri gibi \u00e7a\u011fr\u0131 merkezlerine y\u00f6nelik otomasyon senaryolar\u0131nda uygulanabilir.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"teknoloji-ve-mimari\"><span class=\"ez-toc-section\" id=\"Teknoloji_ve_Mimari\"><\/span>Teknoloji ve Mimari<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>Call Center AI, bulut tabanl\u0131 bir mimariyle \u00e7al\u0131\u015f\u0131r ve Azure\u2019un \u00e7e\u015fitli servisleriyle entegre edilir:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Azure Communication Services ve Cognitive Services:<\/strong> Sesli \u00e7a\u011fr\u0131lar ve konu\u015fma tan\u0131ma i\u015flemleri bu servisler \u00fczerinden y\u00fcr\u00fct\u00fcl\u00fcr.<\/li>\n\n\n\n<li><strong>OpenAI Modelleri (GPT\u20114.1 \/ GPT\u20114.1\u2011nano):<\/strong> Derin dil anlama ve cevap \u00fcretimi bu modellerle sa\u011flan\u0131r.<\/li>\n\n\n\n<li><strong>Veri Y\u00f6netimi ve \u00d6nbellek:<\/strong> Redis gibi \u00f6nbellekleme sistemleri, verimlili\u011fi art\u0131rarak uygulaman\u0131n performans\u0131n\u0131 destekler.<\/li>\n<\/ul>\n\n\n\n<p>Bu bile\u015fenler, otomatik \u00e7a\u011fr\u0131 cevaplamadan veri analizi ve \u00f6nbelle\u011fe alma gibi s\u00fcre\u00e7lerde performans\u0131 art\u0131r\u0131r.<\/p>\n\n\n\n<div class=\"wp-block-greenshift-blocks-image gspb_image gspb_image-id-gsbp-fda5d0b\" id=\"gspb_image-id-gsbp-fda5d0b\"><img decoding=\"async\" src=\"https:\/\/blog.markergroupe.com\/wp-content\/uploads\/2026\/03\/Microsoft-Call-Center-AI-Destekli-Cagri-Merkezi-Otomasyonu.webp\" data-src=\"\" alt=\"\" loading=\"lazy\" width=\"1920\" height=\"1080\" title=\"\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"kullanici-deneyimi-ve-ozellestirme\"><span class=\"ez-toc-section\" id=\"Kullanici_Deneyimi_ve_Ozellestirme\"><\/span>Kullan\u0131c\u0131 Deneyimi ve \u00d6zelle\u015ftirme<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>Call Center AI, deneyimi ki\u015fiselle\u015ftirmek ve kaliteyi izlemek i\u00e7in bir dizi \u00f6zellik sunar:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u00d6zelle\u015ftirilebilir Prompts ve G\u00f6revler:<\/strong> Her \u00e7a\u011fr\u0131 i\u00e7in farkl\u0131 hedefler tan\u0131mlanabilir.<\/li>\n\n\n\n<li><strong>\u0130nsan Operat\u00f6r Geri D\u00f6n\u00fc\u015f\u00fc:<\/strong> Gerekli durumlarda g\u00f6r\u00fc\u015fme insan operat\u00f6re aktar\u0131labilir.<\/li>\n\n\n\n<li><strong>\u00c7a\u011fr\u0131 Kayd\u0131 ve Kalite Kontrol\u00fc:<\/strong> Kaydedilen \u00e7a\u011fr\u0131lar, kalite ve performans analizleri i\u00e7in saklanabilir.<\/li>\n<\/ul>\n\n\n\n<p>Bu yakla\u015f\u0131m, \u00e7a\u011fr\u0131 merkezinin otomasyon ile insan uzmanl\u0131\u011f\u0131 aras\u0131nda do\u011fru dengeyi kurmas\u0131n\u0131 sa\u011flar.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"guvenlik-ve-icerik-yonetimi\"><span class=\"ez-toc-section\" id=\"Guvenlik_ve_Icerik_Yonetimi\"><\/span>G\u00fcvenlik ve \u0130\u00e7erik Y\u00f6netimi<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>Proje, G\/\u00c7 i\u015flemlerini ve hassas bilgileri g\u00fcvenli \u015fekilde ele almak i\u00e7in bir dizi y\u00f6ntem kullan\u0131r:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>RAG (Retrieval\u2011Augmented Generation) Yakla\u015f\u0131m\u0131:<\/strong> Dahili dok\u00fcmanlardan g\u00fcvenli bir \u015fekilde veri al\u0131narak modelin yan\u0131t \u00fcretmesi sa\u011flan\u0131r.<\/li>\n\n\n\n<li><strong>\u0130\u00e7erik Moderasyonu:<\/strong> Uygunsuz veya hatal\u0131 i\u00e7eriklerin tespitine y\u00f6nelik filtreleme mekanizmalar\u0131 bulunur.<\/li>\n\n\n\n<li><strong>Tarihsel Verilerle \u00d6\u011frenme:<\/strong> \u00d6nceki \u00e7a\u011fr\u0131 ge\u00e7mi\u015fi, modelin zaman i\u00e7inde daha iyi yan\u0131tlar \u00fcretmesini sa\u011flamak \u00fczere kullan\u0131labilir.<\/li>\n<\/ul>\n\n\n\n<p>Bu yap\u0131lar, modelin hem hassas veriyi g\u00fcvenli \u015fekilde kullanmas\u0131n\u0131 hem de kaliteli m\u00fc\u015fteri deneyimi \u00fcretmesini destekler.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"neden-onemli\"><span class=\"ez-toc-section\" id=\"Neden_Onemli\"><\/span>Neden \u00d6nemli?<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>Call Center AI, \u00e7a\u011fr\u0131 merkezi otomasyonunu bir ad\u0131m ileri ta\u015f\u0131yor. Geleneksel IVR (Interactive Voice Response) sistemlerinden farkl\u0131 olarak:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Ger\u00e7ek insan benzeri etkile\u015fim<\/strong> sunar,<\/li>\n\n\n\n<li><strong>7\/24 ileti\u015fim<\/strong> sa\u011flar,<\/li>\n\n\n\n<li>ve \u00e7a\u011fr\u0131lar\u0131 yaln\u0131zca yan\u0131tlamakla kalmaz; <strong>anlaml\u0131 diyalog \u00fcretir<\/strong>.<\/li>\n<\/ul>\n\n\n\n<p>Bu t\u00fcr bir \u00e7\u00f6z\u00fcm, \u00f6zellikle m\u00fc\u015fteri hizmetleri, sigorta, teknik destek ve IT servislerinde <strong>maliyetleri d\u00fc\u015f\u00fcr\u00fcrken kullan\u0131c\u0131 deneyimini iyile\u015ftirmek<\/strong> i\u00e7in tasarlanm\u0131\u015ft\u0131r.<\/p>\n\n\n\n<p>Call Center AI, Azure bulut altyap\u0131s\u0131 ve GPT temelli modelleri bir araya getirerek \u00e7a\u011fr\u0131 merkezi otomasyonuna yeni bir boyut kazand\u0131r\u0131yor. Bu a\u00e7\u0131k kaynak proje, bug\u00fcn \u00e7a\u011fr\u0131 merkezlerinin kar\u015f\u0131la\u015ft\u0131\u011f\u0131 \u201ctekrar eden g\u00f6revler\u201d ve bekleme s\u00fcreleri gibi sorunlara <strong>otomatik, esnek ve \u00f6zelle\u015ftirilebilir bir alternatif<\/strong> sunuyor.<\/p>\n\n\n\n<p><strong><em>Marker Groupe\u2019un geli\u015ftirme hizmetleri hakk\u0131nda bilgi edinmek i\u00e7in bizimle&nbsp;<a href=\"https:\/\/www.markergroupe.com\/tr\/iletisim\">MarkerGroupe.com<\/a>&nbsp;web sitesi veya&nbsp;<a>hello@markergroupe.com<\/a>&nbsp; e-posta adresi \u00fczerinden ileti\u015fime ge\u00e7ebilirsiniz.<\/em><\/strong><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Call Center AI GitHub projesi, Microsoft taraf\u0131ndan a\u00e7\u0131k kaynak olarak sunulan ve Azure ile OpenAI modellerini birle\u015ftiren bir \u00e7a\u011fr\u0131 merkezi \u00e7\u00f6z\u00fcm\u00fcd\u00fcr. Bu \u00e7\u00f6z\u00fcm, geleneksel \u00e7a\u011fr\u0131 merkezlerini otomatikle\u015ftirmeye; hem gelen hem de giden m\u00fc\u015fteri \u00e7a\u011fr\u0131lar\u0131n\u0131 bir yapay zeka asistan\u0131 ile kar\u015f\u0131lamaya olanak tan\u0131r. Nedir ve Nas\u0131l \u00c7al\u0131\u015f\u0131r? Bu proje, bir AI asistan\u0131n\u0131n telefon \u00fczerinden g\u00f6r\u00fc\u015fme ba\u015flatmas\u0131n\u0131 [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":44931,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_gspb_post_css":"#gspb_image-id-gsbp-fda5d0b img{vertical-align:top;display:inline-block;box-sizing:border-box;max-width:100%;height:auto}","footnotes":""},"categories":[2156],"tags":[2230],"class_list":["post-44930","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-yapay-zeka","tag-yapay-zeka"],"blocksy_meta":[],"_links":{"self":[{"href":"https:\/\/blog.markergroupe.com\/tr\/wp-json\/wp\/v2\/posts\/44930","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/blog.markergroupe.com\/tr\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/blog.markergroupe.com\/tr\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/blog.markergroupe.com\/tr\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/blog.markergroupe.com\/tr\/wp-json\/wp\/v2\/comments?post=44930"}],"version-history":[{"count":1,"href":"https:\/\/blog.markergroupe.com\/tr\/wp-json\/wp\/v2\/posts\/44930\/revisions"}],"predecessor-version":[{"id":44933,"href":"https:\/\/blog.markergroupe.com\/tr\/wp-json\/wp\/v2\/posts\/44930\/revisions\/44933"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/blog.markergroupe.com\/tr\/wp-json\/wp\/v2\/media\/44931"}],"wp:attachment":[{"href":"https:\/\/blog.markergroupe.com\/tr\/wp-json\/wp\/v2\/media?parent=44930"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/blog.markergroupe.com\/tr\/wp-json\/wp\/v2\/categories?post=44930"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/blog.markergroupe.com\/tr\/wp-json\/wp\/v2\/tags?post=44930"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}