{"id":56545,"date":"2026-07-30T17:29:13","date_gmt":"2026-07-30T14:29:13","guid":{"rendered":"https:\/\/wise.tv\/?p=56545"},"modified":"2026-08-18T15:53:32","modified_gmt":"2026-08-18T12:53:32","slug":"gelismis-ai-agentlar-surucu-ve-yolcu-deneyimini-nasil-donusturur","status":"publish","type":"post","link":"https:\/\/wise.tv\/tr\/gelismis-ai-agentlar-surucu-ve-yolcu-deneyimini-nasil-donusturur\/","title":{"rendered":"Geli\u015fmi\u015f AI Agent\u2019lar S\u00fcr\u00fcc\u00fc ve Yolcu Deneyimini Nas\u0131l D\u00f6n\u00fc\u015ft\u00fcr\u00fcr?"},"content":{"rendered":"<blockquote><p>Bitaksi \u00dcst D\u00fczey Veri ve Yapay Zeka Lideri Serdar Kiraz, geli\u015fmi\u015f ai agent\u2019lar\u0131n\u0131n s\u00fcr\u00fcc\u00fc ve yolcu deneyimini nas\u0131l d\u00f6n\u00fc\u015ft\u00fcrd\u00fc\u011f\u00fc hakk\u0131nda konu\u015ftu. Kiraz \u015funlar\u0131 s\u00f6yledi:<\/p>\n<p>\u00d6n\u00fcm\u00fczdeki d\u00f6nemde bizim \u00e7ok ciddi projelerimiz var. Hatta biz ARGE merkezine d\u00f6n\u00fc\u015ft\u00fck ge\u00e7ti\u011fimiz aylarda ve ARGE merkezine d\u00f6n\u00fc\u015ft\u00fc\u011f\u00fcm\u00fcz zaman bunu bir ARGE olduk gibi bir \u015feyle de\u011fil ger\u00e7ekten ARGE merkezi olarak \u00e7al\u0131\u015fabildi\u011fimiz ve \u00f6yle bir sistemimiz oldu\u011fu i\u00e7in yapt\u0131k. Bu projelerin tamam\u0131 ARGE merkezi olmaya uygunluk g\u00f6steren \u015feyler oldu. \u00d6rne\u011fin &#8221;Density forecast&#8221; diye bir projemiz var bizim. Bu proje \u00f6n\u00fcm\u00fczdeki saatlerde, \u00f6n\u00fcm\u00fczdeki dakikalarda \u0130stanbul&#8217;un neresinde ya da T\u00fcrkiye&#8217;nin neresinde yo\u011funluk ya\u015fanaca\u011f\u0131 ve orada ihtiyac\u0131n ne durumda olaca\u011f\u0131n\u0131 tahmin eden bir algoritma. \u00c7\u00fcnk\u00fc biz taksicilerimizi yani s\u00fcr\u00fcc\u00fclerimizi o tarafa do\u011fru y\u00f6nlendirmek ve ihtiyac\u0131 \u00e7ok anl\u0131k kar\u015f\u0131lamak durumunday\u0131z. S\u0131n\u0131rl\u0131 bir kaynak var. S\u0131n\u0131rs\u0131z bir talep var. Bu arz talep dengesini bu tip algoritmalarla y\u00f6netmeyi planl\u0131yoruz. Di\u011fer taraftan bak\u0131nca elbette bir &#8221;chatbot&#8221;umuz var ve \u00e7ok da iyi \u00e7al\u0131\u015f\u0131yor ama bu s\u00fcr\u00fcc\u00fc taraf\u0131nda \u00e7ok ciddi hizmet veren bir &#8221;chatbot&#8221;. Bunu tabii yolcu taraf\u0131 i\u00e7in de geli\u015ftirmelerimizi sa\u011fl\u0131yoruz ama biz \u00e7ok statik &#8221;chatbot&#8221;lar de\u011fil ger\u00e7ekten bir insan gibi konu\u015fan ve sonucu bir yere ba\u011flanan yani destek veren bir &#8221;agent&#8221; gibi \u00e7al\u0131\u015fan &#8221;chatbot&#8221;lar\u0131 \u00fcretmeye daha \u00e7ok \u00f6nem veriyor.<\/p><\/blockquote>\n","protected":false},"excerpt":{"rendered":"Bitaksi \u00dcst D\u00fczey Veri ve Yapay Zeka Lideri Serdar Kiraz, geli\u015fmi\u015f ai agent\u2019lar\u0131n\u0131n s\u00fcr\u00fcc\u00fc ve yolcu deneyimini nas\u0131l [&hellip;]\n","protected":false},"author":1906,"featured_media":56676,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"inline_featured_image":false,"footnotes":""},"categories":[6190,1580],"tags":[8610],"class_list":["post-56545","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-yapay-zeka","category-teknoloji","tag-bitaksi"],"acf":[],"_links":{"self":[{"href":"https:\/\/wise.tv\/tr\/wp-json\/wp\/v2\/posts\/56545","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/wise.tv\/tr\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/wise.tv\/tr\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/wise.tv\/tr\/wp-json\/wp\/v2\/users\/1906"}],"replies":[{"embeddable":true,"href":"https:\/\/wise.tv\/tr\/wp-json\/wp\/v2\/comments?post=56545"}],"version-history":[{"count":8,"href":"https:\/\/wise.tv\/tr\/wp-json\/wp\/v2\/posts\/56545\/revisions"}],"predecessor-version":[{"id":56688,"href":"https:\/\/wise.tv\/tr\/wp-json\/wp\/v2\/posts\/56545\/revisions\/56688"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/wise.tv\/tr\/wp-json\/wp\/v2\/media\/56676"}],"wp:attachment":[{"href":"https:\/\/wise.tv\/tr\/wp-json\/wp\/v2\/media?parent=56545"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/wise.tv\/tr\/wp-json\/wp\/v2\/categories?post=56545"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/wise.tv\/tr\/wp-json\/wp\/v2\/tags?post=56545"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}