{"id":3747,"date":"2026-03-09T18:01:18","date_gmt":"2026-03-09T18:01:18","guid":{"rendered":"https:\/\/deniztuncalp.com\/?p=3747"},"modified":"2026-03-13T13:20:25","modified_gmt":"2026-03-13T13:20:25","slug":"robotik-surec-otomasyonu-firmalarinin-yaniti","status":"publish","type":"post","link":"https:\/\/deniztuncalp.com\/?p=3747&lang=tr","title":{"rendered":"Robotik S\u00fcre\u00e7 Otomasyonu Firmalar\u0131n\u0131n Yan\u0131t\u0131"},"content":{"rendered":"\n<p>\u00dcretken yapay zek\u00e2 daha da yayg\u0131nla\u015ft\u0131\u011f\u0131nda yaz\u0131l\u0131m \u015firketleri de\u011fer zincirinde nerede duracak? RPA sekt\u00f6r\u00fcnde ya\u015fanan d\u00f6n\u00fc\u015f\u00fcm bu soruya bakmak i\u00e7in iyi bir \u00f6rnek.<\/p>\n\n\n\n<p>Da\u011f\u0131n\u0131k sistemler aras\u0131nda k\u00f6pr\u00fc kurmak, tekrarlayan i\u015fleri botlara devretmek vaadiyle RPA k\u0131sa s\u00fcrede kurumsal otomasyonun en g\u00f6r\u00fcn\u00fcr arac\u0131 haline gelmi\u015fti.<\/p>\n\n\n\n<p>Ama GenAI ve \u00f6zellikle agentic AI ile birlikte mesele \u00f6nceden tan\u0131mlanm\u0131\u015f ad\u0131mlar\u0131 uygulamak olmaktan \u00e7\u0131k\u0131yor. \u00d6nemli olan amac\u0131 anlamak, g\u00f6revi par\u00e7alara ay\u0131rmak, istisnalar\u0131 yorumlamak ve farkl\u0131 sistemler aras\u0131nda ak\u0131\u015f kurmak. Otomasyon &#8220;verilen i\u015fi yapma&#8221; seviyesinden &#8220;i\u015fin nas\u0131l yap\u0131laca\u011f\u0131n\u0131 kurgulama&#8221; seviyesine y\u00fckseldi. Yorumlama, ba\u011flam okuma ve karar haz\u0131rlama gibi alanlar giderek b\u00fcy\u00fck dil modeli platformlar\u0131n\u0131n elinde toplan\u0131yor.<\/p>\n\n\n\n<div class=\"wp-block-cover\"><img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"533\" class=\"wp-block-cover__image-background wp-image-3750\" alt=\"\" src=\"https:\/\/deniztuncalp.com\/wp-content\/uploads\/2026\/03\/blog_cover_800.webp\" data-object-fit=\"cover\" srcset=\"https:\/\/deniztuncalp.com\/wp-content\/uploads\/2026\/03\/blog_cover_800.webp 800w, https:\/\/deniztuncalp.com\/wp-content\/uploads\/2026\/03\/blog_cover_800-300x200.webp 300w, https:\/\/deniztuncalp.com\/wp-content\/uploads\/2026\/03\/blog_cover_800-768x512.webp 768w\" sizes=\"auto, (max-width: 800px) 100vw, 800px\" \/><span aria-hidden=\"true\" class=\"wp-block-cover__background has-background-dim\"><\/span><div class=\"wp-block-cover__inner-container is-layout-flow wp-block-cover-is-layout-flow\">\n<p class=\"has-text-align-center has-large-font-size\"><\/p>\n<\/div><\/div>\n\n\n\n<p>M\u00fc\u015fteriye giden temel deneyimi ve ak\u0131l y\u00fcr\u00fctme katman\u0131n\u0131 kontrol etmeyen bir yaz\u0131l\u0131m \u015firketi, zamanla arka planda \u00e7al\u0131\u015fan de\u011fi\u015ftirilebilir bir mod\u00fcle d\u00f6n\u00fc\u015f\u00fcr. Teknolojik olarak oyunda kal\u0131rs\u0131n\u0131z ama ekonomik olarak a\u015fa\u011f\u0131 itilirsiniz.<\/p>\n\n\n\n<p>RPA sekt\u00f6r\u00fcn\u00fcn iki b\u00fcy\u00fck oyuncusu bu riski erken okudu. UiPath 2025&#8217;te Maestro orkestrasyon katman\u0131n\u0131 piyasaya s\u00fcrd\u00fc. Farkl\u0131 AI ajanlar\u0131n\u0131, ister kendi geli\u015ftirdi\u011fi ister \u00fc\u00e7\u00fcnc\u00fc taraf, tek bir noktadan y\u00f6netmeyi, denetlemeyi ve uyum kontrol\u00fcn\u00fc m\u00fcmk\u00fcn k\u0131lan bir yap\u0131. Kurucu CEO Daniel Dines&#8217;\u0131n y\u00f6netimi geri almas\u0131yla \u015firket, eski sistemlerle yeni nesil AI modelleri aras\u0131nda k\u00f6pr\u00fc kuran bir orkestrasyon platformuna odakland\u0131.<\/p>\n\n\n\n<p>Automation Anywhere da benzer bir y\u00f6ne d\u00f6nd\u00fc. Platformdaki 400 milyon otomasyondan beslenen bir Process Reasoning Engine geli\u015ftirdi ve Aisera&#8217;y\u0131 sat\u0131n alarak Mozart Orchestrator ile farkl\u0131 platformlardaki ajan ve otomasyonlar\u0131 tek katmandan koordine etme kapasitesi kazand\u0131.<\/p>\n\n\n\n<p>Her iki hamle de ayn\u0131 stratejik okuman\u0131n \u00fcr\u00fcn\u00fc. GenAI \u00e7a\u011f\u0131nda savunulmas\u0131 gereken alan \u00f6zelliklerden \u00e7ok orkestrasyon. S\u00fcreci kim y\u00f6netiyor? G\u00fcvenlik, denetim izi, uyum ve sistemler aras\u0131 koordinasyon kim taraf\u0131ndan belirleniyor? Kal\u0131c\u0131 de\u011fer zek\u00e2n\u0131n kendisinden \u00e7ok, o zek\u00e2y\u0131 kurumsal ba\u011flam i\u00e7inde g\u00fcvenilir bi\u00e7imde i\u015fleten katmanda birikiyor.<\/p>\n\n\n\n<p>B\u00fcy\u00fck dil modelleri do\u011frudan i\u015f yapabilecek kadar g\u00fc\u00e7lendik\u00e7e otomasyon katman\u0131na olan ihtiya\u00e7 azalabilir. Orkestrasyon katman\u0131 Microsoft, Google veya OpenAI taraf\u0131ndan do\u011frudan sunulursa, RPA k\u00f6kenli \u015firketlerin bu katmandaki konumu ne kadar dayan\u0131kl\u0131 olur?<\/p>\n\n\n\n<p>\u00d6n\u00fcm\u00fczdeki d\u00f6nemde kazananlar en iyi LLM modelini kullananlar olmayabilir. En \u00e7ok de\u011fer, modelin etraf\u0131ndaki kurumsal mimariyi vazge\u00e7ilmez hale getirenlerin olacak.<\/p>\n\n\n\n<p>Teknolojide as\u0131l m\u00fccadele \u00e7o\u011fu zaman yenili\u011fi kimin icat etti\u011finden \u00e7ok, o yenilik s\u0131radanla\u015ft\u0131\u011f\u0131nda m\u00fc\u015fteriye a\u00e7\u0131lan kap\u0131y\u0131 kimin elinde tuttu\u011fuyla ilgili hale geliyor. Mobil telekom sekt\u00f6r\u00fc, al\u0131\u015ft\u0131\u011f\u0131 y\u00fcksek k\u00e2rl\u0131l\u0131\u011f\u0131n\u0131 b\u00fcy\u00fck oranda telefon \u00fcreticilerine b\u00f6yle kaybetti.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u00dcretken yapay zek\u00e2 daha da yayg\u0131nla\u015ft\u0131\u011f\u0131nda yaz\u0131l\u0131m \u015firketleri de\u011fer zincirinde nerede duracak? RPA sekt\u00f6r\u00fcnde ya\u015fanan d\u00f6n\u00fc\u015f\u00fcm bu soruya bakmak i\u00e7in iyi bir \u00f6rnek. Da\u011f\u0131n\u0131k sistemler aras\u0131nda k\u00f6pr\u00fc kurmak, tekrarlayan i\u015fleri botlara devretmek vaadiyle RPA k\u0131sa s\u00fcrede kurumsal otomasyonun en g\u00f6r\u00fcn\u00fcr arac\u0131 haline gelmi\u015fti. Ama GenAI ve \u00f6zellikle agentic AI ile birlikte mesele \u00f6nceden tan\u0131mlanm\u0131\u015f ad\u0131mlar\u0131 [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":4216,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[86,45,31],"tags":[],"class_list":["post-3747","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-strateji","category-tekno","category-yz"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Robotik S\u00fcre\u00e7 Otomasyonu Firmalar\u0131n\u0131n Yan\u0131t\u0131 - DenizTuncalp.com<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/deniztuncalp.com\/?p=3747&lang=tr\" \/>\n<meta property=\"og:locale\" content=\"tr_TR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Robotik S\u00fcre\u00e7 Otomasyonu Firmalar\u0131n\u0131n Yan\u0131t\u0131 - DenizTuncalp.com\" \/>\n<meta property=\"og:description\" content=\"\u00dcretken yapay zek\u00e2 daha da yayg\u0131nla\u015ft\u0131\u011f\u0131nda yaz\u0131l\u0131m \u015firketleri de\u011fer zincirinde nerede duracak? 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