{"id":65410,"date":"2023-09-01T19:05:07","date_gmt":"2023-09-01T19:05:07","guid":{"rendered":"https:\/\/www.zaptest.com\/rpa-ve-yapay-zeka-farkliliklar-ortak-noktalar-araclar-ve-kesismeler-ortusmeler"},"modified":"2023-09-01T19:05:07","modified_gmt":"2023-09-01T19:05:07","slug":"rpa-ve-yapay-zeka-farkliliklar-ortak-noktalar-araclar-ve-kesismeler-ortusmeler","status":"publish","type":"post","link":"https:\/\/www.zaptest.com\/tr\/rpa-ve-yapay-zeka-farkliliklar-ortak-noktalar-araclar-ve-kesismeler-ortusmeler","title":{"rendered":"RPA ve Yapay Zeka &#8211; Farkl\u0131l\u0131klar, Ortak Noktalar, Ara\u00e7lar ve Kesi\u015fmeler \/ \u00d6rt\u00fc\u015fmeler"},"content":{"rendered":"<p><span style=\"font-weight: 400;\">RPA ve AI, dijital d\u00f6n\u00fc\u015f\u00fcm devriminin \u00f6n saflar\u0131nda yer alan iki heyecan verici ve yenilik\u00e7i BT uygulamas\u0131d\u0131r. Her iki teknoloji de \u00e7al\u0131\u015fanlar\u0131 g\u00fc\u00e7lendirerek ve yeni bir \u00fcretkenlik \u00e7a\u011f\u0131n\u0131 ba\u015flatarak i\u015f d\u00fcnyas\u0131n\u0131 yeniden \u015fekillendiriyor. Bununla birlikte, RPA ve AI bir\u00e7ok benzerli\u011fe ve kesi\u015fme noktas\u0131na sahip olsa da, kendi g\u00fc\u00e7l\u00fc ve zay\u0131f y\u00f6nleri olan farkl\u0131 ara\u00e7lard\u0131r.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Bu makale, otomasyon ve yapay zeka aras\u0131ndaki fark\u0131 inceleyecek ve nerede kullan\u0131ld\u0131klar\u0131n\u0131, nas\u0131l \u00e7al\u0131\u015ft\u0131klar\u0131n\u0131 ve modern i\u015fletmelerin otomatik bir gelece\u011fe do\u011fru ilerlemelerine yard\u0131mc\u0131 olmak i\u00e7in nas\u0131l bir araya geldiklerini g\u00f6sterecektir.<\/span><\/p>\n<p>&nbsp;<\/p>\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_82_2 counter-hierarchy ez-toc-counter ez-toc-custom ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">Table of Contents<\/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=\"\u0130\u00e7indekiler Tablosunu A\u00e7\/Kapat\"><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: #b90000;color:#b90000\" 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: #b90000;color:#b90000\" 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 eztoc-toggle-hide-by-default' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/www.zaptest.com\/tr\/rpa-ve-yapay-zeka-farkliliklar-ortak-noktalar-araclar-ve-kesismeler-ortusmeler\/#RPA_ve_Yapay_Zeka_Tanimlari\" >RPA ve Yapay Zeka Tan\u0131mlar\u0131<\/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:\/\/www.zaptest.com\/tr\/rpa-ve-yapay-zeka-farkliliklar-ortak-noktalar-araclar-ve-kesismeler-ortusmeler\/#1_RPA_nedir\" >1. RPA nedir?<\/a><ul class='ez-toc-list-level-4' ><li class='ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/www.zaptest.com\/tr\/rpa-ve-yapay-zeka-farkliliklar-ortak-noktalar-araclar-ve-kesismeler-ortusmeler\/#RPA_teknolojisi_ornekleri\" >RPA teknolojisi \u00f6rnekleri<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/www.zaptest.com\/tr\/rpa-ve-yapay-zeka-farkliliklar-ortak-noktalar-araclar-ve-kesismeler-ortusmeler\/#2_Yapay_zeka_nedir\" >2. Yapay zeka nedir?<\/a><ul class='ez-toc-list-level-4' ><li class='ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/www.zaptest.com\/tr\/rpa-ve-yapay-zeka-farkliliklar-ortak-noktalar-araclar-ve-kesismeler-ortusmeler\/#Yapay_zeka_teknolojisi_ornekleri\" >Yapay zeka teknolojisi \u00f6rnekleri<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/www.zaptest.com\/tr\/rpa-ve-yapay-zeka-farkliliklar-ortak-noktalar-araclar-ve-kesismeler-ortusmeler\/#3_RPA_vs_Yapay_Zeka_vs_Makine_Ogrenimi\" >3. RPA vs Yapay Zeka vs Makine \u00d6\u011frenimi<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/www.zaptest.com\/tr\/rpa-ve-yapay-zeka-farkliliklar-ortak-noktalar-araclar-ve-kesismeler-ortusmeler\/#Yapay_Zeka_ve_RPA_Uygulamalari\" >Yapay Zeka ve RPA Uygulamalar\u0131<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/www.zaptest.com\/tr\/rpa-ve-yapay-zeka-farkliliklar-ortak-noktalar-araclar-ve-kesismeler-ortusmeler\/#1_Yapay_Zeka_Uygulamalari\" >1. Yapay Zeka Uygulamalar\u0131<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/www.zaptest.com\/tr\/rpa-ve-yapay-zeka-farkliliklar-ortak-noktalar-araclar-ve-kesismeler-ortusmeler\/#2_RPA_Uygulamalari\" >2. RPA Uygulamalar\u0131<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-10\" href=\"https:\/\/www.zaptest.com\/tr\/rpa-ve-yapay-zeka-farkliliklar-ortak-noktalar-araclar-ve-kesismeler-ortusmeler\/#Yapay_zeka_ve_RPA_Farkliliklar_ve_benzerlikler\" >Yapay zeka ve RPA: Farkl\u0131l\u0131klar ve benzerlikler<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-11\" href=\"https:\/\/www.zaptest.com\/tr\/rpa-ve-yapay-zeka-farkliliklar-ortak-noktalar-araclar-ve-kesismeler-ortusmeler\/#Yapay_zeka_ve_RPA_arasindaki_fark_nedir\" >Yapay zeka ve RPA aras\u0131ndaki fark nedir?<\/a><ul class='ez-toc-list-level-4' ><li class='ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-12\" href=\"https:\/\/www.zaptest.com\/tr\/rpa-ve-yapay-zeka-farkliliklar-ortak-noktalar-araclar-ve-kesismeler-ortusmeler\/#1_Gelisim\" >1. Geli\u015fim<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-13\" href=\"https:\/\/www.zaptest.com\/tr\/rpa-ve-yapay-zeka-farkliliklar-ortak-noktalar-araclar-ve-kesismeler-ortusmeler\/#2_Dusunmeye_karsi_yapmak\" >2. D\u00fc\u015f\u00fcnmeye kar\u015f\u0131 yapmak<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-14\" href=\"https:\/\/www.zaptest.com\/tr\/rpa-ve-yapay-zeka-farkliliklar-ortak-noktalar-araclar-ve-kesismeler-ortusmeler\/#3_Giris_engeli\" >3. Giri\u015f engeli<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-15\" href=\"https:\/\/www.zaptest.com\/tr\/rpa-ve-yapay-zeka-farkliliklar-ortak-noktalar-araclar-ve-kesismeler-ortusmeler\/#4_Calisma_ortamlarinda_uygulama\" >4. \u00c7al\u0131\u015fma ortamlar\u0131nda uygulama<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-16\" href=\"https:\/\/www.zaptest.com\/tr\/rpa-ve-yapay-zeka-farkliliklar-ortak-noktalar-araclar-ve-kesismeler-ortusmeler\/#Yapay_zeka_ve_RPA_arasindaki_benzerlikler_nelerdir\" >Yapay zeka ve RPA aras\u0131ndaki benzerlikler nelerdir?<\/a><ul class='ez-toc-list-level-4' ><li class='ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-17\" href=\"https:\/\/www.zaptest.com\/tr\/rpa-ve-yapay-zeka-farkliliklar-ortak-noktalar-araclar-ve-kesismeler-ortusmeler\/#1_Otomat\" >1. Otomat<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-18\" href=\"https:\/\/www.zaptest.com\/tr\/rpa-ve-yapay-zeka-farkliliklar-ortak-noktalar-araclar-ve-kesismeler-ortusmeler\/#2_Entegrasyon\" >2. Entegrasyon<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-19\" href=\"https:\/\/www.zaptest.com\/tr\/rpa-ve-yapay-zeka-farkliliklar-ortak-noktalar-araclar-ve-kesismeler-ortusmeler\/#3_Hata_azaltma\" >3. Hata azaltma<\/a><\/li><\/ul><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-20\" href=\"https:\/\/www.zaptest.com\/tr\/rpa-ve-yapay-zeka-farkliliklar-ortak-noktalar-araclar-ve-kesismeler-ortusmeler\/#Yapay_zeka_ve_RPA_Guclu_ve_zayif_yonler\" >Yapay zeka ve RPA: G\u00fc\u00e7l\u00fc ve zay\u0131f y\u00f6nler<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-21\" href=\"https:\/\/www.zaptest.com\/tr\/rpa-ve-yapay-zeka-farkliliklar-ortak-noktalar-araclar-ve-kesismeler-ortusmeler\/#1_Yapay_zekanin_guclu_ve_zayif_yonleri\" >1. Yapay zekan\u0131n g\u00fc\u00e7l\u00fc ve zay\u0131f y\u00f6nleri<\/a><ul class='ez-toc-list-level-4' ><li class='ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-22\" href=\"https:\/\/www.zaptest.com\/tr\/rpa-ve-yapay-zeka-farkliliklar-ortak-noktalar-araclar-ve-kesismeler-ortusmeler\/#Yapay_Zekanin_Guclu_Yonleri\" >Yapay Zekan\u0131n G\u00fc\u00e7l\u00fc Y\u00f6nleri<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-23\" href=\"https:\/\/www.zaptest.com\/tr\/rpa-ve-yapay-zeka-farkliliklar-ortak-noktalar-araclar-ve-kesismeler-ortusmeler\/#Yapay_zeka_zayifliklari\" >Yapay zeka zay\u0131fl\u0131klar\u0131<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-24\" href=\"https:\/\/www.zaptest.com\/tr\/rpa-ve-yapay-zeka-farkliliklar-ortak-noktalar-araclar-ve-kesismeler-ortusmeler\/#2_RPAnin_guclu_ve_zayif_yonleri\" >2. RPA&#8217;n\u0131n g\u00fc\u00e7l\u00fc ve zay\u0131f y\u00f6nleri<\/a><ul class='ez-toc-list-level-4' ><li class='ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-25\" href=\"https:\/\/www.zaptest.com\/tr\/rpa-ve-yapay-zeka-farkliliklar-ortak-noktalar-araclar-ve-kesismeler-ortusmeler\/#RPAnin_Guclu_Yonleri\" >RPA&#8217;n\u0131n G\u00fc\u00e7l\u00fc Y\u00f6nleri<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-26\" href=\"https:\/\/www.zaptest.com\/tr\/rpa-ve-yapay-zeka-farkliliklar-ortak-noktalar-araclar-ve-kesismeler-ortusmeler\/#RPA_zayifliklari\" >RPA zay\u0131fl\u0131klar\u0131<\/a><\/li><\/ul><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-27\" href=\"https:\/\/www.zaptest.com\/tr\/rpa-ve-yapay-zeka-farkliliklar-ortak-noktalar-araclar-ve-kesismeler-ortusmeler\/#RPA_ve_yapay_zeka_vaka_calismalari\" >RPA ve yapay zeka vaka \u00e7al\u0131\u015fmalar\u0131<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-28\" href=\"https:\/\/www.zaptest.com\/tr\/rpa-ve-yapay-zeka-farkliliklar-ortak-noktalar-araclar-ve-kesismeler-ortusmeler\/#1_RPA_vaka_calismasi\" >1. RPA vaka \u00e7al\u0131\u015fmas\u0131<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-29\" href=\"https:\/\/www.zaptest.com\/tr\/rpa-ve-yapay-zeka-farkliliklar-ortak-noktalar-araclar-ve-kesismeler-ortusmeler\/#2_RPA_Yapay_Zeka_vaka_calismasi\" >2. RPA Yapay Zeka vaka \u00e7al\u0131\u015fmas\u0131<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-30\" href=\"https:\/\/www.zaptest.com\/tr\/rpa-ve-yapay-zeka-farkliliklar-ortak-noktalar-araclar-ve-kesismeler-ortusmeler\/#RPA_ve_yapay_zeka_arasinda_nasil_secim_yapmali\" >RPA ve yapay zeka aras\u0131nda nas\u0131l se\u00e7im yapmal\u0131?<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-31\" href=\"https:\/\/www.zaptest.com\/tr\/rpa-ve-yapay-zeka-farkliliklar-ortak-noktalar-araclar-ve-kesismeler-ortusmeler\/#Senaryo_1\" >Senaryo 1<\/a><ul class='ez-toc-list-level-4' ><li class='ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-32\" href=\"https:\/\/www.zaptest.com\/tr\/rpa-ve-yapay-zeka-farkliliklar-ortak-noktalar-araclar-ve-kesismeler-ortusmeler\/#RPA_kullanin\" >RPA kullan\u0131n<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-33\" href=\"https:\/\/www.zaptest.com\/tr\/rpa-ve-yapay-zeka-farkliliklar-ortak-noktalar-araclar-ve-kesismeler-ortusmeler\/#Senaryo_2\" >Senaryo 2<\/a><ul class='ez-toc-list-level-4' ><li class='ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-34\" href=\"https:\/\/www.zaptest.com\/tr\/rpa-ve-yapay-zeka-farkliliklar-ortak-noktalar-araclar-ve-kesismeler-ortusmeler\/#Yapay_zeka_kullanin\" >Yapay zeka kullan\u0131n<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-35\" href=\"https:\/\/www.zaptest.com\/tr\/rpa-ve-yapay-zeka-farkliliklar-ortak-noktalar-araclar-ve-kesismeler-ortusmeler\/#Surec_otomasyonu_kontrol_listesi_icin_RPA_ne_zaman_kullanilmali_ve_yapay_zeka_ne_zaman_kullanilmali\" >S\u00fcre\u00e7 otomasyonu kontrol listesi i\u00e7in RPA ne zaman kullan\u0131lmal\u0131 ve yapay zeka ne zaman kullan\u0131lmal\u0131<\/a><ul class='ez-toc-list-level-4' ><li class='ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-36\" href=\"https:\/\/www.zaptest.com\/tr\/rpa-ve-yapay-zeka-farkliliklar-ortak-noktalar-araclar-ve-kesismeler-ortusmeler\/#RPA_kullanin-2\" >RPA kullan\u0131n:<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-37\" href=\"https:\/\/www.zaptest.com\/tr\/rpa-ve-yapay-zeka-farkliliklar-ortak-noktalar-araclar-ve-kesismeler-ortusmeler\/#Yapay_zekayi_kullan\" >Yapay zekay\u0131 kullan:<\/a><\/li><\/ul><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-38\" href=\"https:\/\/www.zaptest.com\/tr\/rpa-ve-yapay-zeka-farkliliklar-ortak-noktalar-araclar-ve-kesismeler-ortusmeler\/#Yapay_zeka_RPAnin_yerini_alacak_mi\" >Yapay zeka RPA&#8217;n\u0131n yerini alacak m\u0131?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-39\" href=\"https:\/\/www.zaptest.com\/tr\/rpa-ve-yapay-zeka-farkliliklar-ortak-noktalar-araclar-ve-kesismeler-ortusmeler\/#Yapay_Zeka_ve_RPAnin_Birlestigi_Nokta\" >Yapay Zeka ve RPA&#8217;n\u0131n Birle\u015fti\u011fi Nokta<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-40\" href=\"https:\/\/www.zaptest.com\/tr\/rpa-ve-yapay-zeka-farkliliklar-ortak-noktalar-araclar-ve-kesismeler-ortusmeler\/#Test_otomasyonu_yapay_zeka_ve_RPA_ile_nasil_gelistirilir\" >Test otomasyonu yapay zeka ve RPA ile nas\u0131l geli\u015ftirilir?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-41\" href=\"https:\/\/www.zaptest.com\/tr\/rpa-ve-yapay-zeka-farkliliklar-ortak-noktalar-araclar-ve-kesismeler-ortusmeler\/#2023un_en_iyi_test_otomasyon_araclari\" >2023&#8217;\u00fcn en iyi test otomasyon ara\u00e7lar\u0131<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-42\" href=\"https:\/\/www.zaptest.com\/tr\/rpa-ve-yapay-zeka-farkliliklar-ortak-noktalar-araclar-ve-kesismeler-ortusmeler\/#Autify\" >Autify<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-43\" href=\"https:\/\/www.zaptest.com\/tr\/rpa-ve-yapay-zeka-farkliliklar-ortak-noktalar-araclar-ve-kesismeler-ortusmeler\/#AvoAssure\" >AvoAssure<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-44\" href=\"https:\/\/www.zaptest.com\/tr\/rpa-ve-yapay-zeka-farkliliklar-ortak-noktalar-araclar-ve-kesismeler-ortusmeler\/#Selvi\" >Selvi<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-45\" href=\"https:\/\/www.zaptest.com\/tr\/rpa-ve-yapay-zeka-farkliliklar-ortak-noktalar-araclar-ve-kesismeler-ortusmeler\/#testRigor\" >testRigor<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-46\" href=\"https:\/\/www.zaptest.com\/tr\/rpa-ve-yapay-zeka-farkliliklar-ortak-noktalar-araclar-ve-kesismeler-ortusmeler\/#Oyun_Yazari\" >Oyun Yazar\u0131<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-47\" href=\"https:\/\/www.zaptest.com\/tr\/rpa-ve-yapay-zeka-farkliliklar-ortak-noktalar-araclar-ve-kesismeler-ortusmeler\/#Yapay_zeka_ve_RPAnin_gelecegi\" >Yapay zeka ve RPA&#8217;n\u0131n gelece\u011fi<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-48\" href=\"https:\/\/www.zaptest.com\/tr\/rpa-ve-yapay-zeka-farkliliklar-ortak-noktalar-araclar-ve-kesismeler-ortusmeler\/#Yapay_zekaya_karsi_RPA_Son_dusunceler\" >Yapay zekaya kar\u015f\u0131 RPA: Son d\u00fc\u015f\u00fcnceler<\/a><\/li><\/ul><\/nav><\/div>\n<h2><span class=\"ez-toc-section\" id=\"RPA_ve_Yapay_Zeka_Tanimlari\"><\/span><strong>RPA ve Yapay Zeka Tan\u0131mlar\u0131<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">\u0130lgili uygulamalara ve kullan\u0131m durumlar\u0131na girmeden \u00f6nce <\/span><a href=\"https:\/\/www.zaptest.com\/rpa\"><br \/>\n  <span style=\"font-weight: 400;\">Robotik S\u00fcre\u00e7 Otomasyonu (RPA)<\/span><br \/>\n<\/a><span style=\"font-weight: 400;\"> ve Yapay Zeka (YZ) kavramlar\u0131 aras\u0131ndaki ili\u015fkiyi ele al\u0131rken, her iki kavram\u0131 da tan\u0131mlarla temellendirmekte fayda var. <\/span> <\/p>\n<p>&nbsp;<\/p>\n<h3 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"1_RPA_nedir\"><\/span><strong>1. RPA nedir?<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><img data-dominant-color=\"5d7c94\" data-has-transparency=\"false\" style=\"--dominant-color: #5d7c94;\" decoding=\"async\" class=\"aligncenter wp-image-64176 not-transparent\" src=\"https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/08\/10-Processes-Applications-Operations-RPA-Robotic-Process-Automation-Can-Handle-and-Automate--1024x576.webp\" alt=\"10 S\u00fcre\u00e7, Uygulama ve \u0130\u015flem RPA (Robotik S\u00fcre\u00e7 Otomasyonu) Taraf\u0131ndan Ele Al\u0131nabilir ve Otomatikle\u015ftirilebilir!\" width=\"512\" height=\"288\" srcset=\"https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/08\/10-Processes-Applications-Operations-RPA-Robotic-Process-Automation-Can-Handle-and-Automate--1024x576.webp 1024w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/08\/10-Processes-Applications-Operations-RPA-Robotic-Process-Automation-Can-Handle-and-Automate--300x169.webp 300w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/08\/10-Processes-Applications-Operations-RPA-Robotic-Process-Automation-Can-Handle-and-Automate--768x432.webp 768w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/08\/10-Processes-Applications-Operations-RPA-Robotic-Process-Automation-Can-Handle-and-Automate--1536x864.webp 1536w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/08\/10-Processes-Applications-Operations-RPA-Robotic-Process-Automation-Can-Handle-and-Automate--1080x608.webp 1080w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/08\/10-Processes-Applications-Operations-RPA-Robotic-Process-Automation-Can-Handle-and-Automate--1280x720.webp 1280w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/08\/10-Processes-Applications-Operations-RPA-Robotic-Process-Automation-Can-Handle-and-Automate--980x551.webp 980w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/08\/10-Processes-Applications-Operations-RPA-Robotic-Process-Automation-Can-Handle-and-Automate--480x270.webp 480w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/08\/10-Processes-Applications-Operations-RPA-Robotic-Process-Automation-Can-Handle-and-Automate--jpeg.webp 1920w\" sizes=\"(max-width: 512px) 100vw, 512px\" \/><\/p>\n<p><span style=\"font-weight: 400;\">Robotik S\u00fcre\u00e7 Otomasyonu (RPA), \u00f6ng\u00f6r\u00fclebilir, kural tabanl\u0131 i\u015f s\u00fcre\u00e7lerinin otomatikle\u015ftirilmesine yard\u0131mc\u0131 olan bir dizi teknolojidir.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u0130\u015f ak\u0131\u015flar\u0131 bir\u00e7ok g\u00f6revden olu\u015fur. Bu g\u00f6revlerden baz\u0131lar\u0131 insan\u0131n karar vermesini ve muhakeme yapmas\u0131n\u0131 gerektirir. Bununla birlikte, bir\u00e7o\u011fu tekrarlanabilir ve \u00f6ng\u00f6r\u00fclebilirdir. RPA&#8217;n\u0131n otomatikle\u015ftirmek i\u00e7in kullan\u0131ld\u0131\u011f\u0131 bu ikinci kategoridir.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Bug\u00fcn sevdi\u011fimiz ve kulland\u0131\u011f\u0131m\u0131z yaz\u0131l\u0131mlar\u0131n \u00e7o\u011fu kural tabanl\u0131d\u0131r. Bilgisayarlar, iyi tan\u0131mlanm\u0131\u015f emirleri hem h\u0131z hem de do\u011frulukla yerine getirme konusunda m\u00fckemmeldir. Onlara do\u011fru talimatlar\u0131 verdi\u011fimiz s\u00fcrece, durmaks\u0131z\u0131n bilgiyi i\u015fleyebilir ve g\u00f6revleri yerine getirebilirler.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">RPA da ayn\u0131 \u015fekilde. Ancak, \u00fcst\u00fcn oldu\u011fu ve i\u015fletmelere yard\u0131mc\u0131 oldu\u011fu nokta, ayn\u0131 i\u015flevleri farkl\u0131 uygulamalar, sistemler ve veritabanlar\u0131 aras\u0131nda geni\u015fletmektir. K\u0131sacas\u0131, RPA \u00e7e\u015fitli uygulamalarla bir insan\u0131n yapt\u0131\u011f\u0131 \u015fekilde etkile\u015fime girer. \u0130nsan-bilgisayar etkile\u015fimleri s\u0131ras\u0131nda meydana gelen t\u0131klamalar\u0131, tu\u015f vuru\u015flar\u0131n\u0131 ve fare hareketlerini taklit edebilir ve bu eylemleri bir tetikleyici veya belirli bir ko\u015ful kar\u015f\u0131land\u0131\u011f\u0131nda konu\u015fland\u0131r\u0131lan bir dizi ad\u0131m olarak ezberleyebilir.  <\/span><\/p>\n<p>&nbsp;<\/p>\n<h4><span class=\"ez-toc-section\" id=\"RPA_teknolojisi_ornekleri\"><\/span><strong>RPA teknolojisi \u00f6rnekleri<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">API entegrasyonu<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Platformlar aras\u0131 komut dosyas\u0131 olu\u015fturma<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u00c7apraz uygulama komut dosyas\u0131 olu\u015fturma<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Dijital robotlar veya &#8220;botlar&#8221;<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">GUI kay\u0131t ara\u00e7lar\u0131<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Kodsuz aray\u00fczler<\/span><\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h3 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"2_Yapay_zeka_nedir\"><\/span><strong>2. Yapay zeka nedir?  <\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><img data-dominant-color=\"6e5b4c\" data-has-transparency=\"false\" style=\"--dominant-color: #6e5b4c;\" decoding=\"async\" class=\"aligncenter wp-image-62581 not-transparent\" src=\"https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/07\/RPA-Robotic-Process-Automation-Definition-Meaning-what-is-iot-and-more-1024x683.webp\" alt=\"RPA (Robotik S\u00fcre\u00e7 Otomasyonu) - Tan\u0131m\u0131, Anlam\u0131, iot nedir ve daha fazlas\u0131\" width=\"479\" height=\"319\" srcset=\"https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/07\/RPA-Robotic-Process-Automation-Definition-Meaning-what-is-iot-and-more-1024x683.webp 1024w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/07\/RPA-Robotic-Process-Automation-Definition-Meaning-what-is-iot-and-more-300x200.webp 300w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/07\/RPA-Robotic-Process-Automation-Definition-Meaning-what-is-iot-and-more-768x512.webp 768w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/07\/RPA-Robotic-Process-Automation-Definition-Meaning-what-is-iot-and-more-1536x1024.webp 1536w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/07\/RPA-Robotic-Process-Automation-Definition-Meaning-what-is-iot-and-more-2048x1365.webp 2048w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/07\/RPA-Robotic-Process-Automation-Definition-Meaning-what-is-iot-and-more-1080x720.webp 1080w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/07\/RPA-Robotic-Process-Automation-Definition-Meaning-what-is-iot-and-more-1280x854.webp 1280w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/07\/RPA-Robotic-Process-Automation-Definition-Meaning-what-is-iot-and-more-980x653.webp 980w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/07\/RPA-Robotic-Process-Automation-Definition-Meaning-what-is-iot-and-more-480x320.webp 480w\" sizes=\"(max-width: 479px) 100vw, 479px\" \/><\/p>\n<p><span style=\"font-weight: 400;\">Yapay Zeka (YZ), insan bili\u015fini taklit eden bir dizi teknolojidir. Bu zihinsel g\u00f6revlerden baz\u0131lar\u0131 \u00f6\u011frenme, ak\u0131l y\u00fcr\u00fctme, kendini d\u00fczeltme, nesne tan\u0131ma, karar verme ve tahminleri i\u00e7erir. Bilgisayar biliminin bu dal\u0131 1950&#8217;lerden beri var olsa da, son on ila on be\u015f y\u0131lda ciddi ilerlemeler kaydetti.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Yapay zeka her yerde kullan\u0131l\u0131yor. \u00dcretken yapay zeka, s\u00fcr\u00fcc\u00fcs\u00fcz arabalar ve Siri ve Alexa gibi sanal asistanlar man\u015fetlerde yer alsa da, tahmine dayal\u0131 metin, siber g\u00fcvenlik, doland\u0131r\u0131c\u0131l\u0131ktan korunma, arama motorlar\u0131, ki\u015fiselle\u015ftirilmi\u015f pazarlama ve \u00f6neriler ve veri analizi gibi daha yavan ama pratik uygulamalara da g\u00fc\u00e7 veriyor.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u015eu anda sahip oldu\u011fumuz yapay zeka tipik olarak Dar Yapay Zeka olarak adland\u0131r\u0131l\u0131yor. K\u0131sacas\u0131, dar alanlarda insan zekas\u0131n\u0131 taklit eder &#8211; \u00f6rne\u011fin Deepmind&#8217;\u0131n AlphaGo&#8217;su veya \u00e7e\u015fitli konu\u015fma tan\u0131ma yaz\u0131l\u0131mlar\u0131. Bununla birlikte, gelecekte yapay zekan\u0131n uzmanla\u015fmadan daha geni\u015f bir g\u00f6rev yelpazesinin \u00fcstesinden gelebilecek daha genel bir zekaya ge\u00e7ece\u011fi tahmin edilmektedir.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h4><span class=\"ez-toc-section\" id=\"Yapay_zeka_teknolojisi_ornekleri\"><\/span><strong>Yapay zeka teknolojisi \u00f6rnekleri<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Do\u011fal dil i\u015fleme<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Makine \u00f6\u011frenimi<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Derin \u00f6\u011frenme<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Bilgisayarla g\u00f6rme teknolojisi<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Tahmine dayal\u0131 analiz<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u00dcretken Yapay Zeka<\/span><\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"3_RPA_vs_Yapay_Zeka_vs_Makine_Ogrenimi\"><\/span><strong>3. RPA vs Yapay Zeka vs Makine \u00d6\u011frenimi<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Bu teknolojiler aras\u0131nda \u00f6nemli miktarda kafa kar\u0131\u015f\u0131kl\u0131\u011f\u0131 var ve baz\u0131 insanlar robotik s\u00fcre\u00e7 otomasyonu ile makine \u00f6\u011frenimi aras\u0131ndaki ili\u015fkiyi merak ediyor.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">A\u00e7\u0131kl\u0131k getirmek ad\u0131na, makine \u00f6\u011frenimi (ML) bir yapay zeka t\u00fcr\u00fcd\u00fcr. Bu teknoloji, b\u00fcy\u00fck veri setlerindeki \u00f6r\u00fcnt\u00fcleri bulmak i\u00e7in algoritmalar ve istatistiksel modeller kullan\u0131r. Buradan de\u011ferli i\u00e7g\u00f6r\u00fcler \u00e7\u0131karabilir veya tahminlerde bulunabilir. Robotik S\u00fcre\u00e7 Otomasyonu ile Makine \u00d6\u011frenimi aras\u0131ndaki temel fark, RPA&#8217;n\u0131n a\u00e7\u0131k\u00e7a y\u00f6nlendirilmesi, makine \u00f6\u011freniminin ise kendi veri i\u015fleme y\u00f6ntemlerini ke\u015ffetmesi i\u00e7in serbest b\u0131rak\u0131lmas\u0131d\u0131r.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Robotik s\u00fcre\u00e7 otomasyonu makine \u00f6\u011frenimi, RPA ara\u00e7lar\u0131 yapay zeka ile desteklendi\u011finde m\u00fcmk\u00fcnd\u00fcr. Sonu\u00e7 olarak, RPA ve Makine \u00d6\u011frenimi birlikte kullan\u0131ld\u0131\u011f\u0131nda otomasyon alan\u0131ndaki en heyecan verici ufuklardan birini olu\u015fturuyor.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"Yapay_Zeka_ve_RPA_Uygulamalari\"><\/span><strong>Yapay Zeka ve RPA Uygulamalar\u0131<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><img data-dominant-color=\"7f736b\" data-has-transparency=\"false\" style=\"--dominant-color: #7f736b;\" decoding=\"async\" class=\"aligncenter wp-image-63862 not-transparent\" src=\"https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/08\/use-of-rpa-in-logistics-1024x683.webp\" alt=\"loji\u0307sti\u0307kte rpa kullanimi\" width=\"506\" height=\"337\" srcset=\"https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/08\/use-of-rpa-in-logistics-1024x683.webp 1024w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/08\/use-of-rpa-in-logistics-300x200.webp 300w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/08\/use-of-rpa-in-logistics-768x512.webp 768w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/08\/use-of-rpa-in-logistics-1536x1024.webp 1536w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/08\/use-of-rpa-in-logistics-1080x720.webp 1080w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/08\/use-of-rpa-in-logistics-1280x853.webp 1280w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/08\/use-of-rpa-in-logistics-980x653.webp 980w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/08\/use-of-rpa-in-logistics-480x320.webp 480w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/08\/use-of-rpa-in-logistics-jpeg.webp 1920w\" sizes=\"(max-width: 506px) 100vw, 506px\" \/><\/p>\n<p><span style=\"font-weight: 400;\">Y\u00fczey seviyesinde, RPA ve yapay zeka, teknolojinin i\u015f ortamlar\u0131nda nas\u0131l uyguland\u0131\u011f\u0131 konusunda bir\u00e7ok benzerli\u011fe sahiptir. Her iki ara\u00e7 da insan \u00e7al\u0131\u015fanlar\u0131n\u0131 geni\u015fletme ve art\u0131rma ve i\u015fletmelerin daha fazla \u00fcretkenlik, do\u011fruluk ve verimlilik elde etmesine olanak sa\u011flama ile ilgilidir.  <\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"1_Yapay_Zeka_Uygulamalari\"><\/span><strong>1. Yapay Zeka Uygulamalar\u0131<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Yapay zeka, \u00e7ok \u00e7e\u015fitli sekt\u00f6rlerde, a\u015fa\u011f\u0131dakiler de dahil olmak \u00fczere \u00e7e\u015fitli dikkat \u00e7ekici \u015fekillerde kullan\u0131lmaktad\u0131r:<\/span><\/p>\n<p>&nbsp;<\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Tahmine dayal\u0131 analiz<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Otonom ara\u00e7lar<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Y\u00fcz tan\u0131ma yaz\u0131l\u0131m\u0131<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Siber G\u00fcvenlik  <\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Ki\u015fiselle\u015ftirme<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Pazarlama otomasyonu<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Farmas\u00f6tik ila\u00e7 tasar\u0131m\u0131<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Doland\u0131r\u0131c\u0131l\u0131k tespiti<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">M\u00fc\u015fteri hizmetleri sohbet robotlar\u0131<\/span><\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"2_RPA_Uygulamalari\"><\/span><strong>2. RPA Uygulamalar\u0131<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p><a href=\"https:\/\/www.zaptest.com\/tr\/robotik-surec-otomasyonu-rpa-icin-eksiksiz-bir-kilavuz\"><br \/>\n  <span style=\"font-weight: 400;\">RPA<\/span><br \/>\n<\/a><span style=\"font-weight: 400;\"> gibi \u00e7e\u015fitli i\u015fleri ger\u00e7ekle\u015ftirebildi\u011fi i\u00e7in i\u015f d\u00fcnyas\u0131nda yayg\u0131n bir \u015fekilde benimsenmi\u015ftir:<\/span><\/p>\n<p>&nbsp;<\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">M\u00fc\u015fteri ve \u00e7al\u0131\u015fan i\u015fe al\u0131m\u0131<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Rapor olu\u015fturma<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Veri giri\u015fi ve ta\u015f\u0131ma<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Otomatik yaz\u0131l\u0131m testi<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0130stihdam veya kredi kontrolleri<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Ba\u015fvuru takip sistemleri<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">KYC otomasyonu<\/span><\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Yapay zeka ve RPA&#8217;n\u0131n bu uygulamalar\u0131 buzda\u011f\u0131n\u0131n sadece g\u00f6r\u00fcnen k\u0131sm\u0131. Her iki teknoloji de verimlilik ve do\u011fruluk sa\u011flamak amac\u0131yla say\u0131s\u0131z g\u00f6revin otomatikle\u015ftirilmesine yard\u0131mc\u0131 olmak i\u00e7in kurumlar taraf\u0131ndan benimsenmi\u015ftir.  <\/span><\/p>\n<p>&nbsp;<\/p>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"Yapay_zeka_ve_RPA_Farkliliklar_ve_benzerlikler\"><\/span><strong>Yapay zeka ve RPA: Farkl\u0131l\u0131klar ve benzerlikler<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><img data-dominant-color=\"6b7666\" data-has-transparency=\"false\" style=\"--dominant-color: #6b7666;\" decoding=\"async\" class=\"aligncenter wp-image-63782 not-transparent\" src=\"https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/08\/use-of-rpa-in-real-estate-1024x727.webp\" alt=\"gayri\u0307menkulde rpa kullanimi\" width=\"547\" height=\"388\" srcset=\"https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/08\/use-of-rpa-in-real-estate-1024x727.webp 1024w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/08\/use-of-rpa-in-real-estate-300x213.webp 300w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/08\/use-of-rpa-in-real-estate-768x546.webp 768w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/08\/use-of-rpa-in-real-estate-1536x1091.webp 1536w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/08\/use-of-rpa-in-real-estate-400x284.webp 400w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/08\/use-of-rpa-in-real-estate-1080x767.webp 1080w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/08\/use-of-rpa-in-real-estate-1280x909.webp 1280w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/08\/use-of-rpa-in-real-estate-980x696.webp 980w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/08\/use-of-rpa-in-real-estate-480x341.webp 480w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/08\/use-of-rpa-in-real-estate-jpeg.webp 1920w\" sizes=\"(max-width: 547px) 100vw, 547px\" \/><\/p>\n<p><span style=\"font-weight: 400;\">RPA ve AI aras\u0131nda \u00e7ok fazla ge\u00e7i\u015f var, ancak bilmeniz gereken baz\u0131 temel farkl\u0131l\u0131klar var.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"Yapay_zeka_ve_RPA_arasindaki_fark_nedir\"><\/span><strong>Yapay zeka ve RPA aras\u0131ndaki fark nedir?<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<h4><span class=\"ez-toc-section\" id=\"1_Gelisim\"><\/span><strong>1. Geli\u015fim<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Yapay zeka ve RPA&#8217;y\u0131 de\u011ferlendirmenin en iyi yollar\u0131ndan biri, her bir yaz\u0131l\u0131m\u0131n arkas\u0131ndaki farkl\u0131 geli\u015ftirme s\u00fcre\u00e7leridir.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">RPA s\u00fcre\u00e7 odakl\u0131d\u0131r. Geli\u015ftiriciler otomatikle\u015ftirmek istedikleri g\u00f6revlerin haritas\u0131n\u0131 \u00e7\u0131kar\u0131r ve ad\u0131mlar\u0131 g\u00f6revleri yerine getiren bir bilgisayar komut dosyas\u0131na d\u00f6n\u00fc\u015ft\u00fcr\u00fcr.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Yapay zeka veri odakl\u0131d\u0131r. \u00c7\u0131kt\u0131lar \u00fcretmek \u00fczere e\u011fitilen b\u00fcy\u00fck veri k\u00fcmelerindeki kal\u0131plar\u0131 bulmak i\u00e7in makine \u00f6\u011frenimini kullan\u0131r. Bu algoritmalar iyi \u00e7al\u0131\u015ft\u0131\u011f\u0131nda, yeni girdiler alabilir ve sorular\u0131 yan\u0131tlamak, tahminlerde bulunmak veya eylemleri tetiklemek i\u00e7in yeni verileri i\u015fleyebilirler.  <\/span><\/p>\n<p>&nbsp;<\/p>\n<h4><span class=\"ez-toc-section\" id=\"2_Dusunmeye_karsi_yapmak\"><\/span><strong>2. D\u00fc\u015f\u00fcnmeye kar\u015f\u0131 yapmak<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Yapay zeka ile otomasyon aras\u0131ndaki fark\u0131 ifade etmenin bir yolu, d\u00fc\u015f\u00fcnmek ile yapmak aras\u0131ndaki fark\u0131 kar\u015f\u0131la\u015ft\u0131rmakt\u0131r.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">RPA, g\u00f6revlerini sad\u0131k bir beygir gibi yerine getirir. D\u00fc\u015f\u00fcnmesi gerekmez; sadece yapmas\u0131 gerekir.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Buna kar\u015f\u0131l\u0131k, yapay zeka insan d\u00fc\u015f\u00fcncesine benzer bili\u015fsel s\u00fcre\u00e7ler kullan\u0131r. Anlam \u00e7\u0131karmak i\u00e7in e-postalar\u0131 ve di\u011fer yap\u0131land\u0131r\u0131lmam\u0131\u015f veri bi\u00e7imlerini okuyabilir veya i\u00e7g\u00f6r\u00fcleri ve hatta tahminleri ortaya \u00e7\u0131karmak i\u00e7in verilerdeki kal\u0131plar\u0131 bulabilir. Dahas\u0131, Yapay Zeka ara\u00e7lar\u0131 Makine \u00d6\u011frenimi sayesinde s\u00fcrekli olarak yeni bilgileri \u00f6z\u00fcmseyebilir, senaryolardan \u00f6\u011frenebilir ve zaman i\u00e7inde geli\u015febilir.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h4><span class=\"ez-toc-section\" id=\"3_Giris_engeli\"><\/span><strong>3. Giri\u015f engeli<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">RPA, uygun maliyetli, h\u0131zl\u0131 uygulanabilir ve d\u00fc\u015f\u00fck \u00f6\u011frenme e\u011frisine sahip oldu\u011fu i\u00e7in yayg\u0131n bir \u015fekilde benimsenmi\u015ftir.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">Buna kar\u015f\u0131l\u0131k yapay zeka son derece tekniktir, e\u011fitilmesi zordur ve b\u00fcy\u00fck \u00f6l\u00e7\u00fcde devasa veri setlerine dayanmas\u0131 nedeniyle pahal\u0131d\u0131r.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h4><span class=\"ez-toc-section\" id=\"4_Calisma_ortamlarinda_uygulama\"><\/span><strong>4. \u00c7al\u0131\u015fma ortamlar\u0131nda uygulama<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">RPA&#8217;n\u0131n veri giri\u015fi, web sitesi kaz\u0131ma ve fatura i\u015fleme gibi \u00e7e\u015fitli kullan\u0131m alanlar\u0131 vard\u0131r. Ancak, \u00e7ok kesin ad\u0131mlar\u0131 olan \u00f6ng\u00f6r\u00fclebilir g\u00f6revler i\u00e7in en uygun y\u00f6ntemdir.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u00d6te yandan, yapay zeka karma\u015f\u0131k veri i\u015fleme, ak\u0131ll\u0131 karar verme ve hatta i\u00e7erik olu\u015fturma gibi daha geni\u015f bir g\u00f6rev yelpazesini yerine getirebilir.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"Yapay_zeka_ve_RPA_arasindaki_benzerlikler_nelerdir\"><\/span><strong>Yapay zeka ve RPA aras\u0131ndaki benzerlikler nelerdir?<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<h4><span class=\"ez-toc-section\" id=\"1_Otomat\"><\/span><strong>1. Otomat<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Hem RPA hem de AI, geleneksel olarak insan operat\u00f6rler taraf\u0131ndan ger\u00e7ekle\u015ftirilen g\u00f6revleri otomatikle\u015ftirir. Farkl\u0131 teknolojiler kullansalar ve g\u00f6revlerini kendi y\u00f6ntemleriyle yerine getirseler de, her ikisi de insan \u00e7al\u0131\u015fanlar\u0131n y\u00fck\u00fcn\u00fc azalt\u0131yor.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u00d6zetle, her iki ara\u00e7 da hem insan eme\u011finin yerini alabilmekte hem de bilgi teknolojisi g\u00f6revlerini makinele\u015ftirerek insan \u00e7al\u0131\u015fanlar\u0131n\u0131 destekleyebilmektedir.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h4><span class=\"ez-toc-section\" id=\"2_Entegrasyon\"><\/span><strong>2. Entegrasyon<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">RPA ve yapay zeka, mevcut i\u015f sistemleriyle entegre olarak yeteneklerini geni\u015fletebilir, i\u015fletmeleri daha verimli hale getirebilir ve hatta eski sistemlerin \u00f6mr\u00fcn\u00fc uzatabilir.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h4><span class=\"ez-toc-section\" id=\"3_Hata_azaltma\"><\/span><strong>3. Hata azaltma<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Hem yapay zeka hem de RPA, insan hatalar\u0131yla m\u00fccadelede \u00f6nemli oyunculard\u0131r. \u0130\u015fletmeler, i\u015f s\u00fcre\u00e7lerini mekanik hale getirerek \u00f6nlenebilir hatalardan kaynaklanan parasal ve itibar maliyetlerini azaltabilir,<\/span><\/p>\n<p>&nbsp;<\/p>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"Yapay_zeka_ve_RPA_Guclu_ve_zayif_yonler\"><\/span><strong>Yapay zeka ve RPA: G\u00fc\u00e7l\u00fc ve zay\u0131f y\u00f6nler<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><img decoding=\"async\" class=\"aligncenter wp-image-59582\" src=\"https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/05\/img80.png\" alt=\"alfa testi vs beta testi\" width=\"204\" height=\"341\" srcset=\"https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/05\/img80.png 479w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/05\/img80-180x300.png 180w\" sizes=\"(max-width: 204px) 100vw, 204px\" \/><\/p>\n<p><span style=\"font-weight: 400;\">Hi\u00e7bir ara\u00e7 m\u00fckemmel de\u011fildir. Otomasyonun avantajlar\u0131ndan yararlanmak istiyorsan\u0131z, RPA ve yapay zekan\u0131n g\u00fc\u00e7l\u00fc ve zay\u0131f y\u00f6nlerini anlaman\u0131z gerekir.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"1_Yapay_zekanin_guclu_ve_zayif_yonleri\"><\/span><strong>1. Yapay zekan\u0131n g\u00fc\u00e7l\u00fc ve zay\u0131f y\u00f6nleri<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Otomasyon i\u00e7in yapay zekan\u0131n baz\u0131 art\u0131lar\u0131n\u0131 ve eksilerini inceleyelim<\/span><\/p>\n<p>&nbsp;<\/p>\n<h4><span class=\"ez-toc-section\" id=\"Yapay_Zekanin_Guclu_Yonleri\"><\/span><strong>Yapay Zekan\u0131n G\u00fc\u00e7l\u00fc Y\u00f6nleri<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0130\u015f ba\u015f\u0131nda \u00f6\u011frenebilir<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">RPA&#8217;dan daha fazla esneklik sunar<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Yap\u0131land\u0131r\u0131lmam\u0131\u015f verileri i\u015fleyebilir<\/span><\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h4><span class=\"ez-toc-section\" id=\"Yapay_zeka_zayifliklari\"><\/span><strong>Yapay zeka zay\u0131fl\u0131klar\u0131<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Geli\u015ftirmesi pahal\u0131<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Uygulama son derece tekniktir<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">E\u011fitmek i\u00e7in geni\u015f veri k\u00fcmeleri gerektirir<\/span><\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"2_RPAnin_guclu_ve_zayif_yonleri\"><\/span><strong>2. RPA&#8217;n\u0131n g\u00fc\u00e7l\u00fc ve zay\u0131f y\u00f6nleri<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Otomasyon i\u00e7in RPA&#8217;n\u0131n baz\u0131 art\u0131lar\u0131n\u0131 ve eksilerini inceleyelim<\/span><\/p>\n<p>&nbsp;<\/p>\n<h4><span class=\"ez-toc-section\" id=\"RPAnin_Guclu_Yonleri\"><\/span><strong>RPA&#8217;n\u0131n G\u00fc\u00e7l\u00fc Y\u00f6nleri<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Y\u00fcksek hacimli g\u00f6revleri do\u011fru \u015fekilde otomatikle\u015ftirir<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Uygun maliyetli<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">H\u0131zl\u0131 ve kolay uygulama<\/span><\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h4><span class=\"ez-toc-section\" id=\"RPA_zayifliklari\"><\/span><strong>RPA zay\u0131fl\u0131klar\u0131<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u00d6l\u00e7eklendirmek zor olabilir<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Yap\u0131land\u0131r\u0131lmam\u0131\u015f veriler i\u015flenemiyor<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Sadece dar g\u00f6revler i\u00e7in uygundur<\/span><\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"RPA_ve_yapay_zeka_vaka_calismalari\"><\/span><strong>RPA ve yapay zeka vaka \u00e7al\u0131\u015fmalar\u0131<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><img data-dominant-color=\"b6baba\" data-has-transparency=\"false\" style=\"--dominant-color: #b6baba;\" decoding=\"async\" class=\"aligncenter wp-image-65239 not-transparent\" src=\"https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/09\/RPA-Lifecycle-Process-10-Steps-to-Implementing-Robotic-Process-Automation-1024x683.webp\" alt=\"RPA Ya\u015fam D\u00f6ng\u00fcs\u00fc ve S\u00fcreci - Robotik S\u00fcre\u00e7 Otomasyonunu Uygulamak i\u00e7in 10 Ad\u0131m\" width=\"603\" height=\"402\" srcset=\"https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/09\/RPA-Lifecycle-Process-10-Steps-to-Implementing-Robotic-Process-Automation-1024x683.webp 1024w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/09\/RPA-Lifecycle-Process-10-Steps-to-Implementing-Robotic-Process-Automation-300x200.webp 300w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/09\/RPA-Lifecycle-Process-10-Steps-to-Implementing-Robotic-Process-Automation-768x512.webp 768w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/09\/RPA-Lifecycle-Process-10-Steps-to-Implementing-Robotic-Process-Automation-1536x1024.webp 1536w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/09\/RPA-Lifecycle-Process-10-Steps-to-Implementing-Robotic-Process-Automation-1080x720.webp 1080w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/09\/RPA-Lifecycle-Process-10-Steps-to-Implementing-Robotic-Process-Automation-1280x853.webp 1280w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/09\/RPA-Lifecycle-Process-10-Steps-to-Implementing-Robotic-Process-Automation-980x653.webp 980w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/09\/RPA-Lifecycle-Process-10-Steps-to-Implementing-Robotic-Process-Automation-480x320.webp 480w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/09\/RPA-Lifecycle-Process-10-Steps-to-Implementing-Robotic-Process-Automation-jpeg.webp 1920w\" sizes=\"(max-width: 603px) 100vw, 603px\" \/><\/p>\n<p><span style=\"font-weight: 400;\">Herhangi bir teknolojinin etkisini ve olanaklar\u0131n\u0131 anlaman\u0131n belki de en kolay yolu vaka \u00e7al\u0131\u015fmalar\u0131d\u0131r. Burada, i\u015fletmenize nas\u0131l yard\u0131mc\u0131 olabileceklerini g\u00f6stermek i\u00e7in hem RPA hem de AI i\u00e7in vaka \u00e7al\u0131\u015fmalar\u0131 sunuyoruz.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"1_RPA_vaka_calismasi\"><\/span><strong>1. RPA vaka \u00e7al\u0131\u015fmas\u0131<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Varl\u0131klar\u0131 150 milyar dolar\u0131n \u00fczerinde olan ABD&#8217;nin en b\u00fcy\u00fck 30 bankas\u0131ndan biri, veri giri\u015fi, belge i\u015fleme, veri do\u011frulama ve daha fazlas\u0131 dahil olmak \u00fczere ipotek s\u00fcre\u00e7leri i\u00e7in \u00e7ok fazla \u00e7al\u0131\u015fma saati harc\u0131yordu. Manuel \u00e7aban\u0131n yan\u0131 s\u0131ra, bu i\u015f ak\u0131\u015flar\u0131 insan hatas\u0131na da maruz kal\u0131yordu. Banka, verimlili\u011fi art\u0131ran bir \u00e7\u00f6z\u00fcm bulmak i\u00e7in Ernst &amp; Young ile birlikte \u00e7al\u0131\u015ft\u0131.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u0130potekle ilgili manuel g\u00f6revleri yerine getirmek i\u00e7in mevcut BT altyap\u0131lar\u0131na sorunsuz bir \u015fekilde entegre olabilen bir RPA \u00e7\u00f6z\u00fcm\u00fc kulland\u0131lar. Verimlilikte 2-3 kat art\u0131\u015f, 1 milyon dolarl\u0131k tasarruf ve hatalar\u0131n tamamen ortadan kald\u0131r\u0131lmas\u0131 gibi \u015fa\u015f\u0131rt\u0131c\u0131 sonu\u00e7lar elde edildi.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"2_RPA_Yapay_Zeka_vaka_calismasi\"><\/span><strong>2. RPA Yapay Zeka vaka \u00e7al\u0131\u015fmas\u0131<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p><b>Expion Sa\u011fl\u0131k<\/b><span style=\"font-weight: 400;\">  Gaithersburg, Maryland merkezli bir sa\u011fl\u0131k hizmetleri maliyet y\u00f6netimi \u00e7\u00f6z\u00fcm\u00fcd\u00fcr. Sa\u011fl\u0131k sigortas\u0131 m\u00fc\u015fterilerine, de\u011fi\u015fken fiyatland\u0131rma ve fahi\u015f fiyatland\u0131rma ile \u00fcnl\u00fc bir sekt\u00f6rde hasar y\u00f6netimi bilgileri konusunda yard\u0131mc\u0131 oluyorlar. \u0130\u015f ak\u0131\u015flar\u0131 manueldi ve sigortac\u0131lar talepleri hem elektronik hem de ka\u011f\u0131t formunda g\u00f6nderiyordu. Taleplerin bu \u015fekilde i\u015flenmesi, ekiplerini g\u00fcnde yakla\u015f\u0131k 75 taleple s\u0131n\u0131rland\u0131rm\u0131\u015ft\u0131r.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Talep ba\u015f\u0131na d\u00fc\u015fen s\u00fcrenin azalt\u0131lmas\u0131 bir sorundu. Ancak veriler yap\u0131land\u0131r\u0131lmam\u0131\u015f oldu\u011fu i\u00e7in tipik bir RPA \u00e7\u00f6z\u00fcm\u00fc i\u015fe yaramayacakt\u0131. Yapay zeka, \u00f6zellikle de optik karakter tan\u0131ma ve do\u011fal dil i\u015fleme ile g\u00fc\u00e7lendirilmi\u015f bir \u00e7\u00f6z\u00fcme ihtiya\u00e7lar\u0131 vard\u0131.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">Bir RPA + AI yaz\u0131l\u0131m\u0131 uygulayarak, ka\u011f\u0131t talepleri PDF&#8217;lere d\u00f6n\u00fc\u015ft\u00fcrd\u00fcler ve fiyatland\u0131rma bilgilerini dahili sistemlerine g\u00f6ndermeden \u00f6nce ilgili verileri \u00e7\u0131kard\u0131lar. \u00c7\u00f6z\u00fcm, her g\u00fcn i\u015fledikleri talep say\u0131s\u0131nda %600&#8217;l\u00fck bir art\u0131\u015f sa\u011flad\u0131.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h2><span class=\"ez-toc-section\" id=\"RPA_ve_yapay_zeka_arasinda_nasil_secim_yapmali\"><\/span><strong>RPA ve yapay zeka aras\u0131nda nas\u0131l se\u00e7im yapmal\u0131?<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">RPA ve AI aras\u0131nda se\u00e7im yapmak, iki teknoloji t\u00fcr\u00fc aras\u0131ndaki bir sava\u015ftan ziyade hangi s\u00fcre\u00e7leri otomatikle\u015ftirmeniz gerekti\u011fiyle ilgilidir. RPA, standartla\u015ft\u0131r\u0131lm\u0131\u015f i\u015f ak\u0131\u015flar\u0131n\u0131z oldu\u011funda en iyi se\u00e7imdir, yapay zeka ise i\u015flerin biraz daha bulan\u0131k oldu\u011fu senaryolar i\u00e7in daha iyidir.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">O halde sorulmas\u0131 gereken daha iyi bir soru \u015fudur: &#8220;Hangi durumlar RPA i\u00e7in, hangileri yapay zeka i\u00e7in en iyisidir?&#8221;<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Burada en iyi yakla\u015f\u0131m, otomatikle\u015ftirmek istedi\u011finiz mevcut i\u015f ak\u0131\u015f\u0131 s\u00fcreci hakk\u0131nda d\u00fc\u015f\u00fcnmektir. S\u00fcreci ad\u0131mlara b\u00f6lerek g\u00f6rselle\u015ftirin veya haritas\u0131n\u0131 \u00e7\u0131kar\u0131n. Konuyu a\u00e7\u0131klamak i\u00e7in birka\u00e7 \u00f6rnek verelim.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"Senaryo_1\"><\/span><strong>Senaryo 1<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Yo\u011fun bir in\u015faat firmas\u0131nda muhasebecisiniz. G\u00fcn\u00fcn\u00fcz\u00fcn en \u00e7ok zaman alan k\u0131s\u0131mlar\u0131ndan biri, giderleri kaydetmek ve i\u015fleri tamamlamak i\u00e7in sat\u0131n al\u0131nan kalemler i\u00e7in y\u00fcklenicilere geri \u00f6deme yap\u0131lmas\u0131n\u0131 sa\u011flamakt\u0131r. \u00c7al\u0131\u015fanlar harcamalar\u0131n\u0131 bir web sitesi portal\u0131na y\u00fcklemeli, siz de bunlar\u0131 kaydetmeli ve bordroyu bu rakamlar\u0131 yans\u0131tacak \u015fekilde g\u00fcncellemelisiniz.  <\/span><\/p>\n<p>&nbsp;<\/p>\n<h4><span class=\"ez-toc-section\" id=\"RPA_kullanin\"><\/span><b>RPA kullan\u0131n<\/b><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Buradaki ad\u0131mlar tahmin edilebilir ve veriler yap\u0131land\u0131r\u0131lm\u0131\u015ft\u0131r. Ad\u0131mlar \u015fu \u015fekilde olabilir.<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Y\u00fckleniciler bir gider raporu y\u00fckledi\u011finde, bu botu tetikler<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Bot, giderler elektronik tablosunu a\u00e7ar ve verileri al\u0131r<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Bot, tutar\u0131 ve amac\u0131 kaydeder ve ilgili hesaba fatura eder<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Bot ayr\u0131ca bordro yaz\u0131l\u0131m\u0131n\u0131 a\u00e7ar ve tutar\u0131 y\u00fcklenicinin hesab\u0131na aktar\u0131r.<\/span><\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"Senaryo_2\"><\/span><strong>Senaryo 2<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Yine, yo\u011fun bir in\u015faat firmas\u0131nda muhasebecisiniz. Farkl\u0131 bina tedarik\u00e7ilerinde birden fazla hesab\u0131n\u0131z var. Ay sonunda size e-posta yoluyla fatura g\u00f6nderiyorlar. Ancak, her firman\u0131n kendi fatura \u015fablonlar\u0131 vard\u0131r, bu da verilerin yap\u0131land\u0131r\u0131lmam\u0131\u015f oldu\u011fu anlam\u0131na gelir.  <\/span><\/p>\n<p>&nbsp;<\/p>\n<h4><span class=\"ez-toc-section\" id=\"Yapay_zeka_kullanin\"><\/span><b>Yapay zeka kullan\u0131n<\/b><span style=\"font-weight: 400;\"> <\/span><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Yapay zeka, ikisi Optik Karakter Tan\u0131ma ve Do\u011fal Dil \u0130\u015fleme olmak \u00fczere farkl\u0131 teknolojiler i\u00e7in kullan\u0131lan bir \u015femsiye terimdir. Bu teknolojiler aras\u0131nda, e-postan\u0131zda g\u00f6r\u00fcnen faturalar\u0131 okuyup anlayabilir ve bunlar\u0131 yap\u0131land\u0131r\u0131lm\u0131\u015f verilere d\u00f6n\u00fc\u015ft\u00fcrebilirsiniz. Yapay zekan\u0131z bilgileri yap\u0131land\u0131r\u0131lm\u0131\u015f bir elektronik tabloya ayr\u0131\u015ft\u0131rd\u0131ktan sonra, g\u00f6revi tamamlamak ve faturalar\u0131 kaydetmek ve hatta i\u015flemek i\u00e7in RPA&#8217;y\u0131 kullanabilirsiniz.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"Surec_otomasyonu_kontrol_listesi_icin_RPA_ne_zaman_kullanilmali_ve_yapay_zeka_ne_zaman_kullanilmali\"><\/span><strong>S\u00fcre\u00e7 otomasyonu kontrol listesi i\u00e7in RPA ne zaman kullan\u0131lmal\u0131 ve yapay zeka ne zaman kullan\u0131lmal\u0131<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">\u0130\u015fte hangi s\u00fcre\u00e7lerin RPA, hangilerinin yapay zeka i\u00e7in en iyisi oldu\u011funu anlaman\u0131za yard\u0131mc\u0131 olacak h\u0131zl\u0131 bir kontrol listesi.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h4><span class=\"ez-toc-section\" id=\"RPA_kullanin-2\"><\/span><strong>RPA kullan\u0131n:<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p>&nbsp;<\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0130\u015f g\u00f6revleri y\u00fcksek hacimli, \u00f6ng\u00f6r\u00fclebilir ve kural tabanl\u0131 oldu\u011funda<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Veri giri\u015fleri yap\u0131land\u0131r\u0131lm\u0131\u015f veriler i\u00e7erdi\u011finde<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">S\u00fcre\u00e7 sonu\u00e7lar\u0131 s\u00fcrecin ba\u015flang\u0131c\u0131nda belirlenebildi\u011finde<\/span><\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h4><span class=\"ez-toc-section\" id=\"Yapay_zekayi_kullan\"><\/span><strong>Yapay zekay\u0131 kullan:<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p>&nbsp;<\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">S\u00fcre\u00e7ler olduk\u00e7a de\u011fi\u015fken oldu\u011funda ve karma\u015f\u0131k karar verme gibi bir t\u00fcr bili\u015f gerektirdi\u011finde<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Veri girdileri yap\u0131land\u0131r\u0131lmam\u0131\u015f verileri i\u00e7erdi\u011finde<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0130\u015f ak\u0131\u015f\u0131 \u00e7\u0131kt\u0131s\u0131n\u0131n s\u00fcrecin ba\u015f\u0131nda tahmin edilmesi imkans\u0131z oldu\u011funda<\/span><\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"Yapay_zeka_RPAnin_yerini_alacak_mi\"><\/span><strong>Yapay zeka RPA&#8217;n\u0131n yerini alacak m\u0131?<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><img decoding=\"async\" class=\"aligncenter wp-image-56671\" src=\"https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/03\/person-wondering-about-software-testing-1024x683.jpeg\" alt=\"yaz\u0131l\u0131m test otomasyonundaki baz\u0131 kar\u0131\u015f\u0131kl\u0131klar\u0131 gidermek\" width=\"419\" height=\"279\"><\/p>\n<p><span style=\"font-weight: 400;\">Medya ve baz\u0131 analistler aras\u0131nda yapay zekan\u0131n insan \u00e7al\u0131\u015fanlar da dahil olmak \u00fczere her \u015feyin yerini almaya gelen durdurulamaz bir g\u00fc\u00e7 oldu\u011funa dair \u0131srarl\u0131 bir s\u00f6ylem var. Peki, bu RPA i\u00e7in ne anlama geliyor? Yapay zeka onun da yerini alacak m\u0131?<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Yapay zekan\u0131n RPA&#8217;n\u0131n yerini alaca\u011f\u0131 y\u00f6n\u00fcndeki tahminler, ilgili teknolojiler hakk\u0131ndaki yanl\u0131\u015f anlamalara dayanmaktad\u0131r. Bu makalede a\u00e7\u0131k\u00e7a belirtti\u011fimiz gibi, her iki teknolojinin bir\u00e7ok kesi\u015fme noktas\u0131 olsa da, bunlar\u0131 rakip ara\u00e7lar olarak d\u00fc\u015f\u00fcnmek yanl\u0131\u015ft\u0131r.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Belki de kafa kar\u0131\u015f\u0131kl\u0131\u011f\u0131n\u0131n bir k\u0131sm\u0131, yapay zekan\u0131n RPA&#8217;y\u0131 g\u00fc\u00e7lendirebilece\u011fi ger\u00e7e\u011finden kaynaklan\u0131yor. Ancak, bu onu de\u011fi\u015ftirmekten farkl\u0131d\u0131r. Ayn\u0131 \u015fekilde, RPA s\u00fcre\u00e7leri yapay zeka ile daha da kolayla\u015ft\u0131r\u0131labilir, ancak alt yap\u0131 hala RPA&#8217;d\u0131r.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Dolay\u0131s\u0131yla, yapay zeka, tipik olarak RPA botlar\u0131 taraf\u0131ndan ger\u00e7ekle\u015ftirilen g\u00f6revler de dahil olmak \u00fczere bir\u00e7ok insan g\u00f6revinin yerini alabilirken, teknolojilerin gelecekte birbirlerinin yerine ge\u00e7mek yerine birlikte \u00e7al\u0131\u015fmas\u0131 daha olas\u0131d\u0131r.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">RPA, hiperotomasyona giden yoldaki ilk ad\u0131md\u0131r. Bu hedefe ula\u015fmak i\u00e7in Makine \u00d6\u011frenimi ve veri analiti\u011fi gibi yapay zeka teknolojileri gerekecektir. Yapay zeka, otomasyona \u00fcst d\u00fczey d\u00fc\u015f\u00fcnmenin faydalar\u0131n\u0131 sunmada etkili olacak olsa da, g\u00f6revlerin kendisi RPA botlar\u0131 taraf\u0131ndan ger\u00e7ekle\u015ftirilecektir. Yapay zeka, RPA&#8217;n\u0131n yerini almayacak, onu d\u00fczenleyecek ve y\u00f6nlendirecektir.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Gelecek, Robotik S\u00fcre\u00e7 Otomasyonu ve Yapay Zeka aras\u0131nda de\u011fil; Robotik S\u00fcre\u00e7 Otomasyonu ve Yapay Zeka aras\u0131nda.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"Yapay_Zeka_ve_RPAnin_Birlestigi_Nokta\"><\/span><strong>Yapay Zeka ve RPA&#8217;n\u0131n Birle\u015fti\u011fi Nokta<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><img decoding=\"async\" class=\"aligncenter wp-image-49679\" src=\"https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/01\/manager-industrial-engineer-using-tablet-check-control-automation-robot-arms-machine-980x427-1.jpg\" alt=\"Robotik S\u00fcre\u00e7 Otomasyonu (RPA) nedir?\" width=\"475\" height=\"207\"><\/p>\n<p><span style=\"font-weight: 400;\">Albert Einstein&#8217;\u0131n \u00fcnl\u00fc bir s\u00f6z\u00fc vard\u0131r,<\/span><\/p>\n<p><span style=\"font-weight: 400;\"> <\/span><i><span style=\"font-weight: 400;\">&#8220;Bilgisayarlar inan\u0131lmaz derecede h\u0131zl\u0131, do\u011fru ve aptald\u0131r. \u0130nsanlar ise inan\u0131lmaz derecede yava\u015f, hatal\u0131 ve zekidir. Birlikte hayal g\u00fcc\u00fcn\u00fcn \u00f6tesinde g\u00fc\u00e7l\u00fcd\u00fcrler.&#8221;<\/span><\/i><\/p>\n<p><span style=\"font-weight: 400;\">Bu al\u0131nt\u0131, bilgisayarlar\u0131n \u00fcst\u00fcnl\u00fcklerini ortaya koyarken s\u0131n\u0131rl\u0131l\u0131klar\u0131n\u0131n da alt\u0131n\u0131 \u00e7iziyor. Yarat\u0131c\u0131l\u0131k, soyut ak\u0131l y\u00fcr\u00fctme veya karma\u015f\u0131k karar verme gibi \u00fcst d\u00fczey d\u00fc\u015f\u00fcnme s\u00f6z konusu oldu\u011funda &#8211; ya da temelde ezbere, ad\u0131m ad\u0131m talimatlar\u0131 izlemeyi i\u00e7ermeyen herhangi bir \u015fey &#8211; bilgisayarlar insan zihniyle rekabet edemez. YZ bir\u00e7ok y\u00f6nden insanlar ve bilgisayarlar aras\u0131ndaki bo\u015flu\u011fu doldurma ve her iki d\u00fcnyan\u0131n en iyilerini birle\u015ftiren bir ortakl\u0131k yaratma giri\u015fimidir.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Einstein&#8217;\u0131n bahsetti\u011fi hayal edilemez g\u00fc\u00e7, yapay zeka ve RPA aras\u0131ndaki ili\u015fkide mevcuttur. Yapay zekan\u0131n, RPA&#8217;n\u0131n h\u0131z\u0131 ve do\u011frulu\u011fu ile e\u015fle\u015ftirildi\u011finde insan bili\u015finin \u00e7e\u015fitli y\u00f6nlerini sim\u00fcle etme yetene\u011fi, her iki arac\u0131n da birle\u015fti\u011fi yerdir. RPA&#8217;n\u0131n ba\u015farabileceklerinin s\u0131n\u0131rlar\u0131 bir zamanlar insan\u0131n karar vermesini gerektiren noktalarda \u00e7iziliyordu. Ancak bu sistemlerin yapay zeka ile g\u00fc\u00e7lendirilmesi, bu s\u0131n\u0131rlar\u0131 ortadan kald\u0131rarak i\u015fletmelerin daha geni\u015f bir g\u00f6rev yelpazesini otomatikle\u015ftirmesine ve daha fazla fayda sa\u011flamas\u0131na olanak tan\u0131r.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">RPA ve AI bir araya geldi\u011finde, Ak\u0131ll\u0131 Otomasyon (IA) veya Ak\u0131ll\u0131 S\u00fcre\u00e7 Otomasyonu (IPA) ad\u0131 verilen \u00fc\u00e7\u00fcnc\u00fc bir teknolojik kategori olu\u015ftururlar. Bu &#8220;her iki d\u00fcnyan\u0131n da en iyisi&#8221; senaryosunda i\u015fletmeler, Makine \u00d6\u011frenimi (ML) arac\u0131l\u0131\u011f\u0131yla \u00e7evrelerinden \u00f6\u011frenebilen RPA ara\u00e7lar\u0131n\u0131 kullanabilirler.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u0130\u015fin iyi taraf\u0131, yapay zeka yap\u0131land\u0131r\u0131lmam\u0131\u015f verilerle u\u011fra\u015fmak veya karar vermek gibi baz\u0131 darbo\u011fazlar\u0131 ortadan kald\u0131rmaya yard\u0131mc\u0131 oldu\u011fu i\u00e7in otomatikle\u015ftirmek istedi\u011finiz s\u00fcrecin karma\u015f\u0131kl\u0131\u011f\u0131n\u0131 art\u0131rabilirsiniz.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Yapay zeka ve RPA&#8217;n\u0131n yak\u0131nla\u015fmas\u0131 i\u00e7in en heyecan verici alanlardan biri <\/span><a href=\"https:\/\/www.zaptest.com\/tr\/test-otomasyonu-nedir-jargonsuz-basit-bir-kilavuz\"><br \/>\n  <span style=\"font-weight: 400;\">test otomasyonu<\/span><br \/>\n<\/a><span style=\"font-weight: 400;\">. Giderek dijitalle\u015fen d\u00fcnyam\u0131zda, yaz\u0131l\u0131m ve mobil uygulamalar i\u015f d\u00fcnyas\u0131n\u0131 geli\u015ftirmeye devam edecek. Ak\u0131ll\u0131 telefonlar\u0131n yayg\u0131nla\u015fmas\u0131n\u0131n \u00fczerinden 20 y\u0131l bile ge\u00e7medi. Bu s\u00fcre zarf\u0131nda, hayatlar\u0131m\u0131zda devrim yaratarak ba\u011flant\u0131da kalmam\u0131z\u0131 ve yeni yollarla \u00e7al\u0131\u015fmam\u0131z\u0131 sa\u011flad\u0131lar.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">Bu ilerlemelerin anahtar\u0131 yaz\u0131l\u0131m geli\u015ftirmedir. Ancak, bu \u00e7ok zaman alan ve pahal\u0131 bir s\u00fcre\u00e7tir. Yapay zeka ve RPA taraf\u0131ndan desteklenen test otomasyon ara\u00e7lar\u0131, \u00fcr\u00fcnlerin pazara sunulmas\u0131 i\u00e7in gereken zaman ve paray\u0131 azaltmaya yard\u0131mc\u0131 olabilir.  <\/span><\/p>\n<p>&nbsp;<\/p>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"Test_otomasyonu_yapay_zeka_ve_RPA_ile_nasil_gelistirilir\"><\/span><strong>Test otomasyonu yapay zeka ve RPA ile nas\u0131l geli\u015ftirilir?<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><img decoding=\"async\" class=\"aligncenter wp-image-29164\" src=\"https:\/\/www.zaptest.com\/wp-content\/uploads\/2022\/07\/computer-vision-for-software-testing-min-scaled-e1657451144405-981x1024.jpeg\" alt=\"yaz\u0131l\u0131m testleri i\u00e7in bilgisayarla g\u00f6rme\" width=\"413\" height=\"431\"><\/p>\n<p><a href=\"https:\/\/www.zaptest.com\/tr\/yazilim-test-otomasyonu-icin-eksiksiz-bir-kilavuz\"><span style=\"font-weight: 400;\">Yaz\u0131l\u0131m test otomasyonu<\/span><\/a><span style=\"font-weight: 400;\">  eskiden manuel bir s\u00fcre\u00e7ti. Pahal\u0131 ve zaman al\u0131c\u0131yd\u0131 ve sonu\u00e7ta geli\u015ftirme ya\u015fam d\u00f6ng\u00fcs\u00fcn\u00fc uzat\u0131yordu. Ancak bu o kadar kritik bir a\u015famad\u0131r ki yay\u0131nc\u0131lar\u0131n ve geli\u015ftiricilerin s\u00fcrece kaynak ay\u0131rmaktan ba\u015fka \u00e7areleri kalmam\u0131\u015ft\u0131r. Bu sorunlar ve semptomlar\u0131 g\u00fcn\u00fcm\u00fczde hala mevcut olsa da, yaz\u0131l\u0131m test otomasyonu m\u00fckemmel bir \u00e7\u00f6z\u00fcm sunmaktad\u0131r.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">Test otomasyonu, bilgisayar uygulamalar\u0131n\u0131 do\u011frulamak ve test etmek i\u00e7in uzman yaz\u0131l\u0131mlar\u0131n kullan\u0131lmas\u0131n\u0131 i\u00e7erir. U\u00e7tan uca testlerden yeni i\u015flenen kodun s\u00fcrekli do\u011frulanmas\u0131na kadar \u00e7e\u015fitli farkl\u0131 testleri ger\u00e7ekle\u015ftirmek i\u00e7in genellikle grafik kullan\u0131c\u0131 aray\u00fczleri (GUI&#8217;ler) ve uygulama programlama aray\u00fczleri (API&#8217;ler) kullan\u0131r.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">Yaz\u0131l\u0131m testlerinde yapay zeka ve RPA kullan\u0131m\u0131 ger\u00e7ekten heyecan verici. Bariz avantajlar\u0131ndan baz\u0131lar\u0131 zamandan ve paradan tasarruf etmektir. Ancak as\u0131l potansiyel, kendi kendini test eden, te\u015fhis eden ve iyile\u015ftiren kodun otonom olarak y\u00fcr\u00fct\u00fclebilmesinde yatmaktad\u0131r. Buna bir de \u00dcretken Yapay Zeka ara\u00e7lar\u0131n\u0131n kod yazabildi\u011fi ger\u00e7e\u011fi eklendi\u011finde, insanl\u0131k tarihinde \u00f6zel bir d\u00f6nemin e\u015fi\u011finde oldu\u011fumuzu s\u00f6ylemek yanl\u0131\u015f olmaz.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Son birka\u00e7 y\u0131lda daha h\u0131zl\u0131 yaz\u0131l\u0131m s\u00fcr\u00fcmlerine olan talep artt\u0131k\u00e7a, DevOps ve \u00c7evik yakla\u015f\u0131mlar CI\/CD ile g\u00fc\u00e7lendirildi. \u015eimdi, RPA ve AI test otomasyonu da benzer bir etki yaratmaya aday. Bu durum, a\u015fa\u011f\u0131da baz\u0131lar\u0131n\u0131 inceleyece\u011fimiz test otomasyon ara\u00e7lar\u0131nda bir art\u0131\u015fa neden oldu.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"2023un_en_iyi_test_otomasyon_araclari\"><\/span><strong>2023&#8217;\u00fcn en iyi test otomasyon ara\u00e7lar\u0131<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><img decoding=\"async\" class=\"aligncenter size-large wp-image-59213\" src=\"https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/05\/1-1024x655.jpg\" alt=\"ZAPTEST RPA + Test Otomasyon paketi\" width=\"1024\" height=\"655\"><\/p>\n<p><span style=\"font-weight: 400;\">\u0130\u015fte piyasadaki en iyi test otomasyon ara\u00e7lar\u0131ndan baz\u0131lar\u0131.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"Autify\"><\/span><span style=\"font-weight: 400;\">Autify<\/span><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">Autify, yapay zeka destekli bir test otomasyon arac\u0131d\u0131r. Sezgisel kullan\u0131c\u0131 aray\u00fcz\u00fc ve kod i\u00e7ermeyen \u00f6zellikleri sayesinde Autify, QA ekiplerinin taray\u0131c\u0131lar\u0131nda test yapmalar\u0131na olanak tan\u0131r. Ara\u00e7 web ve mobil uygulamalar\u0131 idare edebilir ve kendi kendini iyile\u015ftiren bir yapay zekaya sahiptir. Autify, CI\/CD ara\u00e7lar\u0131, Jenkins ve hatta Slack ile sorunsuz bir \u015fekilde entegre olur.  <\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"AvoAssure\"><\/span><span style=\"font-weight: 400;\">AvoAssure<\/span><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">AvoAssure, teknik olmayan ekipler i\u00e7in u\u00e7tan uca test otomasyonu sa\u011flayan kodsuz bir test arac\u0131d\u0131r. \u00dcr\u00fcn web, masa\u00fcst\u00fc, mobil ve daha bir\u00e7ok platformda \u00e7apraz platform testini kolayla\u015ft\u0131r\u0131r. Son olarak, iyi raporlama \u00f6zelliklerine ve \u00e7ok say\u0131da entegrasyon se\u00e7ene\u011fine sahiptir.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"Selvi\"><\/span><span style=\"font-weight: 400;\">Selvi<\/span><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">Cypress, JavaScript tabanl\u0131 u\u00e7tan uca bir test otomasyon \u00e7er\u00e7evesidir. Web uygulama testlerini kolayla\u015ft\u0131rmak i\u00e7in geli\u015ftirilmi\u015ftir. Yal\u0131n yap\u0131s\u0131 ve minimum ba\u011f\u0131ml\u0131l\u0131\u011f\u0131ndan da anla\u015f\u0131laca\u011f\u0131 \u00fczere Cypress&#8217;in anahtar\u0131 basitliktir.  <\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"testRigor\"><\/span><span style=\"font-weight: 400;\">testRigor<\/span><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">testRigor, u\u00e7tan uca sa\u011flam bir test \u00e7\u00f6z\u00fcm\u00fcd\u00fcr. Test otomasyon arac\u0131 kodsuzdur ve web, mobil ve API&#8217;leri destekler. Testler genellikle h\u0131zl\u0131, istikrarl\u0131 ve do\u011frudur ve \u00e7apraz platform ve \u00e7apraz taray\u0131c\u0131 i\u015flevselli\u011fi sayesinde pop\u00fclaritesi giderek artmaktad\u0131r.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"Oyun_Yazari\"><\/span><span style=\"font-weight: 400;\">Oyun Yazar\u0131<\/span><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">Playwright, u\u00e7tan uca web uygulamas\u0131 testi i\u00e7in olu\u015fturulmu\u015f bir ba\u015fka pop\u00fcler test otomasyon arac\u0131d\u0131r. \u00c7apraz platformdur ve \u00e7o\u011fu render motorunu ve \u00e7oklu programlama dillerini destekler. Visual Studio Kod se\u00e7icisi ve Mobil Em\u00fclat\u00f6r \u00f6zelli\u011fini de ekledi\u011finizde, bir\u00e7ok geli\u015ftiricinin neden kullan\u0131c\u0131 dostu olmamas\u0131n\u0131 ho\u015f g\u00f6rd\u00fc\u011f\u00fcn\u00fc anlayabilirsiniz.<\/span><\/p>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Yukar\u0131da listeledi\u011fimiz be\u015f arac\u0131n her biri harika \u00f6zelliklere sahip olsa da, hem RPA hem de Test Otomasyonunu birle\u015ftiren son teknoloji bir \u00e7\u00f6z\u00fcm\u00fcn g\u00fcc\u00fcnden yoksundurlar.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\"><br \/>\n<\/span><strong><a href=\"https:\/\/www.zaptest.com\/tr\">ZAPTEST<\/a><\/strong><span style=\"font-weight: 400;\">  son teknoloji Test Otomasyonu ve RPA ara\u00e7lar\u0131 sunmaktad\u0131r. Her iki i\u015flev de s\u0131n\u0131rs\u0131z lisansla sabit bir maliyetle kullan\u0131labilir. Hiperotomasyon ve otomatik yaz\u0131l\u0131m geli\u015ftirmeye do\u011fru ilerledik\u00e7e, masa\u00fcst\u00fc, taray\u0131c\u0131 ve mobil uygulama ara\u00e7lar\u0131 i\u00e7in dayan\u0131kl\u0131 test ara\u00e7lar\u0131, yaz\u0131l\u0131m geli\u015ftiriciler ve \u0131smarlama yaz\u0131l\u0131m \u00fcreten i\u015fletmeler i\u00e7in kritik bir rol oynayacakt\u0131r. ZAPTEST size her ad\u0131mda yard\u0131mc\u0131 olabilir.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"Yapay_zeka_ve_RPAnin_gelecegi\"><\/span><strong>Yapay zeka ve RPA&#8217;n\u0131n gelece\u011fi<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><img decoding=\"async\" class=\"aligncenter wp-image-6791\" src=\"https:\/\/www.zaptest.com\/wp-content\/uploads\/2022\/03\/What-is-manual-software-testing-1024x684.jpeg\" alt=\"performans testi\u0307 t\u00fcrleri\u0307\" width=\"392\" height=\"261\"><\/p>\n<p><span style=\"font-weight: 400;\">Yapay zeka ve RPA&#8217;n\u0131n gelece\u011finin i\u00e7 i\u00e7e ge\u00e7ti\u011fi art\u0131k anla\u015f\u0131lm\u0131\u015f olmal\u0131. Her iki teknoloji de dijital d\u00f6n\u00fc\u015f\u00fcm\u00fc m\u00fcmk\u00fcn k\u0131l\u0131yor ve \u015firketlerin daha s\u0131k\u0131, daha h\u0131zl\u0131 ve daha iyi \u00e7al\u0131\u015fmas\u0131n\u0131 sa\u011flarken, \u00e7al\u0131\u015fanlar\u0131n yarat\u0131c\u0131, de\u011fer odakl\u0131 g\u00f6revlerle me\u015fgul olmalar\u0131n\u0131 sa\u011fl\u0131yor.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Tam otomasyona do\u011fru gidi\u015fat devam ederken, bu roketin nereye gitti\u011fini d\u00fc\u015f\u00fcnmek heyecan verici. Bu hedef hiperotomasyondur.  <\/span><\/p>\n<p><a href=\"https:\/\/www.zaptest.com\/hyperautomation\"><span style=\"font-weight: 400;\">Hiperotomasyon<\/span><\/a><span style=\"font-weight: 400;\">  bir d\u00fc\u015f\u00fcnme bi\u00e7imidir. Otomatikle\u015ftirilmesi m\u00fcmk\u00fcn olan her s\u00fcrecin otomatikle\u015ftirildi\u011fi bir g\u00f6r\u00fcn\u00fcm\u00fc tan\u0131mlar. Bu gelece\u011fin b\u00fcy\u00fck bir k\u0131sm\u0131 RPA makine \u00f6\u011frenimini i\u00e7erecektir. \u0130\u015f d\u00fcnyas\u0131 de\u011fi\u015ftik\u00e7e ve daha \u00f6ng\u00f6r\u00fclemez hale geldik\u00e7e, kurulu\u015flar\u0131n rekabet\u00e7i kalabilmek i\u00e7in daha \u00e7evik olmalar\u0131 gerekecektir. Hiperotomasyon, do\u011frulu\u011fu ve \u00fcretkenli\u011fi art\u0131r\u0131rken, hatalar\u0131 azalt\u0131rken ve her zaman a\u00e7\u0131k m\u00fc\u015fteri hizmeti ve ki\u015fiselle\u015ftirme sa\u011flarken bu ayarlamalar\u0131 m\u00fcmk\u00fcn k\u0131lacakt\u0131r.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"Yapay_zekaya_karsi_RPA_Son_dusunceler\"><\/span><strong>Yapay zekaya kar\u015f\u0131 RPA: Son d\u00fc\u015f\u00fcnceler<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><img decoding=\"async\" class=\"aligncenter wp-image-4168\" src=\"https:\/\/www.zaptest.com\/wp-content\/uploads\/2022\/03\/close-up-hand-holding-futuristic-screen.jpg\" alt=\"yaz\u0131l\u0131m test otomasyonu nedir\" width=\"380\" height=\"214\"><\/p>\n<p><span style=\"font-weight: 400;\">\u0130\u015f krize geldi\u011finde, yapay zeka ve RPA aras\u0131ndaki fark k\u0131sa ve \u00f6z bir \u015fekilde \u00f6zetlenebilir. RPA insan eylemlerini taklit ederken, yapay zeka insan d\u00fc\u015f\u00fcncesini taklit eder. Her iki ara\u00e7 da insan eylemlerinin ya da d\u00fc\u015f\u00fcncelerinin 1:1 temsilini yapamamaktad\u0131r, ancak i\u015fletmelerin g\u00f6revleri tipik insan kapasitesinin \u00e7ok \u00f6tesine ge\u00e7en bir h\u0131z, do\u011fruluk ya da yetenekle otomatikle\u015ftirmelerine yard\u0131mc\u0131 olacak kadar iyi bir kopyalamad\u0131r.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u0130nsano\u011flunun d\u00fcnyas\u0131nda hem d\u00fc\u015f\u00fcnmeye hem de eyleme ihtiyac\u0131m\u0131z var. \u0130nsano\u011flunun in\u015fa etmesine, yaratmas\u0131na ve geli\u015fmesine yard\u0131mc\u0131 olan \u015fey, bu varolu\u015f bi\u00e7imlerinin evlili\u011fidir. RPA ve yapay zekan\u0131n yak\u0131nsamas\u0131n\u0131 da benzer \u015fekilde d\u00fc\u015f\u00fcnebiliriz.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">K\u0131sacas\u0131 yapay zeka, yeni ve heyecan verici olas\u0131l\u0131klara ula\u015fmak i\u00e7in RPA&#8217;n\u0131n g\u00fc\u00e7lerini kullanmam\u0131za ve geni\u015fletmemize olanak tan\u0131yor.  <\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>RPA ve AI, dijital d\u00f6n\u00fc\u015f\u00fcm devriminin \u00f6n saflar\u0131nda yer alan iki heyecan verici ve yenilik\u00e7i BT uygulamas\u0131d\u0131r. Her iki teknoloji de \u00e7al\u0131\u015fanlar\u0131 g\u00fc\u00e7lendirerek ve yeni bir \u00fcretkenlik \u00e7a\u011f\u0131n\u0131 ba\u015flatarak i\u015f d\u00fcnyas\u0131n\u0131 yeniden \u015fekillendiriyor. Bununla birlikte, RPA ve AI bir\u00e7ok benzerli\u011fe ve kesi\u015fme noktas\u0131na sahip olsa da, kendi g\u00fc\u00e7l\u00fc ve zay\u0131f y\u00f6nleri olan farkl\u0131 ara\u00e7lard\u0131r. Bu [&hellip;]<\/p>\n","protected":false},"author":14624,"featured_media":65315,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"_seopress_robots_primary_cat":"none","_seopress_titles_title":"RPA ve Yapay Zeka - Farkl\u0131l\u0131klar, Ortak Noktalar, Ara\u00e7lar ve \u00d6rt\u00fc\u015fmeler","_seopress_titles_desc":"RPA ve AI'n\u0131n tan\u0131mlanmas\u0131ndan, en uygun olduklar\u0131 s\u00fcre\u00e7lere ve teknolojilere kadar, AI ve RPA aras\u0131ndaki farklar hakk\u0131nda bilinmesi gereken her \u015feyi \u00f6\u011frenin!","_seopress_robots_index":"","_et_pb_use_builder":"","_et_pb_old_content":"","_et_gb_content_width":"","content-type":"","footnotes":"","beyondwords_generate_audio":"","beyondwords_integration_method":"","beyondwords_project_id":"","beyondwords_content_id":"","beyondwords_preview_token":"","beyondwords_player_content":"","beyondwords_player_style":"","beyondwords_language_code":"","beyondwords_language_id":"","beyondwords_title_voice_id":"","beyondwords_body_voice_id":"","beyondwords_summary_voice_id":"","beyondwords_error_message":"","beyondwords_disabled":"","beyondwords_delete_content":"","beyondwords_podcast_id":"","beyondwords_hash":"","publish_post_to_speechkit":"","speechkit_hash":"","speechkit_generate_audio":"","speechkit_project_id":"","speechkit_podcast_id":"","speechkit_error_message":"","speechkit_disabled":"","speechkit_access_key":"","speechkit_error":"","speechkit_info":"","speechkit_response":"","speechkit_retries":"","speechkit_status":"","speechkit_updated_at":"","_speechkit_link":"","_speechkit_text":""},"categories":[494],"tags":[],"class_list":{"0":"post-65410","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","7":"category-yapay-zeka"},"acf":{"short_name":"RPA ve Yapay Zeka"},"_links":{"self":[{"href":"https:\/\/www.zaptest.com\/tr\/wp-json\/wp\/v2\/posts\/65410","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.zaptest.com\/tr\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.zaptest.com\/tr\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.zaptest.com\/tr\/wp-json\/wp\/v2\/users\/14624"}],"replies":[{"embeddable":true,"href":"https:\/\/www.zaptest.com\/tr\/wp-json\/wp\/v2\/comments?post=65410"}],"version-history":[{"count":0,"href":"https:\/\/www.zaptest.com\/tr\/wp-json\/wp\/v2\/posts\/65410\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.zaptest.com\/tr\/wp-json\/wp\/v2\/media\/65315"}],"wp:attachment":[{"href":"https:\/\/www.zaptest.com\/tr\/wp-json\/wp\/v2\/media?parent=65410"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.zaptest.com\/tr\/wp-json\/wp\/v2\/categories?post=65410"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.zaptest.com\/tr\/wp-json\/wp\/v2\/tags?post=65410"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}