{"id":7847,"date":"2026-10-10T18:48:03","date_gmt":"2026-10-10T18:48:03","guid":{"rendered":"https:\/\/opture.com\/?p=7847"},"modified":"2026-10-10T19:18:48","modified_gmt":"2026-10-10T19:18:48","slug":"top-thema-datenqualitaet-shit-in-shit-out-die-erste-hilfe-zur-erhoehung-der-datenqualitaet","status":"publish","type":"post","link":"https:\/\/opture.com\/tr\/blog\/top-thema-datenqualitaet-shit-in-shit-out-die-erste-hilfe-zur-erhoehung-der-datenqualitaet\/","title":{"rendered":"Top-Thema Datenqualit\u00e4t: &#8222;Shit in &#8211; Shit out&#8220;. Die Erste Hilfe zur Erh\u00f6hung der Datenqualit\u00e4t."},"content":{"rendered":"<div data-elementor-type=\"wp-post\" data-elementor-id=\"7847\" class=\"elementor elementor-7847\" data-elementor-settings=\"{&quot;element_pack_global_tooltip_width&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;element_pack_global_tooltip_width_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;element_pack_global_tooltip_width_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;element_pack_global_tooltip_padding&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;top&quot;:&quot;&quot;,&quot;right&quot;:&quot;&quot;,&quot;bottom&quot;:&quot;&quot;,&quot;left&quot;:&quot;&quot;,&quot;isLinked&quot;:true},&quot;element_pack_global_tooltip_padding_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;top&quot;:&quot;&quot;,&quot;right&quot;:&quot;&quot;,&quot;bottom&quot;:&quot;&quot;,&quot;left&quot;:&quot;&quot;,&quot;isLinked&quot;:true},&quot;element_pack_global_tooltip_padding_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;top&quot;:&quot;&quot;,&quot;right&quot;:&quot;&quot;,&quot;bottom&quot;:&quot;&quot;,&quot;left&quot;:&quot;&quot;,&quot;isLinked&quot;:true},&quot;element_pack_global_tooltip_border_radius&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;top&quot;:&quot;&quot;,&quot;right&quot;:&quot;&quot;,&quot;bottom&quot;:&quot;&quot;,&quot;left&quot;:&quot;&quot;,&quot;isLinked&quot;:true},&quot;element_pack_global_tooltip_border_radius_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;top&quot;:&quot;&quot;,&quot;right&quot;:&quot;&quot;,&quot;bottom&quot;:&quot;&quot;,&quot;left&quot;:&quot;&quot;,&quot;isLinked&quot;:true},&quot;element_pack_global_tooltip_border_radius_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;top&quot;:&quot;&quot;,&quot;right&quot;:&quot;&quot;,&quot;bottom&quot;:&quot;&quot;,&quot;left&quot;:&quot;&quot;,&quot;isLinked&quot;:true}}\" data-elementor-post-type=\"post\">\n\t\t\t\t<div class=\"elementor-element elementor-element-13bde31 e-con-full e-flex e-con e-parent\" data-id=\"13bde31\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-8572f7e e-con-full e-flex e-con e-child\" data-id=\"8572f7e\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-e151c82 elementor-widget elementor-widget-heading\" data-id=\"e151c82\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h6 class=\"elementor-heading-title elementor-size-default\">AI Y\u00d6NET\u0130M\u0130<\/h6>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-67ca04c elementor-widget__width-initial elementor-widget elementor-widget-heading\" data-id=\"67ca04c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">EU AI Yasas\u0131: \u015eirketlerin risk y\u00f6netimi konusunda \u015fimdi ne yapmalar\u0131 gerekiyor\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-22d525d elementor-widget__width-initial elementor-widget-mobile__width-inherit elementor-widget-tablet__width-inherit elementor-widget elementor-widget-text-editor\" data-id=\"22d525d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">AI Yasas\u0131 y\u00f6neti\u015fimi, uyumlulu\u011fu ve risk y\u00f6netimiyi temelden de\u011fi\u015ftirecek. \u015eirketler kendi KI sistemlerini s\u0131n\u0131fland\u0131rmal\u0131, belgelendirmeli ve denetlemelidir.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b7150c7 elementor-widget__width-initial elementor-widget-mobile__width-inherit elementor-widget-tablet__width-inherit elementor-widget elementor-widget-text-editor\" data-id=\"b7150c7\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">EU AI Act, yapay zek\u00e2 i\u00e7in d\u00fcnya \u00e7ap\u0131nda en kapsaml\u0131 d\u00fczenlemelerden biridir. Bu d\u00fczenleme, \u015feffafl\u0131k, g\u00fcvenlik, belgelendirme ve <a href=\"https:\/\/opture.com\/tr\/glossar\/#risikomanagement\">Risk y\u00f6netimi<\/a>. \u015eirketler kendi yapay zek\u00e2 sistemlerini test etmek ve s\u0131n\u0131fland\u0131rmak zorundad\u0131r; ve bunu beklenenden daha h\u0131zl\u0131 yapmak zorunda kal\u0131yorlar.<\/span><\/p><p>swa EU AI-Acts i\u00e7eri\u011fi hakk\u0131nda daha fazla bilgi i\u00e7in: <a href=\"https:\/\/aiact.software\/\">https:\/\/aiact.software\/<\/a><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-572801e e-grid e-con-full e-con e-child\" data-id=\"572801e\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-08683a4 ui-e-align-left ui-e-align-tablet-left ui-e-align-mobile-left elementor-widget__width-initial elementor-widget-tablet__width-inherit ui-e-top elementor-widget elementor-widget-uicore-icon-box\" data-id=\"08683a4\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;position&quot;:&quot;top&quot;,&quot;content_padding&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;top&quot;:&quot;&quot;,&quot;right&quot;:&quot;&quot;,&quot;bottom&quot;:&quot;&quot;,&quot;left&quot;:&quot;&quot;,&quot;isLinked&quot;:true},&quot;content_padding_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;top&quot;:&quot;&quot;,&quot;right&quot;:&quot;&quot;,&quot;bottom&quot;:&quot;&quot;,&quot;left&quot;:&quot;&quot;,&quot;isLinked&quot;:true},&quot;content_padding_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;top&quot;:&quot;&quot;,&quot;right&quot;:&quot;&quot;,&quot;bottom&quot;:&quot;&quot;,&quot;left&quot;:&quot;&quot;,&quot;isLinked&quot;:true}}\" data-widget_type=\"uicore-icon-box.default\">\n\t\t\t\t\t\n        <div class=\"ui-e-ico-box\" >\n\n            \n            <div class='ui-e-flex-wrp'>\n\n                                    <div class=\"ui-e-icon-wrp\">\n\n                        \n                    <\/div>\n                \n                <div class=\"ui-e-title-wrp\"><h5 class=\"ui-e-title\">Yasal \u00e7er\u00e7eve<\/h5><div class=\"ui-e-subtitle\"> AI Yasas\u0131 ile t\u00fcm AI riskleri risk temelli de\u011ferlendirilir ve s\u0131n\u0131fland\u0131r\u0131l\u0131r: <\/div><\/div>\n            <\/div>\n\n            <div class=\"ui-e-box-content\">\n                \n                <div class=\"ui-e-description\">\n                    <ul><li style=\"font-weight: 400\"><span style=\"font-weight: 400\">Kurumda KI sistemlerinin tan\u0131mlanmas\u0131 ve belgelenmesi<\/span><\/li><li style=\"font-weight: 400\"><span style=\"font-weight: 400\">KI sistemlerinin risk seviyelerine g\u00f6re s\u0131n\u0131fland\u0131r\u0131lmas\u0131: Uygunsuz \u2013 Y\u00fcksek risk \u2013 K\u0131s\u0131tl\u0131 risk \u2013 Minimal risk<\/span><\/li><li style=\"font-weight: 400\"><span style=\"font-weight: 400\">Y\u00fcksek riskli BT i\u00e7in zorunlu (\u00f6rne\u011fin aday se\u00e7imleri, t\u0131bbi cihazlar, kredi de\u011ferlendirmesi, kritik altyap\u0131lar)<\/span><\/li><li style=\"font-weight: 400\"><span style=\"font-weight: 400\">Ki\u015fisel % verilerin korunmas\u0131<\/span><\/li><\/ul>                <\/div>\n\n                \n            <\/div>\n        <\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4a5a49c elementor-widget__width-initial elementor-widget elementor-widget-html\" data-id=\"4a5a49c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t\t<style>\n  .ai-act-risk-section {\n    max-width: 1120px;\n    margin: 0 auto;\n    padding: 44px 20px;\n    font-family: -apple-system, BlinkMacSystemFont, \"Segoe UI\", Roboto, Arial, sans-serif;\n    color: #070b24;\n  }\n\n  .ai-act-risk-title {\n    font-size: clamp(34px, 4vw, 52px);\n    line-height: 1.12;\n    font-weight: 600;\n    letter-spacing: -0.035em;\n    margin: 0 0 34px 0;\n    color: #070b24;\n  }\n\n  .ai-act-risk-grid {\n    display: grid;\n    grid-template-columns: repeat(4, 1fr);\n    gap: 20px;\n    margin-bottom: 32px;\n  }\n\n  .ai-act-risk-card {\n    position: relative;\n    background: #ffffff;\n    border: 1px solid rgba(7, 11, 36, 0.14);\n    border-radius: 24px;\n    padding: 30px 26px;\n    min-height: 150px;\n    display: flex;\n    align-items: center;\n    box-shadow: 0 16px 40px rgba(7, 11, 36, 0.06);\n    overflow: hidden;\n    transition: transform 0.25s ease, box-shadow 0.25s ease, border-color 0.25s ease;\n  }\n\n  .ai-act-risk-card::before {\n    content: \"\";\n    position: absolute;\n    left: 0;\n    top: 24px;\n    bottom: 24px;\n    width: 5px;\n    background: #d8dce6;\n    border-radius: 0 999px 999px 0;\n  }\n\n  .ai-act-risk-card:hover {\n    transform: translateY(-4px);\n    box-shadow: 0 24px 56px rgba(7, 11, 36, 0.09);\n  }\n\n  .ai-act-risk-card p {\n    position: relative;\n    z-index: 1;\n    margin: 0;\n    font-size: clamp(21px, 1.8vw, 27px);\n    line-height: 1.3;\n    font-weight: 600;\n    color: #4f566b;\n  }\n\n  .ai-act-risk-card.is-focus {\n    border-color: rgba(176, 0, 0, 0.38);\n    background: linear-gradient(145deg, #ffffff 0%, #fff7f7 100%);\n    box-shadow: 0 22px 54px rgba(176, 0, 0, 0.12);\n  }\n\n  .ai-act-risk-card.is-focus::before {\n    background: #b00000;\n  }\n\n  .ai-act-risk-card.is-focus p {\n    color: #b00000;\n  }\n\n  .ai-act-risk-result {\n    display: flex;\n    align-items: center;\n    gap: 22px;\n    background: #ffffff;\n    border: 1px solid rgba(176, 0, 0, 0.24);\n    border-left: 6px solid #b00000;\n    border-radius: 24px;\n    padding: 26px 30px;\n    box-shadow: 0 18px 44px rgba(7, 11, 36, 0.07);\n  }\n\n  .ai-act-risk-icon {\n    width: 54px;\n    height: 54px;\n    min-width: 54px;\n    border-radius: 17px;\n    background: #b00000;\n    color: #ffffff;\n    display: flex;\n    align-items: center;\n    justify-content: center;\n    font-size: 26px;\n    font-weight: 800;\n    box-shadow: 0 14px 30px rgba(176, 0, 0, 0.20);\n  }\n\n  .ai-act-risk-result p {\n    margin: 0;\n    font-size: clamp(22px, 2vw, 30px);\n    line-height: 1.4;\n    color: #4f566b;\n  }\n\n  .ai-act-risk-result strong {\n    color: #070b24;\n    font-weight: 800;\n  }\n\n  @media (max-width: 1024px) {\n    .ai-act-risk-grid {\n      grid-template-columns: repeat(2, 1fr);\n    }\n  }\n\n  @media (max-width: 767px) {\n    .ai-act-risk-section {\n      padding: 34px 18px;\n    }\n\n    .ai-act-risk-grid {\n      grid-template-columns: 1fr;\n      gap: 16px;\n    }\n\n    .ai-act-risk-card {\n      min-height: 110px;\n      padding: 24px 24px;\n      border-radius: 22px;\n    }\n\n    .ai-act-risk-result {\n      align-items: flex-start;\n      padding: 24px 24px;\n      border-radius: 22px;\n    }\n\n    .ai-act-risk-icon {\n      width: 48px;\n      height: 48px;\n      min-width: 48px;\n      border-radius: 15px;\n      font-size: 23px;\n    }\n  }\n<\/style>\n\n<section class=\"ai-act-risk-section\">\n\n  <h2 class=\"ai-act-risk-title\">\n    AI Yasas\u0131 ayr\u0131m\u0131 yapar:\n  <\/h2>\n\n  <div class=\"ai-act-risk-grid\">\n\n    <div class=\"ai-act-risk-card\">\n      <p>Yasakl\u0131 KI<\/p>\n    <\/div>\n\n    <div class=\"ai-act-risk-card is-focus\">\n      <p>Y\u00fcksek riskli AI<\/p>\n    <\/div>\n\n    <div class=\"ai-act-risk-card\">\n      <p>S\u0131n\u0131rl\u0131 riskli AI<\/p>\n    <\/div>\n\n    <div class=\"ai-act-risk-card\">\n      <p>En aza indirgenmi\u015f riskli AI<\/p>\n    <\/div>\n\n  <\/div>\n\n  <div class=\"ai-act-risk-result\">\n    <div class=\"ai-act-risk-icon\">!<\/div>\n    <p>\n      Risk y\u00f6netimi a\u00e7\u0131s\u0131ndan \u00f6zellikle <strong>Y\u00fcksek riskli AI<\/strong> ilgili.\n    <\/p>\n  <\/div>\n\n<\/section>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7a04f63 ui-e-align-left ui-e-align-tablet-left ui-e-align-mobile-left elementor-widget__width-initial elementor-widget-tablet__width-inherit elementor-widget elementor-widget-uicore-icon-box\" data-id=\"7a04f63\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;content_padding&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;top&quot;:&quot;&quot;,&quot;right&quot;:&quot;&quot;,&quot;bottom&quot;:&quot;&quot;,&quot;left&quot;:&quot;&quot;,&quot;isLinked&quot;:true},&quot;content_padding_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;top&quot;:&quot;&quot;,&quot;right&quot;:&quot;&quot;,&quot;bottom&quot;:&quot;&quot;,&quot;left&quot;:&quot;&quot;,&quot;isLinked&quot;:true},&quot;content_padding_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;top&quot;:&quot;&quot;,&quot;right&quot;:&quot;&quot;,&quot;bottom&quot;:&quot;&quot;,&quot;left&quot;:&quot;&quot;,&quot;isLinked&quot;:true}}\" data-widget_type=\"uicore-icon-box.default\">\n\t\t\t\t\t\n        <div class=\"ui-e-ico-box\" >\n\n            \n            <div class='ui-e-flex-wrp'>\n\n                                    <div class=\"ui-e-icon-wrp\">\n\n                        \n                    <\/div>\n                \n                \n            <\/div>\n\n            <div class=\"ui-e-box-content\">\n                <div class=\"ui-e-title-wrp\"><h5 class=\"ui-e-title\">Y\u00fcksek riskli AI i\u00e7in i\u00e7erik gereksinimleri<\/h5><div class=\"ui-e-subtitle\"> AI Yasas\u0131, y\u00fcksek riskli KI i\u00e7in \u015funlar\u0131 talep ediyor: <\/div><\/div>\n                <div class=\"ui-e-description\">\n                    <ul><li style=\"font-weight: 400\"><span style=\"font-weight: 400\"><a href=\"https:\/\/opture.com\/tr\/glossar\/#risikomanagementsystem\">Risk y\u00f6netimi sistemleri<\/a> Yapay Zek\u00e2 i\u00e7in (Madde 9)<\/span><\/li><li style=\"font-weight: 400\"><span style=\"font-weight: 400\">Teknik belgelendirme ve uygunluk de\u011ferlendirmesi (Madde 11\u201319)<\/span><\/li><li style=\"font-weight: 400\"><span style=\"font-weight: 400\">Raporlama, \u015feffafl\u0131k ve insan denetimi<\/span><\/li><li style=\"font-weight: 400\"><span style=\"font-weight: 400\">Veri kalitesi kontrolleri ve a\u00e7\u0131klanabilirlik<\/span><\/li><li style=\"font-weight: 400\"><span style=\"font-weight: 400\">AB'nin y\u00fcksek riskli AI veri taban\u0131nda kay\u0131t<\/span><\/li><\/ul>                <\/div>\n\n                \n            <\/div>\n        <\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f543160 ui-e-align-left ui-e-align-tablet-left ui-e-align-mobile-left elementor-widget__width-initial elementor-widget-tablet__width-inherit elementor-widget elementor-widget-uicore-icon-box\" data-id=\"f543160\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;content_padding&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;top&quot;:&quot;&quot;,&quot;right&quot;:&quot;&quot;,&quot;bottom&quot;:&quot;&quot;,&quot;left&quot;:&quot;&quot;,&quot;isLinked&quot;:true},&quot;content_padding_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;top&quot;:&quot;&quot;,&quot;right&quot;:&quot;&quot;,&quot;bottom&quot;:&quot;&quot;,&quot;left&quot;:&quot;&quot;,&quot;isLinked&quot;:true},&quot;content_padding_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;top&quot;:&quot;&quot;,&quot;right&quot;:&quot;&quot;,&quot;bottom&quot;:&quot;&quot;,&quot;left&quot;:&quot;&quot;,&quot;isLinked&quot;:true}}\" data-widget_type=\"uicore-icon-box.default\">\n\t\t\t\t\t\n        <div class=\"ui-e-ico-box\" >\n\n            \n            <div class='ui-e-flex-wrp'>\n\n                                    <div class=\"ui-e-icon-wrp\">\n\n                        \n                    <\/div>\n                \n                \n            <\/div>\n\n            <div class=\"ui-e-box-content\">\n                <div class=\"ui-e-title-wrp\"><h5 class=\"ui-e-title\"> Reg\u00fclasyon gerektiren uygulama \u00f6nlemleri<\/h5><div class=\"ui-e-subtitle\"> A\u015fa\u011f\u0131daki AI Yasas\u0131 gereklilikleri yerine getirilmelidir: <\/div><\/div>\n                <div class=\"ui-e-description\">\n                    <ul><li style=\"font-weight: 400\"><span style=\"font-weight: 400\"><a href=\"https:\/\/opture.com\/tr\/glossar\/#risikoidentifikation\">Tan\u0131mlama<\/a> ve KI uygulamalar\u0131n\u0131z\u0131n risk s\u0131n\u0131fland\u0131rmas\u0131<\/span><\/li><li style=\"font-weight: 400\"><span style=\"font-weight: 400\"><a href=\"https:\/\/opture.com\/tr\/glossar\/#risikomanagementprozess\">Risk y\u00f6netimi i\u015f ak\u0131\u015f\u0131<\/a> AI Yasas\u0131'n\u0131n 9. maddesine g\u00f6re (kay\u0131t tutma, denetimler, incelemeler dahil)<\/span><\/li><li style=\"font-weight: 400\"><span style=\"font-weight: 400\">Uygunluk kontrol\u00fc i\u00e7in d\u0131\u015fa aktarma i\u015flevi i\u00e7eren belgelendirme mod\u00fcl\u00fc<\/span><\/li><li style=\"font-weight: 400\"><span style=\"font-weight: 400\"><a href=\"https:\/\/opture.com\/tr\/glossar\/#risikoueberwachung\">Denetim<\/a>\u2013 ve devam eden kontroller i\u00e7in denetim panosu<\/span><\/li><li style=\"font-weight: 400\"><span style=\"font-weight: 400\">Varolanlarla entegrasyon <a href=\"https:\/\/opture.com\/tr\/loesungen\/isms-cyber-security\/\">ISMS\/RMS<\/a> (\u00f6rne\u011fin ISO 27001, ISO 31000, CSRD)<\/span><\/li><li style=\"font-weight: 400\"><span style=\"font-weight: 400\">AB veri taban\u0131 kay\u0131tlar\u0131 i\u00e7in gelece\u011fe y\u00f6nelik bir mimari<\/span><\/li><\/ul>                <\/div>\n\n                \n            <\/div>\n        <\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-9f2f6b1 e-con-full e-flex e-con e-child\" data-id=\"9f2f6b1\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-4755ffd elementor-widget__width-initial elementor-widget elementor-widget-heading\" data-id=\"4755ffd\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\"> Risk y\u00f6netimine etkisi<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7c0cf45 elementor-widget__width-initial elementor-widget-mobile__width-inherit elementor-widget-tablet__width-inherit elementor-widget elementor-widget-text-editor\" data-id=\"7c0cf45\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>AI Yasas\u0131 talep ediyor:<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-3ebcd18 e-grid e-con-full e-con e-child\" data-id=\"3ebcd18\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;shape_divider_top&quot;:&quot;triangle&quot;}\">\n\t\t\t\t<div class=\"elementor-shape elementor-shape-top\" aria-hidden=\"true\" data-negative=\"false\">\n\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewbox=\"0 0 1000 100\" preserveaspectratio=\"none\">\n\t<path class=\"elementor-shape-fill\" d=\"M500,98.9L0,6.1V0h1000v6.1L500,98.9z\"\/>\n<\/svg>\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-12ce313 e-con-full e-flex e-con e-child\" data-id=\"12ce313\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-171b161 ui-e-align-left ui-e-align-tablet-left ui-e-align-mobile-left elementor-widget__width-initial elementor-widget-tablet__width-inherit ui-e-top elementor-widget elementor-widget-uicore-icon-box\" data-id=\"171b161\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;position&quot;:&quot;top&quot;,&quot;content_padding&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;top&quot;:&quot;&quot;,&quot;right&quot;:&quot;&quot;,&quot;bottom&quot;:&quot;&quot;,&quot;left&quot;:&quot;&quot;,&quot;isLinked&quot;:true},&quot;content_padding_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;top&quot;:&quot;&quot;,&quot;right&quot;:&quot;&quot;,&quot;bottom&quot;:&quot;&quot;,&quot;left&quot;:&quot;&quot;,&quot;isLinked&quot;:true},&quot;content_padding_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;top&quot;:&quot;&quot;,&quot;right&quot;:&quot;&quot;,&quot;bottom&quot;:&quot;&quot;,&quot;left&quot;:&quot;&quot;,&quot;isLinked&quot;:true}}\" data-widget_type=\"uicore-icon-box.default\">\n\t\t\t\t\t\n        <div class=\"ui-e-ico-box\" >\n\n            \n            <div class='ui-e-flex-wrp'>\n\n                                    <div class=\"ui-e-icon-wrp\">\n\n                        <i aria-hidden=\"true\" class=\"ti ti-shield\"><\/i>\n                    <\/div>\n                \n                <div class=\"ui-e-title-wrp\"><h5 class=\"ui-e-title\">Yeni risk t\u00fcrleri<\/h5><\/div>\n            <\/div>\n\n            <div class=\"ui-e-box-content\">\n                \n                <div class=\"ui-e-description\">\n                    <p>(Bask\u0131n, Drift, Yanl\u0131\u015f S\u0131n\u0131fland\u0131rma)<\/p>                <\/div>\n\n                \n            <\/div>\n        <\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-988a5e3 e-con-full e-flex e-con e-child\" data-id=\"988a5e3\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-90f8c1f ui-e-align-left ui-e-align-tablet-left ui-e-align-mobile-left elementor-widget__width-initial elementor-widget-tablet__width-inherit ui-e-top elementor-widget elementor-widget-uicore-icon-box\" data-id=\"90f8c1f\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;position&quot;:&quot;top&quot;,&quot;content_padding&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;top&quot;:&quot;&quot;,&quot;right&quot;:&quot;&quot;,&quot;bottom&quot;:&quot;&quot;,&quot;left&quot;:&quot;&quot;,&quot;isLinked&quot;:true},&quot;content_padding_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;top&quot;:&quot;&quot;,&quot;right&quot;:&quot;&quot;,&quot;bottom&quot;:&quot;&quot;,&quot;left&quot;:&quot;&quot;,&quot;isLinked&quot;:true},&quot;content_padding_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;top&quot;:&quot;&quot;,&quot;right&quot;:&quot;&quot;,&quot;bottom&quot;:&quot;&quot;,&quot;left&quot;:&quot;&quot;,&quot;isLinked&quot;:true}}\" data-widget_type=\"uicore-icon-box.default\">\n\t\t\t\t\t\n        <div class=\"ui-e-ico-box\" >\n\n            \n            <div class='ui-e-flex-wrp'>\n\n                                    <div class=\"ui-e-icon-wrp\">\n\n                        <i aria-hidden=\"true\" class=\"ti ti-check-box\"><\/i>\n                    <\/div>\n                \n                <div class=\"ui-e-title-wrp\"><h5 class=\"ui-e-title\">Yeni kontroller <\/h5><\/div>\n            <\/div>\n\n            <div class=\"ui-e-box-content\">\n                \n                <div class=\"ui-e-description\">\n                    <p>(Denetim izleri, izleme)<\/p>                <\/div>\n\n                \n            <\/div>\n        <\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-d6d6d5d e-con-full e-flex e-con e-child\" data-id=\"d6d6d5d\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-5c7a5bb ui-e-align-left ui-e-align-tablet-left ui-e-align-mobile-left elementor-widget__width-initial elementor-widget-tablet__width-inherit ui-e-top elementor-widget elementor-widget-uicore-icon-box\" data-id=\"5c7a5bb\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;position&quot;:&quot;top&quot;,&quot;content_padding&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;top&quot;:&quot;&quot;,&quot;right&quot;:&quot;&quot;,&quot;bottom&quot;:&quot;&quot;,&quot;left&quot;:&quot;&quot;,&quot;isLinked&quot;:true},&quot;content_padding_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;top&quot;:&quot;&quot;,&quot;right&quot;:&quot;&quot;,&quot;bottom&quot;:&quot;&quot;,&quot;left&quot;:&quot;&quot;,&quot;isLinked&quot;:true},&quot;content_padding_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;top&quot;:&quot;&quot;,&quot;right&quot;:&quot;&quot;,&quot;bottom&quot;:&quot;&quot;,&quot;left&quot;:&quot;&quot;,&quot;isLinked&quot;:true}}\" data-widget_type=\"uicore-icon-box.default\">\n\t\t\t\t\t\n        <div class=\"ui-e-ico-box\" >\n\n            \n            <div class='ui-e-flex-wrp'>\n\n                                    <div class=\"ui-e-icon-wrp\">\n\n                        <i aria-hidden=\"true\" class=\"ti ti-settings\"><\/i>\n                    <\/div>\n                \n                <div class=\"ui-e-title-wrp\"><h5 class=\"ui-e-title\">Yeni y\u00f6neti\u015fim yap\u0131lar\u0131 <\/h5><\/div>\n            <\/div>\n\n            <div class=\"ui-e-box-content\">\n                \n                <div class=\"ui-e-description\">\n                    <p>(AI Kurulu, KI Sorumlular\u0131)<\/p>                <\/div>\n\n                \n            <\/div>\n        <\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-62fe219 e-con-full e-flex e-con e-child\" data-id=\"62fe219\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-e6ab0c3 ui-e-align-left ui-e-align-tablet-left ui-e-align-mobile-left elementor-widget__width-initial elementor-widget-tablet__width-inherit ui-e-top elementor-widget elementor-widget-uicore-icon-box\" data-id=\"e6ab0c3\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;position&quot;:&quot;top&quot;,&quot;content_padding&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;top&quot;:&quot;&quot;,&quot;right&quot;:&quot;&quot;,&quot;bottom&quot;:&quot;&quot;,&quot;left&quot;:&quot;&quot;,&quot;isLinked&quot;:true},&quot;content_padding_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;top&quot;:&quot;&quot;,&quot;right&quot;:&quot;&quot;,&quot;bottom&quot;:&quot;&quot;,&quot;left&quot;:&quot;&quot;,&quot;isLinked&quot;:true},&quot;content_padding_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;top&quot;:&quot;&quot;,&quot;right&quot;:&quot;&quot;,&quot;bottom&quot;:&quot;&quot;,&quot;left&quot;:&quot;&quot;,&quot;isLinked&quot;:true}}\" data-widget_type=\"uicore-icon-box.default\">\n\t\t\t\t\t\n        <div class=\"ui-e-ico-box\" >\n\n            \n            <div class='ui-e-flex-wrp'>\n\n                                    <div class=\"ui-e-icon-wrp\">\n\n                        <i aria-hidden=\"true\" class=\"ti ti-reload\"><\/i>\n                    <\/div>\n                \n                <div class=\"ui-e-title-wrp\"><h5 class=\"ui-e-title\">Varolan sistemlere entegrasyon <\/h5><\/div>\n            <\/div>\n\n            <div class=\"ui-e-box-content\">\n                \n                <div class=\"ui-e-description\">\n                    <p>ERM ve IKS sistemleri<\/p>                <\/div>\n\n                \n            <\/div>\n        <\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-f2dba06 e-con-full e-flex e-con e-child\" data-id=\"f2dba06\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-d2d80a0 elementor-widget elementor-widget-html\" data-id=\"d2d80a0\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t\t<style>\n  .ai-practice-compact {\n    max-width: 1180px;\n    margin: 0 auto;\n    padding: 40px 0 20px 0;\n    font-family: -apple-system, BlinkMacSystemFont, \"Segoe UI\", Roboto, Arial, sans-serif;\n    color: #070b24;\n  }\n\n  .ai-practice-compact h2 {\n    font-size: clamp(40px, 4.5vw, 58px);\n    line-height: 1.08;\n    font-weight: 600;\n    letter-spacing: -0.04em;\n    color: #070b24;\n    margin: 0 0 28px 0;\n  }\n\n  .ai-practice-compact-intro {\n    font-size: clamp(22px, 2vw, 28px);\n    line-height: 1.45;\n    color: #4f566b;\n    margin: 0 0 40px 0;\n  }\n\n  .ai-practice-compact-grid {\n    display: grid;\n    grid-template-columns: repeat(2, 1fr);\n    gap: 24px;\n  }\n\n  .ai-practice-compact-card {\n    position: relative;\n    display: flex;\n    align-items: center;\n    gap: 22px;\n    min-height: 150px;\n    background: linear-gradient(145deg, #ffffff 0%, #fbfbfd 100%);\n    border: 1px solid rgba(7, 11, 36, 0.14);\n    border-radius: 26px;\n    padding: 28px 32px;\n    box-shadow: 0 18px 44px rgba(7, 11, 36, 0.06);\n    overflow: hidden;\n    transition: transform 0.25s ease, box-shadow 0.25s ease, border-color 0.25s ease;\n  }\n\n  .ai-practice-compact-card::before {\n    content: \"\";\n    position: absolute;\n    inset: 0;\n    background: radial-gradient(circle at top right, rgba(176, 0, 0, 0.10), transparent 44%);\n    pointer-events: none;\n  }\n\n  .ai-practice-compact-card::after {\n    content: \"\";\n    position: absolute;\n    left: 0;\n    top: 28px;\n    bottom: 28px;\n    width: 5px;\n    background: #b00000;\n    border-radius: 0 999px 999px 0;\n  }\n\n  .ai-practice-compact-card:hover {\n    transform: translateY(-4px);\n    border-color: rgba(176, 0, 0, 0.34);\n    box-shadow: 0 26px 60px rgba(176, 0, 0, 0.10);\n  }\n\n  .ai-practice-compact-icon {\n    position: relative;\n    z-index: 1;\n    flex: 0 0 54px;\n    width: 54px;\n    height: 54px;\n    border-radius: 16px;\n    background: #b00000;\n    color: #ffffff;\n    display: flex;\n    align-items: center;\n    justify-content: center;\n    font-size: 26px;\n    font-weight: 800;\n    box-shadow: 0 14px 32px rgba(176, 0, 0, 0.22);\n  }\n\n  .ai-practice-compact-card p {\n    position: relative;\n    z-index: 1;\n    margin: 0;\n    color: #070b24;\n    font-size: clamp(22px, 1.8vw, 28px);\n    line-height: 1.32;\n    font-weight: 600;\n    letter-spacing: -0.025em;\n  }\n\n  @media (max-width: 900px) {\n    .ai-practice-compact-grid {\n      grid-template-columns: 1fr;\n    }\n\n    .ai-practice-compact-card {\n      min-height: 130px;\n    }\n  }\n\n  @media (max-width: 767px) {\n    .ai-practice-compact {\n      padding: 32px 0 10px 0;\n    }\n\n    .ai-practice-compact-card {\n      gap: 18px;\n      padding: 24px 24px;\n      border-radius: 22px;\n    }\n\n    .ai-practice-compact-icon {\n      flex-basis: 48px;\n      width: 48px;\n      height: 48px;\n      border-radius: 15px;\n      font-size: 23px;\n    }\n\n    .ai-practice-compact-card p {\n      font-size: 22px;\n    }\n  }\n<\/style>\n\n<section class=\"ai-practice-compact\">\n\n  <h2>Pratik \u00d6rnek<\/h2>\n\n  <p class=\"ai-practice-compact-intro\">\n    AI tabanl\u0131 kredi verme hizmeti sunan bir i\u015fletmenin \u00f6rne\u011fin \u015fu \u015feyleri yapmas\u0131 gerekmektedir:\n  <\/p>\n\n  <div class=\"ai-practice-compact-grid\">\n\n    <div class=\"ai-practice-compact-card\">\n      <div class=\"ai-practice-compact-icon\">\u2713<\/div>\n      <p>E\u015fitlik riski olu\u015fturmak (-&gt; gruplar\u0131n sistematik olarak dezavantajlanmas\u0131)<\/p>\n    <\/div>\n\n    <div class=\"ai-practice-compact-card\">\n      <div class=\"ai-practice-compact-icon\">\u2713<\/div>\n      <p>E\u011fitim ve \u00f6\u011frenme verilerini belgeleyin<\/p>\n    <\/div>\n\n    <div class=\"ai-practice-compact-card\">\n      <div class=\"ai-practice-compact-icon\">\u2713<\/div>\n      <p>KI kontrol sistemi uygulamak<\/p>\n    <\/div>\n\n    <div class=\"ai-practice-compact-card\">\n      <div class=\"ai-practice-compact-icon\">\u2713<\/div>\n      <p>D\u00fczenli denetimler yap\u0131n<\/p>\n    <\/div>\n\n  <\/div>\n\n<\/section>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c96c480 elementor-widget__width-initial elementor-widget elementor-widget-html\" data-id=\"c96c480\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t\t<style>\n  .praxisnutzen-section {\n    max-width: 980px;\n    margin: 0 auto;\n    padding: 30px 20px 35px 20px;\n    font-family: -apple-system, BlinkMacSystemFont, \"Segoe UI\", Roboto, Arial, sans-serif;\n    color: #070b24;\n  }\n\n  .praxisnutzen-title {\n    font-size: clamp(38px, 4.5vw, 58px);\n    line-height: 1.08;\n    font-weight: 600;\n    letter-spacing: -0.04em;\n    margin: 0 0 24px 0;\n    color: #070b24;\n  }\n\n  .praxisnutzen-intro {\n    font-size: clamp(20px, 1.8vw, 26px);\n    line-height: 1.45;\n    color: #4f566b;\n    margin: 0 0 28px 0;\n  }\n\n  .praxisnutzen-list {\n    display: flex;\n    flex-direction: column;\n    gap: 18px;\n  }\n\n  .praxisnutzen-item {\n    display: flex;\n    align-items: center;\n    gap: 26px;\n    background: #ffffff;\n    border: 1px solid rgba(7, 11, 36, 0.14);\n    border-radius: 26px;\n    padding: 22px 30px;\n    min-height: 96px;\n    box-shadow: 0 12px 28px rgba(7, 11, 36, 0.05);\n  }\n\n  .praxisnutzen-icon {\n    width: 58px;\n    height: 58px;\n    min-width: 58px;\n    border-radius: 18px;\n    background: #b00000;\n    display: flex;\n    align-items: center;\n    justify-content: center;\n    box-shadow: 0 12px 26px rgba(176, 0, 0, 0.16);\n  }\n\n  .praxisnutzen-icon svg {\n    width: 30px;\n    height: 30px;\n    display: block;\n  }\n\n  .praxisnutzen-text {\n    font-size: clamp(20px, 1.7vw, 25px);\n    line-height: 1.35;\n    color: #4f566b;\n    font-weight: 400;\n  }\n\n  @media (max-width: 767px) {\n    .praxisnutzen-section {\n      padding: 24px 16px 30px 16px;\n    }\n\n    .praxisnutzen-item {\n      gap: 18px;\n      padding: 20px 22px;\n      border-radius: 22px;\n      min-height: 82px;\n    }\n\n    .praxisnutzen-icon {\n      width: 48px;\n      height: 48px;\n      min-width: 48px;\n      border-radius: 15px;\n    }\n\n    .praxisnutzen-icon svg {\n      width: 25px;\n      height: 25px;\n    }\n\n    .praxisnutzen-text {\n      font-size: 19px;\n    }\n  }\n<\/style>\n\n<section class=\"praxisnutzen-section\">\n\n  <h2 class=\"praxisnutzen-title\">\n    Uygulama yararlar\u0131:\n  <\/h2>\n\n  <p class=\"praxisnutzen-intro\">\n    Erken ba\u015flayan i\u015fletmeler, \u015funlardan yararlan\u0131r:\n  <\/p>\n\n  <div class=\"praxisnutzen-list\">\n\n    <div class=\"praxisnutzen-item\">\n      <div class=\"praxisnutzen-icon\">\n        <svg viewbox=\"0 0 24 24\" fill=\"none\" aria-hidden=\"true\">\n          <path d=\"M20 6L9 17L4 12\" stroke=\"#ffffff\" stroke-width=\"3.2\" stroke-linecap=\"round\" stroke-linejoin=\"round\"\/>\n        <\/svg>\n      <\/div>\n      <div class=\"praxisnutzen-text\">Daha d\u00fc\u015f\u00fck uyum riski<\/div>\n    <\/div>\n\n    <div class=\"praxisnutzen-item\">\n      <div class=\"praxisnutzen-icon\">\n        <svg viewbox=\"0 0 24 24\" fill=\"none\" aria-hidden=\"true\">\n          <path d=\"M20 6L9 17L4 12\" stroke=\"#ffffff\" stroke-width=\"3.2\" stroke-linecap=\"round\" stroke-linejoin=\"round\"\/>\n        <\/svg>\n      <\/div>\n      <div class=\"praxisnutzen-text\">Daha iyi KI kalitesi<\/div>\n    <\/div>\n\n    <div class=\"praxisnutzen-item\">\n      <div class=\"praxisnutzen-icon\">\n        <svg viewbox=\"0 0 24 24\" fill=\"none\" aria-hidden=\"true\">\n          <path d=\"M20 6L9 17L4 12\" stroke=\"#ffffff\" stroke-width=\"3.2\" stroke-linecap=\"round\" stroke-linejoin=\"round\"\/>\n        <\/svg>\n      <\/div>\n      <div class=\"praxisnutzen-text\">Denetim kurumlar\u0131na kar\u015f\u0131 daha y\u00fcksek bir \u015feffafl\u0131k<\/div>\n    <\/div>\n\n    <div class=\"praxisnutzen-item\">\n      <div class=\"praxisnutzen-icon\">\n        <svg viewbox=\"0 0 24 24\" fill=\"none\" aria-hidden=\"true\">\n          <path d=\"M20 6L9 17L4 12\" stroke=\"#ffffff\" stroke-width=\"3.2\" stroke-linecap=\"round\" stroke-linejoin=\"round\"\/>\n        <\/svg>\n      <\/div>\n      <div class=\"praxisnutzen-text\">Net y\u00f6neti\u015fim yap\u0131lar\u0131<\/div>\n    <\/div>\n\n  <\/div>\n\n<\/section>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-574db0a elementor-widget elementor-widget-html\" data-id=\"574db0a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t\t<div class=\"opture-ai-fazit\">\n  <div class=\"opture-ai-fazit__icon\" aria-hidden=\"true\">\u2713<\/div>\n\n  <div class=\"opture-ai-fazit__content\">\n    <span class=\"opture-ai-fazit__label\">SONU\u00c7<\/span>\n\n    <h3>KI y\u00f6netimi bir rekabet avantaj\u0131 haline geliyor<\/h3>\n\n    <p>\n      AI 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Unternehmen [&hellip;]<\/p>\n","protected":false},"author":3,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[8,7],"tags":[],"class_list":["post-7847","post","type-post","status-publish","format-standard","hentry","category-ai","category-blog"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Top-Thema Datenqualit\u00e4t: &quot;Shit in - Shit out&quot;. 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