{"id":893,"date":"2026-01-29T08:00:58","date_gmt":"2026-01-29T05:00:58","guid":{"rendered":"https:\/\/neku.ai\/sap-chatgpt-veri-guvenligi\/"},"modified":"2026-01-29T08:01:21","modified_gmt":"2026-01-29T05:01:21","slug":"sap-chatgpt-veri-guvenligi","status":"publish","type":"post","link":"https:\/\/neku.ai\/en\/sap-chatgpt-veri-guvenligi\/","title":{"rendered":"SAP Verisini ChatGPT ile Payla\u015fman\u0131n G\u00fcvenlik Riskleri"},"content":{"rendered":"

Neden SAP Verisi ChatGPT\u2019ye Sorulamaz<\/strong><\/h1>\n
\n

Giri\u015f<\/strong><\/h3>\n

SAP verisi, kurumsal s\u00fcre\u00e7lerin kalbidir ve do\u011frudan finans, insan kaynaklar\u0131, \u00fcretim gibi kritik sistemleri i\u00e7erir. Bu nedenle \u201csap chatgpt\u201d entegrasyonu g\u00fcndeme geldi\u011finde, as\u0131l soru yaln\u0131zca teknik de\u011fil ayn\u0131 zamanda g\u00fcvenlik temellidir. Konu SAP + AI ba\u011flam\u0131nda de\u011ferlendirildi\u011finde, bu verilerin d\u0131\u015f kaynakl\u0131 bir yapay zekaya aktar\u0131lmas\u0131 ciddi riskler do\u011furabilir.<\/p>\n

\n

Neden SAP Verisi ChatGPT\u2019ye Sorulamaz tan\u0131m\u0131<\/strong><\/h3>\n

SAP verisini ChatGPT\u2019ye y\u00f6neltmek, kurum i\u00e7i gizli bilgilerin harici bir modele aktar\u0131lmas\u0131 anlam\u0131na gelir. \u201csap chatgpt\u201d etkile\u015fimi, sistemin dili anlamland\u0131rma ve \u00f6neri \u00fcretme g\u00fcc\u00fcyle cazip g\u00f6r\u00fcnse de SAP ortamlar\u0131ndaki hassas finansal, operasyonel ve ki\u015fisel veriler bu t\u00fcr a\u00e7\u0131k sistemlerde korunamaz. Bu nedenle, yapay zeka destekli analizlerin SAP verisi \u00fczerinde do\u011frudan \u00e7al\u0131\u015fmas\u0131 yerine, g\u00fcvenli ve kontroll\u00fc entegrasyon katmanlar\u0131 gereklidir.<\/p>\n

\n

sap chatgpt nas\u0131l \u00e7al\u0131\u015f\u0131r<\/strong><\/h3>\n

ChatGPT, b\u00fcy\u00fck dil modelleri (LLM) tabanl\u0131 bir tahmin sistemidir. Kullan\u0131c\u0131dan ald\u0131\u011f\u0131 metni semantik olarak analiz eder, olas\u0131l\u0131kl\u0131 yan\u0131tlar \u00fcretir ve daha \u00f6nce i\u015flenmi\u015f devasa veri k\u00fcmelerinden \u00f6\u011frenir. Ancak bu s\u00fcre\u00e7te d\u0131\u015f sistem verisini do\u011frudan sorgulamak i\u00e7in uygun bir g\u00fcvenlik modeli sunmaz.<\/p>\n

Temel parametreler ve ayarlar<\/strong><\/h4>\n

Bir sap chatgpt entegrasyonunda API eri\u015fimi, token y\u00f6netimi, veri anonimle\u015ftirme ve oturum s\u00fcreleri kritik parametrelerdir. SAP arka u\u00e7 sistemlerine ait RFC \u00e7a\u011fr\u0131lar\u0131 veya OData servisleri, yaln\u0131zca g\u00fcvenli a\u011f t\u00fcnelleri \u00fczerinden eri\u015filebilir olmal\u0131d\u0131r. Ayr\u0131ca her sorgunun loglanmas\u0131, sap security politikalar\u0131n\u0131n bir par\u00e7as\u0131d\u0131r.<\/p>\n

S\u0131k yap\u0131lan hatalar ve ka\u00e7\u0131nma y\u00f6ntemleri<\/strong><\/h4>\n

Yayg\u0131n hata, ChatGPT\u2019ye ger\u00e7ek SAP tablolar\u0131n\u0131 veya sat\u0131\u015f verisini do\u011frudan g\u00f6ndermektir. Bu yakla\u015f\u0131m veri s\u0131z\u0131nt\u0131s\u0131na neden olur. Bunun yerine \u00f6zetlenmi\u015f, anonimle\u015ftirilmi\u015f ya da sim\u00fcle edilmi\u015f veri setleri kullan\u0131lmal\u0131d\u0131r. Kurumsal g\u00fcvenlik duvar\u0131 arkas\u0131nda, \u00f6zel olarak e\u011fitilmi\u015f bir LLM kullanmak daha g\u00fcvenli bir y\u00f6ntemdir.<\/p>\n

Ger\u00e7ek sistemlerde uygulama \u00f6rnekleri<\/strong><\/h4>\n

Kurulu\u015flar genellikle ChatGPT\u2019yi SAP Fiori uygulamalar\u0131yla bilgi taban\u0131 yan\u0131tlar\u0131 i\u00e7in e\u015fle\u015ftirir. Ancak bu durumda bile veriler, SAP Gateway \u00fczerinde maskelenmi\u015f olarak tutulmal\u0131 ve yaln\u0131zca yap\u0131sal sorgular (\u00f6rne\u011fin malzeme a\u00e7\u0131klamalar\u0131) g\u00f6nderilmelidir. T\u00fcm s\u00fcre\u00e7 SAP g\u00fcvenlik rolleriyle uyumlu olmal\u0131d\u0131r.<\/p>\n

\n

Teknik a\u00e7\u0131klama (derin seviye)<\/strong><\/h3>\n

Orta seviye teknik bak\u0131\u015f a\u00e7\u0131s\u0131ndan, sap chatgpt entegrasyonu veri ak\u0131\u015f\u0131n\u0131n nas\u0131l y\u00f6netildi\u011fine ba\u011fl\u0131d\u0131r. SAP sisteminden \u00e7\u0131kan her veri, middleware \u00fczerinden ge\u00e7meli, API \u00e7a\u011fr\u0131lar\u0131nda JWT veya OAuth2 kimlik do\u011frulamas\u0131 yap\u0131lmal\u0131d\u0131r. LLM servisleri genellikle bulut tabanl\u0131 oldu\u011fu i\u00e7in, veri iletiminde TLS 1.3 veya daha \u00fcst\u00fc \u015fifreleme zorunludur. Ayr\u0131ca, SAP verisi payla\u015f\u0131ld\u0131\u011f\u0131nda anonimle\u015ftirme algoritmalar\u0131 (\u00f6rne\u011fin hashing veya pseudonymization) uygulanmal\u0131d\u0131r. <\/p>\n

sap security ilkeleri, gizlilik (confidentiality), b\u00fct\u00fcnl\u00fck (integrity) ve eri\u015filebilirlik (availability) \u00fc\u00e7l\u00fcs\u00fcne dayan\u0131r. ChatGPT, bu ilkeleri garantilemedi\u011fi i\u00e7in do\u011frudan entegrasyon yerine veri g\u00fcvenli\u011fi katman\u0131 \u00f6nerilir.<\/p>\n

\n

\u0130\u015fletmeler i\u00e7in neden kritiktir<\/strong><\/h3>\n
    \n
  • Performans:<\/strong> SAP \u00fczerinde ek y\u00fck olu\u015fturmadan yaln\u0131zca izinli sorgular \u00e7al\u0131\u015ft\u0131r\u0131lmal\u0131d\u0131r. <\/li>\n
  • G\u00fcvenilirlik:<\/strong> Harici sistem yan\u0131tlar\u0131, SAP veri tutarl\u0131l\u0131\u011f\u0131n\u0131 etkilememelidir. <\/li>\n
  • Maliyet:<\/strong> Hatali entegrasyonlar kaynak t\u00fcketimini art\u0131rabilir. <\/li>\n
  • \u00d6l\u00e7ekleme:<\/strong> AI servisleri \u00e7oklu b\u00f6lge deste\u011fiyle hizalanmal\u0131d\u0131r. <\/li>\n
  • Otomasyon:<\/strong> Yaln\u0131zca tan\u0131ml\u0131 s\u00fcre\u00e7ler ChatGPT benzeri modellerle otomatikle\u015ftirilmelidir. <\/li>\n
  • Karar alma:<\/strong> Veri do\u011frulu\u011fu garanti edilmeden karar motorlar\u0131na aktar\u0131lmamal\u0131d\u0131r. <\/li>\n
  • Operasyonel verimlilik:<\/strong> G\u00fcvenli entegrasyonlar, kullan\u0131c\u0131 verimlili\u011fini art\u0131r\u0131r ancak riskleri minimize eder. <\/li>\n<\/ul>\n
    \n

    Bu kavram NeKu.AI i\u00e7inde nas\u0131l uygulan\u0131r<\/strong><\/h3>\n

    NeKu.AI, SAP verilerinin d\u0131\u015f yapay zeka modellerine \u00e7\u0131kar\u0131lmadan, kurum i\u00e7i g\u00fcvenli yapay zeka altyap\u0131lar\u0131nda analiz edilmesini sa\u011flar. \u00d6rne\u011fin, SAP\u2019den gelen veri ak\u0131\u015flar\u0131 \u00f6n i\u015fleme katman\u0131nda maskeleme ve eri\u015fim kontrol\u00fcnden ge\u00e7er. Daha sonra yaln\u0131zca istatistiksel \u00f6zellikler veya meta bilgiler modele aktar\u0131l\u0131r. Bu yakla\u015f\u0131m, sap security politikalar\u0131na tam uyumluluk sa\u011flar ve veri gizlili\u011fini ihlal etmeden yapay zekadan de\u011fer yarat\u0131lmas\u0131na olanak tan\u0131r.<\/p>\n

    \n

    IT y\u00f6neticileri i\u00e7in ger\u00e7ek bir senaryo<\/strong><\/h3>\n
      \n
    1. Sorun:<\/strong> Finans ekibi, SAP i\u00e7indeki gelir tahminlerini ChatGPT ile analiz etmek istiyor. <\/li>\n
    2. Ba\u011flam:<\/strong> ChatGPT bulut tabanl\u0131 oldu\u011fundan veri d\u0131\u015far\u0131 \u00e7\u0131kma riski mevcut. <\/li>\n
    3. Kavram\u0131n uygulanmas\u0131:<\/strong> NeKu.AI altyap\u0131s\u0131nda SAP verileri anonimle\u015ftirilip dahili bir LLM \u00fczerinde i\u015flenir. <\/li>\n
    4. Sonu\u00e7:<\/strong> Ekip d\u0131\u015f modele veri g\u00f6ndermeden do\u011fal dilde tahmin raporlar\u0131 olu\u015fturabilir. <\/li>\n
    5. \u0130\u015f etkisi:<\/strong> G\u00fcvenlik standartlar\u0131 korunurken karar alma s\u00fcresi k\u0131sal\u0131r, sap chatgpt tipi bir etkile\u015fim g\u00fcvenli bi\u00e7imde sa\u011flan\u0131r. <\/li>\n<\/ol>\n
      \n

      S\u0131k yap\u0131lan hatalar ve en iyi uygulamalar<\/strong><\/h3>\n

      S\u0131k hatalar:<\/strong><\/p>\n

        \n
      • SAP verilerini do\u011frudan API \u00e7a\u011fr\u0131s\u0131na eklemek <\/li>\n
      • Kullan\u0131c\u0131 yetkilerini ChatGPT seviyesinde kontrol etmemek <\/li>\n
      • sap security loglar\u0131n\u0131 devre d\u0131\u015f\u0131 b\u0131rakmak <\/li>\n<\/ul>\n

        En iyi uygulamalar:<\/strong><\/p>\n

          \n
        • Veriyi anonimle\u015ftirip yaln\u0131zca \u00f6zet bilgileri payla\u015fmak <\/li>\n
        • Eri\u015fim kontrollerini SAP rolleriyle senkronize etmek <\/li>\n
        • GPT modellerinden al\u0131nan yan\u0131tlar\u0131 SAP veri politikalar\u0131na g\u00f6re ar\u015fivlemek <\/li>\n
        • Veri y\u00f6neti\u015fimi ekiplerinden izin al\u0131nmadan hi\u00e7bir \u00fcretim verisini transfer etmemek <\/li>\n<\/ul>\n
          \n

          Sonu\u00e7<\/strong><\/h3>\n

          SAP verisini ChatGPT\u2019ye do\u011frudan sormak g\u00fcvenlik, gizlilik ve yasal riskler i\u00e7erir. sap chatgpt entegrasyonu ancak kontroll\u00fc, anonimle\u015ftirilmi\u015f ve g\u00fcvenlik katmanlar\u0131yla desteklenmi\u015f \u00e7\u00f6z\u00fcmlerle anlaml\u0131 hale gelir. Kurumlar, yapay zekan\u0131n g\u00fcc\u00fcn\u00fc kullan\u0131rken sap security prensiplerinden \u00f6d\u00fcn vermemelidir. NeKu.AI yakla\u015f\u0131m\u0131, bu dengeyi sa\u011flayarak g\u00fcvenli SAP + AI entegrasyonlar\u0131n\u0131n temelini olu\u015fturur.<\/p>","protected":false},"excerpt":{"rendered":"

          Neden SAP Verisi ChatGPT\u2019ye Sorulamaz Giri\u015f SAP verisi, kurumsal s\u00fcre\u00e7lerin kalbidir ve do\u011frudan finans, insan kaynaklar\u0131, \u00fcretim gibi kritik sistemleri i\u00e7erir. Bu nedenle \u201csap chatgpt\u201d entegrasyonu [\u2026]<\/span><\/p>\n","protected":false},"author":2,"featured_media":894,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_sitemap_exclude":false,"_sitemap_priority":"","_sitemap_frequency":"","footnotes":""},"categories":[],"tags":[],"class_list":["post-893","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry"],"yoast_head":"\nSAP Verisini ChatGPT ile Payla\u015fman\u0131n G\u00fcvenlik Riskleri - NeKu.AI<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/neku.ai\/en\/sap-chatgpt-veri-guvenligi\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"SAP Verisini ChatGPT ile Payla\u015fman\u0131n G\u00fcvenlik Riskleri - NeKu.AI\" \/>\n<meta property=\"og:description\" content=\"Neden SAP Verisi ChatGPT\u2019ye Sorulamaz Giri\u015f SAP verisi, kurumsal s\u00fcre\u00e7lerin kalbidir ve do\u011frudan finans, insan kaynaklar\u0131, \u00fcretim gibi kritik sistemleri i\u00e7erir. 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