Enterprise data privacy and KVKK-aware architecture

Data sources, processing purposes, retention needs, and access boundaries are assessed early. Contact forms are designed with data minimization and secure record handling principles.

Authorization-first design

  • Role and document-level access assumptions
  • Tenant isolation approach for enterprise deployments
  • On-premise, private cloud, and hybrid options
  • Least-privilege service and API design

RAG reliability and AI governance

  • Source attribution
  • Authorized retrieval and filtering
  • Evaluation flows that reduce hallucination risk
  • Human review for sensitive document workflows

Auditability and data minimization

Logging, technical event records, and audit needs are balanced with data minimization. Projects should define what data is retained, why it is required, and for how long.