AI adoption without governance creates silent risk. Compliance is not a legal footer; it is an operating discipline.
Start with data minimization. Collect only fields required for a defined purpose. Reduce free-text capture where sensitive data may appear unnecessarily.
Then enforce access boundaries. Separate admin, analyst, and operator permissions. Every role should access only what it needs.
Retention policy must be explicit. Define how long conversation logs and uploaded documents are stored, and how deletion requests are processed.
Audit readiness requires traceability. Keep event logs for configuration changes, export actions, and sensitive workflow triggers.
Vion AI deployments can be structured around these controls to align everyday operations with KVKK and GDPR expectations.