Conversation logging should begin from an approved purpose and data map, collect only the events needed for that purpose, and provide enforceable access, retention, and deletion controls.
Event map and approved purpose
List each event the application may create: user message, assistant response, tool proposal, authorization decision, tool result, feedback, error, model metadata, latency, and administrative change. For every event, record the fields, purpose, storage system, viewer roles, retention period, export path, and deletion mechanism. This prevents a vague requirement to log conversations from silently becoming permanent storage of raw prompts, access tokens, uploaded content, and third-party responses.
The public notice and in-product consent text should match the implemented record. State whether transcripts are retained, whether operators review them, whether the provider receives them, and which features stop working if the user declines optional collection. NIST's Privacy Framework treats privacy as an enterprise risk-management concern; it does not supply the buyer's lawful basis or final language, so those decisions remain with the buyer and its advisers.
Redaction, access, retention, and deletion
Redaction belongs before durable storage when possible. Remove credentials, session tokens, hidden system values, and fields the operator does not need. Separate the application audit trail from the readable transcript so access can differ: an administrator may need to see a tool denial without seeing the full user conversation. OWASP notes that LLM applications can disclose sensitive information and that prompt instructions alone are not a reliable data-protection control.
Implement retention as an executable job with a receipt, not a policy sentence. Test deletion against the primary database, search index, object storage, analytics export, and backup policy. Preserve a minimal non-content audit record only when the approved policy requires it. Temporary test accounts and example conversations should have their own deletion date, and the admin runbook should identify who reviews failures when a scheduled deletion does not complete.
Operational review before cohort access
Run the five acceptance scenarios with synthetic or buyer-approved test data and inspect every stored record. Confirm that a denied user cannot retrieve another role's transcript, exports respect the same permission model, deleted conversations disappear from the application and search path, and support logs do not preserve excluded fields. Record any third-party retention that the application cannot control and make that dependency visible in the runbook.
Relayfront prepares the data map and technical controls through Reality Contact, LLC. The buyer approves the purpose, consent text, retention periods, user rights, and access roles before production use. The service verifies the implemented behavior against the supplied policy but does not provide legal or privacy advice and does not promise that a technical configuration satisfies every applicable obligation.
Where the service stops
Reality Contact, LLC builds and verifies the application surface but does not certify security or regulatory compliance, conduct penetration testing, decide the buyer's lawful basis for data processing, operate customer accounts indefinitely, or authorize users for production access. The buyer approves the roles, consent language, retention policy, production domain, and five scenarios, then invites the approved pilot cohort and retains authority over every account and privileged action. This is application implementation and technical verification; it does not replace the buyer's legal, privacy, security, accessibility, or production-readiness review. We do not promise that the application is attack-proof, compliant with every rule, free from defects, continuously available, or safe for scenarios outside the accepted scope.
Sources: NIST Privacy Framework; OWASP guidance on sensitive-information disclosure.