stamp

To add an audit trail to AI generated documents, you can embed a governance stamp that details the active mode, posture, session ID, and integrity hash. This ensures document provenance and traceability for outputs used outside the conversation.

Document provenance verifies that an AI output is linked to the specific governance context under which it was created. You need provenance to provide clear auditability and ensure formal reports or code can be reliably traced back to their generation parameters.

You can generate a SHA-256 integrity hash for your content and governance state by activating governed output. If direct computation is not possible within your environment, the system provides a structured placeholder to maintain the audit trail.

Embedding governance metadata appends a footer to your produced reports rather than altering the main content. This footer details the mode, posture, session ID, and integrity hash, making the document itself the record without disrupting its primary formatting.

You should use document traceability stamping when producing outputs intended for use outside the current conversation, such as formal reports or pieces of code. It ensures verifiable linkage to the creation context for external auditability.