MirrorGate

MirrorGate turns live AI behavior into evidence: model cards, decision logs, approval records, route health, and operating receipts. The record stays current because it is produced by the workflow, not written about it later.

The result is a machine-readable audit trace for leadership, operations, technology, and assurance teams. It shows what happened, who approved it, which guardrail fired, and what evidence was generated.

MirrorGate is how governance becomes visible inside the operating surface: policies route work, approvals pause sensitive actions, provenance links the record, and recovery paths are documented when something fails.