An audit trail you never have to build.
Every action, decision, and document carries its evidence, reasoning, confidence, and reviewer — recorded as work happens.
What it is
When the Joint Commission or a client auditor asks 'prove it,' the answer is already assembled. Every agent action is logged as it happens: what was checked, what evidence supported it, what the model's confidence was, which policies gated it, and who reviewed it. Audits become exports, not archaeology.
How the agents run it · Compliance & Oversight
01
Record
Every action logs its evidence, reasoning summary, and confidence as it executes.
02
Link
Documents, verifications, and decisions are cross-linked into one traceable chain.
03
Preserve
Records are durable and tamper-evident.
04
Export
Auditor-ready packets assemble in minutes, filtered to scope.
What you get
- Joint Commission and client audits become exports
- Every decision explainable, from day zero
- Zero specialist time assembling evidence
Questions
What exactly is in the audit log?
Every meaningful action: source evidence, reasoning summary, model confidence, policy gates applied, tool calls made, and any supervisor or human review — attached to each decision as it happens.
Can we produce audit packets for a specific facility or time period?
Yes — audit exports filter by candidate, facility, requirement, or date range, assembling in minutes what used to take days.
More in Compliance & Oversight
See audit logs run live.
Thirty minutes, one placement, worked live — start to submit-ready.