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

  1. 01

    Record

    Every action logs its evidence, reasoning summary, and confidence as it executes.

  2. 02

    Link

    Documents, verifications, and decisions are cross-linked into one traceable chain.

  3. 03

    Preserve

    Records are durable and tamper-evident.

  4. 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.

See audit logs run live.

Thirty minutes, one placement, worked live — start to submit-ready.