Agent Audit & Remediation
Audits an existing agent deployment for safety, cost, and accuracy — then fixes it, at a fixed-scope quote.
What it watches
Your existing agent's decision log, cost profile, and error rate over the audit window
What it does
Audits safety, cost, and accuracy against a fixed scope, reports findings, and remediates what you decide to fix
When it asks a human first
What gets remediated is entirely your call — the audit reports findings plainly, ranked by severity, and never assumes a finding must be fixed.
How it works
- 1Scopes the audit
Defines a fixed scope with you up front — which agent, which time window, which risk categories — so the audit has a clear boundary and a fixed-scope quote.
- 2Audits safety
Reviews the decision log for actions the agent shouldn't have taken, escalation rules that didn't fire, and guardrails that were silently bypassed.
- 3Audits cost and accuracy
Compares actual spend against expected, and samples outputs against ground truth to measure real accuracy, not the vendor's claimed number.
- 4Reports and remediates
Delivers findings plainly, ranked by severity, and remediates only what you decide to fix — the audit doesn't assume every finding needs immediate action.
What triggers it
- · A fixed-scope audit engagement begins
- · The audit window closes and findings are compiled
- · A finding is severe enough to warrant immediate flagging before the full report
- · You decide which findings to remediate
What you get
- · A findings report covering safety, cost, and accuracy against the audit scope
- · A decision-log analysis of the existing agent's behaviour over the audit window
- · A cost-profile breakdown against expected spend
- · A remediation plan for findings you choose to fix
Not the right fit if
Not for a brand-new agent with no operating history yet — an audit needs a decision log and a spend history to examine.
The math
At ~2,000 audited decisions/mo × 8 min, that is roughly 266.7 h/mo — an estimate, not a guarantee.
Frequently asked
Findings and remediation are separate, priced stages — the audit itself is always fixed-scope, and remediation is scoped from what it finds, only if you want it.
Actions the agent took outside its intended scope, escalation rules that should have fired but didn't, or guardrails that were bypassed — reviewed against the decision log, not assumed.
Yes — the audit works from the agent's decision log and behaviour, not its origin.
Scoped at the start based on the audit window and agent complexity — a fixed timeline agreed before work begins, not open-ended.
Ready to put agent audit & remediation to work?
Tell us about your setup and we'll confirm it fits within 48 hours.