Accuracy & learning
An audit that measures itself, and gets sharper every month.
Import an outside auditor’s review and Overtrace shows its work next to theirs: what you both found, what they found that you didn’t, and what you found that they missed — with each rule’s precision & recall. Every decision you make teaches it your conventions.
The problem
“Is the AI right?” deserves a number, not a promise.
Accuracy you can’t see.
Most tools give you an answer and no way to know how often it’s wrong.
Rules that misfire forever.
A rule that’s wrong in the same way every month needs somebody to notice, and somebody to fix it.
Knowledge that walks out the door.
When the person who knew the project’s conventions moves on, so do the conventions.
The solution
Benchmarked against the auditor, and learning from you.
Side by side with the outside audit
Your audit next to the outside auditor’s review of the same invoice, item by item.
Precision & recall for every rule
See which rules agree with the auditor, which miss, and which need work.
Learns from your decisions
When you keep overruling a rule, Overtrace suggests a change — and learned exceptions are shown, not hidden.
Corrections remembered
Fix a misread number once and it stays fixed.
Proven on live packages
On live billing packages of more than 400 pages, with millions of dollars of disputed line items, Overtrace matched 98%+ of the independent auditor’s disputes — and found items the auditor hadn’t.
Questions
Common questions.
How accurate is Overtrace?
Overtrace has matched 98%+ of an independent auditor’s disputes on live billing packages of more than 400 pages, with millions of dollars of disputed line items — and flagged items the auditor missed. Import your own outside audits and Overtrace measures itself against them, rule by rule.
Does it get better over time?
Yes. Every dispute and substantiation is a signal. Overtrace suggests rule changes where your decisions disagree with it, and remembers corrections to what it read.
Get started
Bring us your worst package.
See Overtrace audit a real T&M billing package in a 30-minute demo. Then prove it on your next two invoices in a 60-day pilot.