Catch the gap between what was agreed and what was filed or billed.
We're extending the same reconciliation engine we validated in healthcare billing to legal agreements, filings, and invoicing — comparing signed terms against what actually gets executed.
Contracts, filings, and invoices drift apart — quietly.
A retainer agreement sets a rate; an invoice bills a different one. A contract sets a filing deadline; the actual filing slips past it. An amendment gets discussed by email but never makes it into the executed document. Each gap is small on its own — reviewed by hand, one document at a time, they're easy to miss.
Zorvaine's engine reads the governing document and the downstream record, and surfaces exactly where they disagree.
Illustrative example for design purposes only.
The same three-step loop we validated in healthcare.
Ingest the pair
The governing document — a contract, retainer, or engagement letter — and its downstream record: an invoice, filing, or amendment.
Compare & flag
The model checks terms, rates, deadlines, and clauses against what was actually billed or filed, flagging mismatches.
Attorney review
Every flag goes to a licensed attorney or paralegal to confirm. Zorvaine does not give legal advice or make filing decisions.
Same engine, validated — now scoping legal.
We want to be upfront: AI in Legal is a roadmap item, not something you can pilot yet. What exists today is the detection approach itself, already validated in our RCM product — 94.0% precision on a comparable "does the record match the source of truth" task. We're now scoping what it takes to apply that to legal document pairs.
- Firms billing against fixed-fee or capped-rate agreements
- In-house legal/legal ops teams reconciling contracts against invoices from outside counsel
- Teams that need filing deadlines and amendments checked against the executed contract
Law firms and legal ops teams reconciling documents by hand.
If your team already spends time manually cross-checking contracts against invoices or filings, we'd like to talk to you while we design this — your workflow is exactly what will shape the product.
Help us design this the right way.
We're talking to law firms and legal ops teams before we build. If contract-vs-invoice or contract-vs-filing mismatches are a real headache for you, fill out the form and we'll be in touch.
Prefer email? Reach us directly at info@zorvaine.com.
Prefer to call? Reach us at +1 (469) 536-0817.