Leadership experienceFortune 10 healthcare distributor · Healthcare distribution
2-passextract + audit
- Challenge
- Payment and surcharge language was buried in complex agreements and hard to find consistently with keyword search.
- Built
- Extractor and auditor agents that read each agreement in two passes, structured the obligations and kept a clause-level citation for every finding.
- Result
- Findings the business could check, prioritize and act on, with a citation a reviewer can open.
Multi-agentCitationsTwo-pass verification