Glossary/False positive

False positive

A false positive is a screening hit that does not actually refer to the customer being screened.

Analyst burden

High false positive rates slow onboarding — good match fields and scores reduce noise.

How FinanceAI handles this

Hits show matched attributes so analysts clear namesakes with documented reasons.

Questions

Reduce false positives?

Tune thresholds, use additional identifiers, and connect richer data in pilot.

Run it on your own document

Upload a dummy bank statement, KYC pack, or trial balance. Agents read it, apply policy checks, and show each step before a human would approve.