Recon without regrets
Deterministic confidence bands make reconciliation reviewable and fast.
How we're different
- High/medium/low confidence is explicit and testable.
- Exceptions are first-class and routed to an inbox.
- LLMs draft explanations—never decide matches.
Trust rule: AI drafts, humans decide for sensitive outcomes.
What “deterministic” means
- Matching score comes from rules (amount, date, reference, counterparty).
- Thresholds are visible and adjustable.
- Every exception has a reason and next steps.
Diagram
Bank
→
Score
→
Band
→
Review