AI-assisted PSP payout reconciliation
Turn unresolved payouts into evidence-backed work.
Yichen Resolve brings PSP, bank, and ERP evidence into one human-controlled exception workflow—after deterministic matching has done everything it responsibly can.
Portfolio demo using generated, fictional records—not customer data. It does not move money, change a ledger, or provide accounting advice.
The expensive residue
Matching is only the beginning.
Fees, timing, aggregation, missing references, reversals, and duplicate events still send finance operators across multiple exports and systems.
3source roles
5deterministic rule families
1bounded AI task
0external write paths
Clear authority boundaries
AI helps where ambiguity remains.
Facts, advice, and decisions are distinct in both the architecture and the interface.
- 01
Deterministic truth
Versioned code owns normalization, matching, ambiguity, and every preserved source value.
- 02
Bounded assistance
AI may form an evidence-linked hypothesis and suggest the next safe check. It cannot change the case.
- 03
Human resolution
An authorized operator reviews the evidence and records an append-only decision with no external effect.
One payout. Three sources. One unresolved link.
Inspect the deterministic finding, trace every material observation to evidence, and see why the operator waits for missing information.
Open the case