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Validation engineStop mismatches at the source.
The validation engine scores every provisional posting the moment it is captured and checks it against your reference data — so the records most likely to break never reach the close.
Provisional posting
A captured payment enters the gate
Control totals
Feed totals reconcile before matching
Referential
IDs resolve against reference tables
Replay & drift
Duplicates and format drift are caught
Risk score
Probability of a future mismatch
Allow or correct
Clean records pass; risky ones are flagged
Rules first, model second.
Every control maps to a named check with a clear reason code. The model adds a probability of failure; the rules keep the system explainable and auditable.
- Control totals reconcile across every inbound feed
- Referential checks against your reference tables
- Replay and duplicate detection within configured windows
- Format-drift detection on inbound files
- Calibrated risk score trained on multi-year exception history
A structurally smaller queue.
Corrective tools help you clear the pile faster. Preventing mismatches at capture shrinks the pile at the source.
Prevent, don't just match.
See how upstream validation reduces the exceptions that reach your close.