Sapientia Finance

FICTIONAL SYNTHETIC SAMPLE — NOT CUSTOMER DATA

ERP / CSV Cleanup & Reconciliation

Sample status: Illustrative synthetic data; not a claim about a real customer.

Sample: Synthetic Demonstration   Deliverable: Sample Deliverable

Generated: 2026-08-13T07:07:22+00:00   Engine: 0.1.0

Data quality

DatasetBeforeAfter Duplicates removedExceptionsTransformationsQuality score
master54151489.0%
transactions33007100.0%

Reconciliation controls

Record-count, value-total and grouped-subtotal controls are independent. An output row-count PASS does not mean financial values reconcile.

master-to-transactions

Record-count controlPASS
Value-total controlEXCEPTION
Grouped subtotal controlEXCEPTION
Overall control statusEXCEPTION

Record-count equation: 2 matched row pairs + 1 unmatched valid left + 1 unmatched valid right + 1 invalid-key left + 0 invalid-key right = 5 expected joined rows; actual joined output: 5.

matched row pairs + unmatched valid left rows + unmatched valid right rows + invalid-key left rows + invalid-key right rows. Invalid/missing reconciliation-key rows are reported separately and are not counted as valid unmatched keys.

Value-total controls

Left fieldLeft totalRight fieldRight totalDifferenceStatus
Balance$2,015.00Amount$2,075.50($60.50)EXCEPTION

Grouped subtotal controls

GroupLeft totalRight totalDifferenceStatus
East$0.00$125.50($125.50)EXCEPTION
North$1,215.00$1,200.00$15.00EXCEPTION
South$800.00$750.00$50.00EXCEPTION
West$0.00$0.00$0.00PASS

Review notice

All findings are deterministic outputs from the supplied configuration. Invalid values remain visible in exception records. This public sample preserves the deterministic controls and explicitly shows exceptions.