Controlled invoice, forecasting, and reconciliation workflows with independent checks.
AI Invoice Categorization: A 50-Transaction Accuracy Test
A synthetic small-business dataset shows 88% exact-label accuracy and six errors that still require review.
Building a Cash-Flow Forecast With AI Without Trusting the Numbers Blindly
A synthetic 12-month case separates formula accuracy from assumption risk and tests three scenarios.
Can AI Help With Account Reconciliation? A Controlled Workflow Test
Fifty synthetic ledger and bank items test exact matches, suggested matches, and exceptions without exposing real accounts.