Expense + receipt categorization
OCR receipts, categorize against chart-of-accounts, flag missing approvals, sync to accounting. Eliminates the monthly receipt-reconciliation slog.
smb
retail
finance
Monthly Active Users
5,000
default for smb
Calls per User / Month
2.4
Token Shape (in/out)
800 / 300
Setup Complexity
medium
~20 hours
Suggested capabilities
inference
multimodal
evaluation
Integration
Complexity
medium
Setup hours
20 hrs
Glue cost / month
$35
Common systems
QuickBooks
Expensify
Ramp
Brex
Production hints
PII intensity
medium