Expense + receipt categorization
OCR receipts, categorize against chart-of-accounts, flag missing approvals, sync to accounting. Eliminates the monthly receipt-reconciliation slog.
enterprise
general
finance
Monthly Active Users
500,000
default for enterprise
Calls per User / Month
2.4
Token Shape (in/out)
1000 / 350
Setup Complexity
high
~100 hours
Suggested capabilities
inference
multimodal
evaluation
Integration
Complexity
high
Setup hours
100 hrs
Glue cost / month
$400
Common systems
QuickBooks
Expensify
Ramp
Brex
Production hints
PII intensity
medium