Enrichers
Turn parsed data
into answers.
Enrichers add categorization, income verification, entity resolution, and cashflow analytics on top of any parser output.
MIT licensed. Self-hostable.
- POST
/v1/enrich/categorize - POST
/v1/enrich/income - POST
/v1/enrich/cashflow - POST
/v1/enrich/entity - GET
/v1/categories
What Enrichers add
The work you were
going to do anyway.
Parsed data is a starting point. Enrichers handle the next steps every team writes on their own, so you do not have to.
Transaction categorization
100+ merchant categories with a stable taxonomy. Amazon maps to Amazon whether the statement says AMZN or AMAZON MKTPL.
Income verification
Pay stubs, tax returns, and bank deposits combined into one income record with a confidence score.
Entity resolution across documents
Match the same person, employer, or account across statements, returns, and W-2s.
Cashflow analytics
Net inflow, outflow volatility, NSF counts, recurring charges, and average daily balance, computed per period.
More of the platform
Start processing
documents in 5 minutes
Install the SDK, authenticate, and parse your first document. No credit card, no sales call.