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Guides

Start here,
finish working.

Short walkthroughs for the things people do first. Every one ends with something running, not with a concept explained.

Getting started

Beginner5 minParse your first bank statementFrom an API key to typed JSON with a reconciled balance, in about five minutes.

Delivery

Intermediate8 minReceive results with signed webhooksRegister an endpoint, verify the HMAC signature, and handle retries without processing anything twice.

Enrichment

Intermediate7 minVerify income across pay stubs, W-2s, and depositsCombine three disagreeing sources into one income record with a confidence score you can threshold on.

Deployment

Intermediate10 minSelf-host Moneyline with Docker ComposeRun the full stack on your own infrastructure so documents never leave your network.

Agents

Beginner6 minConnect the MCP server to an agentGive a model tool access to your documents, with writes locked off and untrusted content labelled.

Workflows

Advanced9 minRoute low-confidence fields to reviewUse per-field confidence to send the 2% that needs a human to a human, and accept the rest.

Looking for
the full reference?

Guides cover the common paths. Every endpoint, parameter, and response shape lives in the documentation.

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