Roadmap

What we are
working on next.

Public, and deliberately not dated. Items move left when they are done, and things get dropped when they turn out to be wrong.

Shipped

Available now on every tier.

Cross-organization sharing
Share a submission between tenants without either side leaving theirs.
Workflow approvals
Reviewer queues, comment threads, and durable resume across deploys.
Intent-shaped MCP server
14 tools built around what agents are asked to do.
Versioned parser schemas
Pinned per release, so upgrades cannot reshape your data.

In active development.

Parser confidence calibration
Make the confidence score a probability you can threshold on, not a relative ranking.
Custom document types
Define a schema and train a parser for a layout we do not ship.
Streaming parse results
Return transactions as pages complete, rather than at the end of a 40-page document.

Under investigation. May not ship.

On-device parsing
A WASM build for documents that must never leave the browser.
Non-US document families
UK, EU, and Canadian statement and tax form layouts.
Reviewer-in-the-loop training
Turn review corrections into parser fixtures automatically.

The roadmap is shaped by what people actually hit. Open an issue with the document or workflow that is not working, and it gets read.