Well Embed

Well Embed pulls invoices and receipts out of the places they pile up. It is an AI API for document extraction that retrieves financial documents automatically and hands them to your product as clean, structured JSON, along with the raw files.

Developers building finance or office software are the obvious audience.

Retrieval works across email, chat apps, cloud storage and supplier portals, backed by more than 10,000 connectors.

Extraction combines LLMs and OCR, and Well Embed quotes a 99.90% success rate.

Deduplication and reconciliation are part of the pipeline, so the same invoice arriving through two channels should not land twice in your data.

The pitch for teams is speed: integration is described in days rather than months, and custom flows are supported for cases the defaults do not cover.

Product builders can also use it as a base for monetizing document features inside their own apps.

Treat the accuracy figure as the vendor's own claim and test it on your documents before committing.