← Back to selected work

Title automation · Doma Technology

ParseIQ

One parsing call for every title document, with a confidence score on every field.

My contribution

I built ParseIQ as the single parsing service behind Doma's title automation.

30title document types behind one endpoint

The problem

Title automation touches dozens of document types. A separate endpoint for each one multiplies integrations, and automation needs to know which extracted values it can trust before it acts on them.

How it works

  1. Put PUDIQ, DeedIQ, and 28 other document types behind one parsing endpoint.
  2. Return a confidence score for every field it extracts.
  3. Let downstream automation use those scores to decide when a person needs to review.

What changed

Development is complete and ParseIQ is deploying to production. Downstream systems make one call instead of hitting a separate endpoint for each document type.

Talk about this projectExplore the other work →