Document intelligence · Doma Technology
DeedIQ
Making a manual deed-analysis workflow dependable enough for production.
My contribution
I architected the system and led its delivery within Doma's applied-AI team.
99%+accuracy in production
The problem
Deed analysis combines inconsistent documents, detailed extraction, and decisions that need to be checked. A useful system has to make its mistakes visible and give reviewers a way to correct them.
How it works
- Use LLM agents and neural search to extract the relevant information from a deed.
- Run independent extraction teams and cross-validate their results rather than trusting one pass.
- Keep human review in the workflow and feed corrections back into a continuously learning knowledge base.
What changed
The published portfolio results are 99%+ production accuracy and a reduction in cost per deed from $12 to $0.20.