Industry
Insurance and InsurTech
Insurance decisions rely on policy wording, documents, and evidence from the field. Typical systems include document search with citations, claims workflows, and decision records.
Industry challenges
What makes this sector hard
Repeated document reading
Assessors read the same policy documents to answer routine questions.
Decisions not recorded
Why a claim was decided a particular way is not recorded queryably.
Scattered evidence
Field inspection evidence arrives as photographs in an email thread.
Related service areas
Services relevant to insurance and insurtech
Solutions
Systems we build for this sector
How we approach it
The engineering choices that matter most in this sector.
Cited answers
Policy questions answered from source documents, with the clause cited.
Structured extraction
Claims documents turned into checked, structured records.
Human approval
People decide outcomes; systems prepare and record the evidence.
Have a system that needs to work better?
Tell us what you are working on. We start by understanding the problem, the people, and the systems involved.
