Legal · NLP · '26
ScrewProof
Upload an insurance policy. See every way the insurer can deny your claim.
01
Clauses that can be used against the policyholder come first.
02
Plain language throughout. Legalese in the output would defeat the purpose.
03
Designed for before signing, not after a rejected claim.
- Next.js
- LLM pipeline
- Firebase
The story behind it
Why it exists
The most consequential document people sign is the one nobody reads.
Problem
Insurance policies are written to be complete, not clear. Policyholders discover the decisive clause at the worst possible moment.
Idea
Read the policy back in plain language, risk first.