PREECURSOR
AI consulting

AI consulting for insurance

Faster, fairer claims and underwriting — from first notice of loss to bound policy — without surrendering control of the loss ratio.

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Overview

Where AI earns its place in Insurance

Insurance runs on judgment applied at scale, and that is exactly where applied AI pays. We build systems that read submissions, triage claims, and price risk consistently — keeping adjusters and underwriters in the loop while taking the manual reading and re-keying off their desks.

What we build
01
Claims triage & automation
Intake agents that classify FNOL, route by severity and fraud signal, and pre-fill adjuster files from photos, estimates, and policy terms.
02
Underwriting intelligence
Submission ingestion and risk scoring that gives underwriters a clean, cited view of exposure instead of a stack of broker emails.
03
Fraud & leakage detection
Pattern detection across claims history and provider networks to flag leakage before payment, not in a year-end audit.

Put AI to work in insurance

Bring us the metric you need to move. We will tell you what we would build, how long it takes, and what it is worth.

See our work