Insights

Field notes on getting data ready for AI.

What we see when we grade the systems behind AI use cases in insurance and healthcare: why pilots stall, what predicts it, and what to fix first.

FNOL Intake, AI Consumability. Where the triage pilot dies.

Featured · P&C Insurance · Claims AI

Why FNOL triage pilots die

The model is rarely the problem. The data at first notice of loss usually is, and you can see it coming before you fund the pilot.

Tools and Samples

See how your data stands, and exactly what an assessment hands you, before you talk to anyone.

Free · 5 minutes

Grade your own data on the same five dimensions an assessment uses, then download your results as a PDF.

Sample read-out · P&C

Seven pages: report card, evidence, gap list and roadmap for a fictional carrier.

Sample read-out · Healthcare

The same structure, where fraud detection meets messy provider data.

15 straight answers

Data access, NDAs and insurance, your team's time, cost, and who does the work after the read-out.

Six weeks and a fixed fee, scoped by the number of systems your use case depends on.