Industry
AI for insurance: quote/fnol intake and policy rag
Insurance most often hire AI Pod Studios for quote/fnol intake and policy rag. Start with a $5,000 two-week AI Sprint on one workflow, then keep engineers at $50/hr month-to-month. Code and IP belong to you, and an NDA is available before you share files.
By AI Pod Studios Media Team · Updated
What we build
- Quote intake that gathers the details underwriters need
- First notice of loss (FNOL) intake with structured output for adjusters
- Policy RAG so staff can find coverage language with cited passages
Pricing
| Option | Price | Best for |
|---|---|---|
| AI Engineer | $50/hr | Vetted engineer, part-time or full-time |
| Senior Lead | $75/hr | Architecture, reviews, delivery lead |
| The Pod: 1 Senior Lead + 2 AI Engineers, full-time in your Slack | $75/hr Lead + $50/hr Engineers | Pod totals quoted on your scoping call |
| AI Sprint (by AI Pod Lab) | $5,000 flat | 2 weeks, scoped build, code is yours |
AI Pod Lab Sprint
$5,000. Two weeks. Working code you own.
Then roll straight into $50/hr engineering — or stop. Your call.
Insurance FAQ
+Can AI handle FNOL intake?
An intake assistant can collect first-notice details in a structured way and pass them to adjusters for review.
+What is policy RAG?
A search-and-answer tool over your policy documents that shows the exact passages it used.
+How fast can we start?
Engineers join your Slack within 7 business days of MSA/SOW and deposit.