Industry · Insurance
Insurance data licensing for AI.
Insurers and agencies record claims handling, underwriting decisions, policy wording and customer calls. AI developers building claims triage, underwriting and service tools want this data. Policyholder privacy, regulatory retention rules and carrier agreements must be addressed first.
Business context
Claims files capture adjuster judgment across thousands of scenarios — exactly the kind of expert reasoning AI systems lack.
Valuable insurance datasets
| Dataset | What it contains |
|---|---|
| Claims notes | Adjuster reasoning and actions |
| Underwriting files | Risk assessments and decisions |
| Policy documents | Wordings and endorsements |
| Call recordings | First notice of loss and service calls |
| Damage photos | Images linked to claim outcomes |
How AI developers use it
- Claims triage
- Underwriting copilots
- Policy Q&A assistants
- Damage assessment vision models
Privacy, legal and security considerations
- Policyholder PII and health data
- State and national insurance regulation
- Carrier and MGA agreements
- Recording consent
How SourceX approaches it
We start with a description of your systems — no data leaves your company during assessment. If there's relevant demand, we propose scope, permitted use and preparation requirements for your approval, and nothing is delivered without an executed agreement and your explicit authorization.
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Frequently asked questions
- Are agencies or carriers better placed?
- Both can hold valuable data; agencies should check carrier agreements on data ownership.
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Explore a data partnership
Tell us what data your company holds. No data is shared during the initial assessment.