> For the complete documentation index, see [llms.txt](https://docs.layerlens.ai/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://docs.layerlens.ai/more-in-this-section-2/industry-insurance-claims.md).

# Recipe: insurance claims & underwriting

Recipe — insurance claims and underwriting. Pointer to the SDK industry samples.

Canonical samples:

* [`samples/industry/insurance_claims.py`](https://github.com/layerlens/stratix-python/blob/main/samples/industry/insurance_claims.py) — coverage determination accuracy and settlement fairness.
* [`samples/industry/insurance_underwriting.py`](https://github.com/layerlens/stratix-python/blob/main/samples/industry/insurance_underwriting.py) — risk-assessment accuracy and fair-lending compliance.

## See also

* [Industry pattern: claims-triage agent](/4.2-industry-use-cases/pattern-3.md)
* [Industry → Insurance](/4.2-industry-use-cases/insurance.md)