> 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/4.2-industry-use-cases/insurance.md).

# Insurance

Insurance AI evaluation — claims triage, policy Q\&A, underwriting assistance.

## Top scenarios

* **Claims triage** — initial classification, escalation routing
* **Policy Q\&A** — customer-facing policy questions
* **Underwriting assistance** — augment underwriter decisions

## Why Stratix

Hard escalation rules + faithfulness judges keep insurance AI within risk-appropriate boundaries.

## Industry pattern

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

[Scenarios](https://github.com/LayerLens/gitbook-full/blob/main/04-use-cases/industry/insurance/scenarios.md) | [Eval patterns](https://github.com/LayerLens/gitbook-full/blob/main/04-use-cases/industry/insurance/eval-patterns.md) | [Compliance](https://github.com/LayerLens/gitbook-full/blob/main/04-use-cases/industry/insurance/compliance.md) | [Cookbook](https://github.com/LayerLens/gitbook-full/blob/main/04-use-cases/industry/insurance/cookbook-and-samples.md)