> 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/manufacturing.md).

# Manufacturing

Manufacturing AI evaluation — diagnostics assistance, manuals Q\&A, quality.

## Top scenarios

* **Diagnostics assistance** — field-tech troubleshooting with manuals + sensor data
* **Manuals Q\&A** — extract procedures from technical documents
* **Quality control** — analyze defect images and reports

## Why Stratix

Faithfulness judges against manuals; deterministic procedure-correctness rules; trace evaluations on field-tech sessions.

## Industry pattern

→ [Manufacturing: visual quality-inspection pattern](/4.2-industry-use-cases/pattern-7.md)

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