> For the complete documentation index, see [llms.txt](https://docs.oobeya.io/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://docs.oobeya.io/use-cases.md).

# USE CASES

- [Proactive Issue Detection (Engineering Insights)](https://docs.oobeya.io/use-cases/proactive-issue-detection.md): Automatically detect inefficiencies with Oobeya's Symptoms.
- [Optimizing Team and Resource Utilization](https://docs.oobeya.io/use-cases/optimizing-team-and-resource-utilization.md): Gain visibility into how your engineering resources is distributed and used across projects.
- [Gamification for Engineering KPIs](https://docs.oobeya.io/use-cases/gamification-for-engineering-kpis.md): Drive performance through visibility and recognition.
- [Measuring the Impact of AI Coding Assistants](https://docs.oobeya.io/use-cases/measuring-the-impact-of-ai-coding-assistants.md): Track adoption, usage patterns, and efficiency gains of AI-powered coding assistants like GitHub Copilot.
- [Measuring and Improving Test Efficiency with Oobeya Test Analytics](https://docs.oobeya.io/use-cases/measuring-test-efficiency.md): Boost testing efficiency and performance with Oobeya Test Analytics. Combine test management (Xray, TestRail) and automation data to improve the overall quality and productivity of teams.