> For the complete documentation index, see [llms.txt](https://billiard-hub.gitbook.io/docs/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://billiard-hub.gitbook.io/docs/8.-key-features-and-services/8.8-ai-powered-stroke-analysis-and-personalized-feedback.md).

# 8.8 AI-Powered Stroke Analysis & Personalized Feedback

* Real-time cue stroke analysis via smartphone or motion sensors
* Data-driven feedback on shot accuracy, cue control, and positioning
* Integrated AI coaching system that recommends tailored improvement areas