Roadmap

Where Kineo Is Going

Kineo is not being built to stay a static swing grader. The roadmap is about moving toward a more personalized, style-aware, and longitudinal coaching system.

Now: explainable coaching infrastructure

  • Build a trustworthy starting point with constraint-based analysis and interpretable coaching feedback.
  • Link swing evaluation to drills, modules, and structured player-development paths.
  • Create clean training data and semantic skill mapping that can support smarter systems later.

Next: more personalized movement intelligence

  • Expand from static mechanics checks toward richer understanding of player-specific movement patterns.
  • Use pose and temporal movement signals to understand sequencing, rhythm, and style more deeply.
  • Make recommendations more context-aware instead of treating every player like they need the same universal swing.

Future: a longitudinal development engine

  • Track how players improve over time, not just how one swing scored on one day.
  • Learn which progression paths and movement changes tend to help players like you improve.
  • Evolve from a mechanics evaluator into a style-aware coaching platform that understands how people learn tennis.