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Building White Knight Analytics: Our Chess Performance Dashboard (What’s Done + What’s Next)

Chess Analytics

Why we’re building White Knight Analytics

Most chess players don’t need more random puzzles — they need clarity. After each week of games, the real question is simple: what should I train next to improve faster? That’s the idea behind White Knight Analytics — a dashboard that turns your games into clear insights, weaknesses, and practical training priorities.


What the platform is (in one sentence)

White Knight Analytics is a chess performance dashboard that helps players understand patterns in their games and build a structured improvement plan (instead of guessing what to study).


What’s already working

  • Clean dashboard layout with a user panel and clear navigation
  • Step-by-step onboarding flow (connect accounts / start new)
  • Report concept: turning game data into insights and recommendations
  • Foundational UX for a “training-first” experience (not just stats)

What we’re building next (roadmap)

Our next milestones focus on making the dashboard feel instantly useful within the first 5 minutes:

  1. Performance overview: strengths/weaknesses summary and “what to train next”
  2. Training recommendations: tactical themes and habits based on common mistakes
  3. Progress tracking: simple weekly goals + improvement streaks
  4. Better reports: a clean, shareable report page for each player

Who it’s for

  • Players who want a structured improvement plan (not random study)
  • Parents of kids learning chess who want clear progress signals
  • Coaches who want fast diagnostics and simple training assignments

We’d love feedback (and help)

We’re building this hands-on and iterating fast. If you’re into chess + product building, your feedback helps a lot:

  • Which dashboard tabs would you expect first?
  • What would make you trust the recommendations?
  • What’s the “must-have” metric you always look for?

If you’d like to collaborate (frontend/UX, performance optimization, or chess content logic), feel free to reach out. You can also explore the current build here: analytics.whiteknight.academy.


What’s next

In the next update, we’ll share screenshots of the improved Report experience and the first version of personalized training tasks. Follow along — we’re building in public.

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