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Mo Studios transforms wearable health data into personalized coaching content, combining AI generation, medical validation, and gamified behavior change.

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Inspiration

Wearable devices generate rich health data, but most users don’t know how to act on it. We wanted to turn passive metrics into clear, personalized coaching that actually drives behavior change.

What it does

Mo Studios transforms wearable health data into:

  • Personalized articles, meditations, or scripts
  • Actionable daily objectives
  • A gamified experience with XP and levels
  • Optional audio coaching summaries

Challenges we ran into

  • Structuring LLM output into usable, consistent JSON
  • Designing engaging UX beyond just “AI text”
  • The voice personalization was complicated

Accomplishments that we're proud of

  • End-to-end pipeline: data → AI → actionable coaching
  • Clean structured outputs powering a real product UX
  • Gamification layer that drives engagement
  • Audio coaching for accessibility and realism

What we learned

  • Structure > raw generation for product experiences
  • Gamification is key for behavior change

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