AI-Powered Personal Coach App Development
Project Overview
| Industry | Sports |
|---|---|
| Duration | 4 months |
| Services |
|
Challenge
A fitness startup came to Celadonsoft with one goal: make professional coaching affordable and safe for everyone. The result is an AI-driven mobile app that watches a user’s form through the phone camera, compares it to pro-coach reference moves, and serves instant feedback plus fully adaptive workout plans.
Challenges solved
• Offer trainer-level guidance without the cost of a human coach
• Convert raw camera footage into precise 3-D motion data in real time
• Balance hyper-personalized plans with a smooth experience for thousands of users
• Keep workouts fresh and motivating so users stay on track
Solution
• Custom data pipeline: instructor videos → labeled 2-D key-points → AI model that infers 3-D joint positions
• Similarity engine that scores a user’s reps against the pro reference and flags mistakes before injury strikes
• Adaptive program generator that tweaks exercises, load, and rest as the user progresses
• Wearable & phone-sensor integrations for heart-rate, calorie, and step data
• Nutrition, reminder, and motivation modules to round out the coaching experience
Feature snapshot
- Dynamic strength, cardio, and flexibility sessions that evolve with each milestone
- Real-time corrective cues (“raise elbows”, “straighten back”) overlaid on screen
- Progress dashboards with charts, streaks, and personal bests
- Pre/post-workout meal tips and optional sync with popular food-tracking apps
- Push reminders that respect busy schedules and auto-reschedule missed workouts
- Daily inspiration — success stories, quotes, micro-challenges — to keep momentum high
Impact
Users now enjoy 24/7 access to a safety-first trainer, hit goals faster, and stick with routines longer. Early beta cohorts report fewer form-related aches, higher workout satisfaction, and a measurable uptick in weekly active sessions — proving that AI coaching can democratize fitness without sacrificing quality.