Outcome
100M+
Elite Data Points
01
Overview
- Every athlete wants to know: How do I stack up against the best?
- BeOne Sports answers that question with hard data.
02
Challenge
- The core challenge was building a platform that makes complex biomechanical analysis feel effortless.
- Athletes needed to go from 'recording a video on their phone' to 'seeing exactly how their elbow angle compares to a pro' in minutes
03
Solution
- the ML pipeline detects 33 skeletal points across every frame
- A tiered subscription model (Rookie at $5/mo, Professional at $15/mo, Elite at $35/mo) keeps the platform accessible.
04
Build
- BeOne Sports is built as a monorepo powering both a modern web application and a native mobile app from a single codebase.
- The ML pipeline processes uploaded videos through pose estimation (33 keypoints per frame)
05
Who it is for
- For Athletes — Upload any training video and get an instant biomechanical breakdown.
- See exactly how your mechanics compare to the pros.
06
Results
- BeOne Sports transforms how athletes train by replacing subjectivity with precision.
- ' the platform shows the athlete their elbow is 12 degrees below the optimal angle at the exact millisecond of release
07
Next
- BeOne Sports' roadmap includes expanded sport coverage beyond baseball
- AI-powered coaching recommendations will generate personalized training plans based on comparative analysis data.
Figures
- Elite Data Points
- 100M+
- Sports Supported
- 4
- Platform
- Web + Mobile
- Analysis
- Real-Time
Stack
React, React Native, TypeScript, Node.js, PostgreSQL, Azure Cloud, Stripe, Machine Learning
Web App/February 11, 2026