Country
United States
Industry
Sports & Games
Services Used
Case Study - AI Player Performance Tracking System
How Akoode Technologies Transformed Raw Game Footage Into Intelligent Performance Insights
Our Process
Our Approach to Building This AI System
A structured, AI-first approach focused on transforming unstructured video into real-time, actionable performance insights.
1
Video Workflow Analysis
We analyzed how coaches review game footage, identifying inefficiencies in manual segmentation and lack of structured insights.
2
Computer Vision Model Development
We built detection and tracking models capable of identifying multiple players and mapping their movements across frames.
3
Metrics Engine Design
A performance engine was developed to calculate speed, acceleration, distance, and movement direction using physics-based models.
4
Interface & System Integration
We integrated video processing, analytics overlays, and reporting into a unified, user-friendly platform.
1
Video Workflow Analysis
We analyzed how coaches review game footage, identifying inefficiencies in manual segmentation and lack of structured insights.
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Challenges We Faced
Converting unstructured video data into accurate, real-time performance insights at scale
Real-Time Analytics Generation
Delivering accurate performance metrics instantly without delaying video processing.
High-Volume Video Processing
Handling long, unstructured match footage while ensuring efficient segmentation and processing.
Multi-Player Tracking Accuracy
Maintaining precise tracking of multiple players across dynamic and fast-paced gameplay.
Real-Time Analytics Generation
Delivering accurate performance metrics instantly without delaying video processing.
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Delivered Solution
Technologies Used in This Project
A focused stack selected to handle real-time video processing and AI-based player tracking at scale.
Results & Impact
Faster analysis, accurate performance metrics, and data-driven decision-making through AI-powered automation:
Apr 16, 2026
