The Story

Our client identified a critical gap in cricket coaching - the lack of accessible, precise technical analysis for players at all levels. They envisioned an AI-powered platform that could provide instant, accurate feedback on player technique, making professional-level coaching accessible to athletes everywhere. This vision required sophisticated machine learning capabilities and a robust cloud infrastructure to process and analyze complex motion data in real-time.

A pioneering sports broadcasting company in India pivoted to revolutionize cricket coaching through AI technology, aiming to transform traditional training methods with data-driven insights.

Amit Jangid

Founder & CTO

Challenges

• > Complex motion detection requirements for accurate player movement analysis.

• > Need for real-time processing of high-resolution video data.

• > Scalable infrastructure demands for handling multiple concurrent users.

• > Integration of sophisticated machine learning models with user-friendly interface.

• > Requirement for low-latency feedback system.

• > Ensuring data security while maintaining high performance.

The Solution

We architected a comprehensive cloud solution leveraging Google Cloud Platform's capabilities. By implementing Terraform for infrastructure management, we established a scalable GKE environment that could handle intensive computational demands. The integration of standalone Kubeflow on Kubernetes enabled efficient machine learning workflows, while automated Google Cloud Build pipelines ensured seamless deployment and updates. This architecture supported real-time motion analysis and instant feedback generation.

The Outcome

The platform successfully transformed cricket coaching by providing instant, AI-powered analysis of player technique. With the ability to process multiple concurrent sessions and deliver real-time feedback, the solution achieved 99.9% uptime while reducing analysis time from hours to seconds. The scalable infrastructure supported a 300% growth in user base within six months, establishing our client as a pioneer in AI-powered sports coaching technology.