Project Overview

The client required a highly efficient, real-time match tagging system designed to streamline sports data collection, improve accuracy, and enhance the overall analytics workflow. The system’s core objective was to empower analysts by simplifying the process of logging events, tracking possessions, and delivering instant live statistics without delays or data loss.

CNeL India was selected as the development partner due to our strong track record in building high-performance, reliable, and user-friendly sports technology solutions. Our team delivered a robust Live Match Tagging platform equipped with real-time processing, intelligent validations, and a resilient pause/resume workflow.

Why CNeL India Was the Perfect Fit

• Expertise in Real-Time Systems: Our experience with time-sensitive applications ensured flawless match clock management and event handling.
• Deep Understanding of Sports Analytics: We implemented accurate possession tracking, minute calculations, and event-driven automation tailored to live game dynamics.
• Focus on Reliability: Even browser crashes or internet drops couldn’t disrupt the game flow thanks to our advanced session recovery system.
• User-Centric Interface: Analysts could quickly log events using buttons, hotkeys, and intelligently structured panels designed for seamless in-game workflows.
• Strong Process & Communication: We collaborated closely with the client, ensuring every requirement was understood, validated, and delivered without compromise.

Key Features Delivered

1. Live Tagging Engine

• Run a real-time match clock.
• Log events using hotkeys and quick-action buttons.
• Auto open/close possessions based on event inputs.
• Track substitutions and auto-calculate player minutes.
• Access instant live statistics (shots, frees, PPP, puck-outs, etc.).
• Save progress at any time and validate match data.

2. Pre-Match Checklist

A mandatory modal ensures all essential match details are confirmed before tagging begins, reducing human error and ensuring consistent data recording.

3. Dynamic Live Panels

The Live tab includes multiple interactive panels built using dropdowns, inputs, and visual components:

• Lineups
• Event Feed
• Live Stats
• Mini Pitch
• Match Clock
• Live Scoreboard
• Possession Tracking
• Puck-out/Kick-out Analysis

4. QA & Validation System

Automated quality checks at half-time and full-time ensure accuracy, highlight inconsistencies, and maintain high-quality match data.

5. Pause & Resume Workflow

• Open possessions remain active even after crashes or browser closures.
• The match clock automatically resumes with the correct time.
• No events, stats, or minutes are ever lost.
• Analysts can manually save progress using the Draft Save feature.

Outcome

The delivered system dramatically improved the speed, reliability, and accuracy of the client’s match tagging process. Analysts can now track games with confidence, knowing the system maintains data integrity even under unexpected interruptions.

Client Review

“Working with CNeL India has been an exceptional experience. The team understood our workflow better than we expected and delivered a system that performs flawlessly during live matches. Their attention to detail, communication, and technical expertise truly set them apart. We are extremely happy with the final product and look forward to expanding the platform with them.”

— Client Team

Conclusion

CNeL India continues to excel in building advanced sports analytics solutions. This project stands as a testament to our commitment to quality, real-time performance, and client satisfaction. We will continue refining the system further based on upcoming discussions and evolving requirements.