AI in action: soccer becomes testing ground for industrial-grade analytics with IRIS Foundry

Key takeaways
- Real-Time AI Analytics: Integrates live data for synchronized, real-time insights into player movements and game dynamics, powered by IRIS Foundry.
- Advanced Metrics: Provides in-depth analysis of passing, defense, and attack using heatmaps and key performance metrics.
- Knowledge Graph: Connects players, events, and timelines, offering deeper insights into game patterns.
- AI CoPilot: A virtual assistant for tactical decisions, answering questions and simulating outcomes based on data.
- Scalability: Designed for real-time integration and future applications in broader decision support systems beyond sports.
Revolutionizing soccer: how AI and data analytics redefine the game
In the age of intelligent analytics, soccer is no longer just about goals and glory — it’s a game of data, patterns, and tactical nuance. Tapping into this potential, I developed an interactive soccer match analysis application using SymphonyAI IRIS Foundry, redefining how we experience and understand the sport.

Try the App Live: Experience next-level soccer intelligence firsthand: Launch the Interactive Soccer Match Analysis App
IRIS Foundry data lake
The app unifies player movements, game timelines, and tactical behaviors into a single, intelligent, and interactive interface. Powered by a live data feed syndicated into the IRIS Foundry data lake, it offers a real-time, synchronized view of how both HOME and AWAY teams operate on the pitch — all seamlessly connected to a controllable match timeline.
At the heart of the experience is a dynamic field visualization, where each player’s movement is tracked and displayed with live positional trails and directional arrows. This view reveals the rhythm of the match — pressing formations, passing lanes, defensive gaps — turning the game’s hidden layers into actionable visuals.
Advanced metric dashboard
To go beyond the basics, I designed an Advanced Metrics Dashboard, diving deep into three core analytical dimensions:
- Passing Analysis: Identifies playmakers, transition breakdowns, and network patterns.
- Defensive Actions: Maps pressures, interceptions, and recoveries to evaluate defensive solidity.
- Attacking Play: Highlights chance creation, progression zones, and player impact in the final third.
Each layer is enriched with heatmaps, providing spatial insight into where players are most active, where threats emerge, and how teams occupy the pitch over time.
Interactive Knowledge Graph
A standout capability is the interactive Knowledge Graph — a true breakthrough in sports analytics. It connects players, events (passes, fouls, goals), teams, stadiums, and timelines into a dynamic web of relationships. Every connection tells a story: who influenced what, when, and how. Whether you're tracing a key assist chain or exploring possession flow, the graph uncovers the deeper narrative beneath the stats.

AI Copilot
Bringing all this together is the AI Copilot — a conversational assistant built directly into the platform. It's more than a chatbot; it's your tactical analyst on demand. Ask natural language questions like:
- “Who underperformed the most in the game?”
- “Which player received the most passes, and who had the highest miss count?”
- “What if Player 11 had been replaced by someone with Player 7's profile — how would that have changed the outcome of the game?”
- “What if Player 1 in mid time was taken out and replaced with another player, how would have that impacted the game?”

These aren’t just hypotheticals. Backed by the Knowledge Graph and IRIS Foundry’s contextual intelligence, the CoPilot can simulate outcomes, surface insights, and help you explore scenarios in depth — all through simple, intuitive conversation.
With SymphonyAI IRIS Foundry as the engine powering it all, this is more than just a dashboard. It’s a fully interactive, AI-driven ecosystem for match analysis — built to serve coaches, analysts, scouts, and fans alike.
Welcome to the future of soccer intelligence — where questions become insights, and insights drive smarter, game-changing decisions.
Try the app live
What’s more, you don’t have to just read about it — you can experience the app in action.
Try it live here
Walk through a match, explore tactical shifts, click into player profiles, ask the AI CoPilot your questions. Whether you're a looking for in-depth insights, a fan who loves understanding the game beneath the surface or an engineer looking at trying out AI, this is your gateway to next-level soccer intelligence.
Looking ahead: real-time intelligence and computer vision
But this is just the beginning. IRIS Foundry platform is designed to scale — and real-time analysis is the key. By integrating this example app with a live game feed, the app could become a real-time decision support system. This app can be easily extended by connecting it to a live game feed and integrating face detection of players using YOLO and OpenCV2 and showing real-time analysis.
