Overview
Across the global football ecosystem, millions of aspiring players compete for limited opportunities — yet most fall through the cracks of outdated, resource-intensive scouting systems. MatchGraph bridges the gap between grassroots performance and professional opportunity, using computer vision, natural language interfaces, and structured analytics to unlock visibility and value for players, coaches, and parents.
From Raw Video to Rich Insight
Accessible recording solutions like Veo, Hudl, and consumer mobile devices have put powerful capture tools into the hands of grassroots teams and academies. But capturing video is only the first step. MatchGraph is the scalable system that understands that footage and turns it into actionable insight.
- Object detection — players, ball, and referees identified using deep learning models
- Homography — mapping 2D footage to real pitch coordinates
- Event detection — passes, tackles, shots, goals, and other key moments recognised automatically
- Positional data generation — per player, per team, over time
The result is a structured, queryable representation of a football match — a time-series graph that captures movement, momentum, key moments, and micro-decisions.
Natural Language Meets Football Intelligence
Layered on top of the MatchGraph is a natural language interface that lets users ask complex questions without needing to understand data science or match analysis conventions.
- "Show me all successful through balls by midfielders in the second half"
- "Compare pressing intensity between the first and second halves"
- "How did our left back's positioning change after the substitution?"
Players get meaningful feedback to improve. Parents gain visibility into their child's development. Coaches access advanced analytics without needing an analyst on staff.
Creating Opportunity Through Visibility
In today's system, talent is often judged by visibility — not potential. Players outside top-tier academies, late developers, and those in under-scouted regions are frequently overlooked. By making high-quality analytics available to every level of the game, MatchGraph enables players to build credible data profiles, highlight strengths and growth areas, participate in data-driven showcases, and position themselves for domestic or international opportunities.
Global Impact
Scaling across the UK, USA, and Gulf regions, MatchGraph is building a new infrastructure layer for football development — lowering the barrier to elite analytics, amplifying talent from under-scouted environments, and providing tools that inform real decisions from grassroots to professional level.
Status
Active development.