Computer Vision Pipeline
Track player positions, passing lanes, and team shape from the match feed
MATCH INTELLIGENCE SYSTEM
Tactical Intelligence, Live
Ball Knowledge converts the flow of a football match into structured explainable tactical insight
CORE PIPELINE
From movement to meaning
A compact stack designed for repeated match analysis and deeper football understanding
Real-Time Tactical Analysis
Surface pressure, overloads, and dangerous transitions while the phase develops
LLM Match Summaries
Turn complex sequences into concise tactical explanations for humans
Decision Window Detection
Identify the moments where one pass, press, or run changes the entire possession
INTERACTIVE MODEL VIEW
Read the passing network
Select a player node to inspect how the active lanes shift around the possession
LIVE MODELProgressive outlet identified
82% lane confidence3.4s sequence window+0.18 threat gain
WORKFLOW
Capture Decode Explain Improve
Capture
Ingest the match and map every relevant movement
Decode
Recognize structure, pressure, and tactical intent
Explain
Translate model output into clear football language
Improve
Feed the insight into review, training, and decisions
JOIN THE BUILD