Editorial · Updated 2026
Insights.
Field notes on AI in tennis operations. Match intelligence, coaching analytics, talent identification, club and tournament operations, and the regulatory frame around biometric data. Written for the people who decide.
Match Intelligence
3 articles
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Match Intelligence
Shot Pattern Recognition: Beyond Heatmaps
The heatmap is 2014 output. Sequence learning is what 2026 actually does. The shift changes the coaching question from where to what — at a price in data volume most operations do not yet pay.
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Match Intelligence
Opponent Scouting Reports: From Manual to Machine
The four-hour scouting PDF is still standard on Tour. A defensible pipeline can compress it to twenty minutes without losing tactical density — if the human stays in the right place.
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Match Intelligence
Computer Vision in Tennis: What It Actually Reads
Computer vision is sold as a tactical oracle. It is a measurement tool. This is a clear-eyed primer on what CV extracts from match video — and what it does not.
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