Heatmaps, serve patterns, landing zones and synchronized video clips. For NCAA programs, academies and federations that want a tactical edge without paying €50k/year.
Click any point to jump to the matching clip
Our approach
While competitors tag video by hand, we built the pipeline that does it automatically.
We trained our own ball-detection model on 2,000+ manually annotated trajectories, covering 8 pro matches across every surface: clay, hard, grass, indoor.
No camera to install, no iPhone to set up. Our pipeline runs directly on existing broadcast footage — any tennis match already filmed.
Court geometry reconstructed by computer vision. Every bounce projected into real coordinates on court. No vague stats — exact numbers.
Match prep in sub-Top 100 tennis is still mostly done “by eye.”
Your assistant coaches spend 12 to 20 hours every week watching YouTube matches to manually spot opponent weaknesses.
Score stats say nothing about patterns. Where does the serve land on break point? Which court zone gets exploited in long rallies? Invisible to the naked eye.
Paper notes, screenshots, Excel sheets… The info exists but it’s not actionable 30 seconds before a match.
Spatial data measured to the meter, delivered in 24h.
Where the serve lands on break point, Deuce vs Ad, under pressure vs comfort.
Repeated sequences: serve T \u2192 FH inside-out, cross-court return \u2192 BH down the line\u2026
Every heatmap point is linked to the matching clip. One click, you rewatch the point.
Two audiences, one product
The same pipeline. Two radically different interfaces. Coaches explore, compose, export. Players consume pre-digested focus points — no filters, no scrolling, no cognitive tax.
All 312 points. Every heatmap. SportsCode XML, Hudl-ready. Point-by-point filtering by set, server, winner, rally length, zone. Your full tactical workbench.
Your coach distills the report into 3 focus points and one walk-out instruction. You consume. You don’t search, you don’t scroll, you don’t study. A sanctuary built on sport psychology research.
The coach distills down to 3 insights. The player never sees the raw data. Asymmetry by design.
Structures that prep high-level tennis without Hawk-Eye budgets.
240+ men’s programs, 305+ women’s. Heavy season, limited staff, near-zero scouting budget. That’s who CourtEdge was built for.
IMG, Mouratoglou, Rafa Nadal Academy, Emilio Sánchez… The structures that develop the next Top 100 need structured tactical data for their students.
National federations preparing their players for Davis Cup / Billie Jean King Cup without a dedicated analyst team.
Three steps. No setup. Compatible with any tennis broadcast video.
YouTube link, video file, or opponent name and match date. One form, 30 seconds.
Our ML model (trained on 2,000+ annotated ball trajectories across 8 pro matches) extracts spatial data: bounces, patterns, zones.
5-page PDF report + interactive online dashboard with synchronized video clips. Shareable with your staff.
Start with one report. Move to a subscription when your staff can’t go back to watching hours of YouTube.
One report for one specific match.
To prep a major matchup — 4 matches of the same opponent analyzed, cross-match patterns, and a call with an analyst.
Quota of 8 to 20 matches/month, slots shared between coaches, priority support.
Free pilot for the first 10 NCAA programs to sign up.
Tell us which opponent you want analyzed. We’ll send it within 24h — free for this first match.
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