Articles

The Eye of the Scout: How Computer Vision Changes Talent Identification

How modern detection, tracking, and event models upgrade what human scouts already see.

Analysis Scouting

Building a Modern Scouting Pipeline: From Camera to Insight

A practical, budget‑aware workflow for clubs that want speed and reliability.

Analysis Scouting

What to Track in Youth Football: Metrics that Matter

From scanning to repeated high‑intensity runs — the signals that predict future success.

Analysis Scouting

Blending Human Judgement with Machine Learning in Scouting

Make models serve the coach, not the other way around.

Analysis Scouting

Designing a Camera Setup for Amateur Clubs (Low Budget to Pro)

Coverage, calibration, and trade‑offs that won’t break the season budget.

Analysis Scouting

Feature Engineering for Player Profiles: Speed, Game IQ, Work Rate

Go beyond goals and assists with features that actually travel across contexts.

Analysis Scouting

Goalkeeper Analytics: From Expected Saves to Launch Quality

Shot‑stopping is only the beginning. Distribution and claiming define the modern #1.

Analysis Scouting

Injury Risk & Load Management with Video (Even If You Have No GPS)

Practical signals a small staff can track to reduce avoidable soft‑tissue injuries.

Analysis Scouting

Fairness, Bias, and Privacy in Youth Analytics (GDPR for Clubs)

Competitive advantage without compromising people — yes, it can be done.

Analysis Scouting

Creating Reports that Coaches Actually Read

Short, visual, and actionable: the anatomy of a report that changes decisions.

Analysis Scouting

From Clips to Contracts: Negotiation‑Ready Evidence Packs

How to organize proof so agents, clubs, and players align faster.

Analysis Scouting

Tryout Week: Running Data‑Driven Player Trials

A schedule, drills, and measurements that separate potential from noise.

Analysis Scouting

Scouting Forwards: Shot Quality, Movement, and Pressing Grades

Profiles that travel across leagues and styles for the modern attacker.

Analysis Scouting

Evaluating Midfielders: Scanning, Progression, and Resistance

Central control through information processing, not only touches.

Analysis Scouting

Defensive Unit Analysis: Line Height, Compactness, and Duels

Stop conceding space: measure coordination, not just tackles.

Analysis Scouting