One engine across all your sports — the few things that move everything

AGI = Athlete General Intelligence. The word “general” is used in its real technical sense: breadth and transfer across domains — your sports — instead of one narrow task. It is the opposite of a single-purpose tool. It is not “artificial general intelligence” in the science-fiction sense: it is not self-aware and does not think like a person. We picked the honest reading of the letters.

• Finds your keystone — the single capability that limits the most sports at once. Train it, and you lift every sport that uses it.
• Shows what transfers — a skill you already own in one sport often carries to another; it surfaces those links.
• Factors in today — your readiness scales how hard to train, and a discomfort flag always comes first.
• Tracks progress over time — it remembers your capabilities and tells you honestly whether the thing you trained actually moved.
• Builds one plan — a prioritised week that leads with the drills you have personally found helpful.

Every sport-specific measurement is mapped onto a small set of sport-neutral capabilities— rotation & coil, kinetic sequencing, balance & posture, tempo & timing, power & speed, and consistency. These are the traits you actually carry between sports, so the engine can reason about you, not about one isolated swing. The same rotation that powers a golf drive powers a tennis forehand.

Like the rest of SwingIQ, it shows its work. Every conclusion carries an inspectable chain of reasoning, every capability shows its basis (measured vs estimate) and confidence, and the whole picture gets a single A–D trust grade that always explains what would raise it. Single-camera analysis is an estimate, never a lab measurement, and nothing here is medical or injury advice.

See the full methodology for exactly what SwingIQ measures, estimates, and does not.