When readiness scores are not enough.

Readiness is context, not the training decision

Readiness scores can be useful. They summarize state, flag fatigue, and help a coach ask better questions. The problem starts when a score is treated as the answer to a different question: what should change in training?

AthDash uses readiness signals as possible context, not as automatic advice. The audit asks whether a driver is tied to a repeatable outcome for this athlete and whether the evidence is strong enough to license a claim.

What the coach still needs

• The likely driver or training lever.
• The outcome it is tied to.
• The effect estimate and interval.
• The caveat that should travel with the decision.
• The no-claim state when the data is too thin.

How AthDash frames the answer

The output is a Driver Card, not a generic readiness alert. It can advise, borrow from a prior, withhold a claim, or decline when the available export history is insufficient.