RACE INTELLIGENCE DIGITAL TWIN

Test the race before race day.

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Evidence confidence--Athlete

NEW RACE PLAN

Build a coach-reviewed strategy

AthleteEventTarget timeMeetMeet date

No plan changes training automatically.

RACE FORECAST

50m event

Predicted--

Target--

Gap--

Waiting for evidence.

RACE-DAY READINESS

Baseline

Wearable and training-load evidence will guide readiness.

All recommendations require coach approval.

PHASE-BY-PHASE EXECUTION

Where the race is won or lost

Predicted split model

INTERACTIVE RACE DIGITAL TWIN

Change one variable. See the whole race respond.

Start + reaction improvement 0.00sUnderwater + breakout improvement 0.00sStroke efficiency improvement 0%Turn improvement 0.00sFinish fade reduction 0%Race-day readiness Current

Simulated result--Baseline

Confidence range --

BEST NEXT MOVE

Waiting for evidence

The model will compare possible gains with evidence confidence.

This is a coaching simulation, not a guaranteed result. Unproven changes reduce confidence and require pool validation.

MODEL SCENARIOS

Evidence-shaped alternatives

COACH RECOMMENDATIONS

Evidence-backed priorities

EVIDENCE LEDGER

Why the model believes this

Source counts and gaps

PLAN HISTORY

Drafts and approved race plans

Immutable approval trail