PROFESSIONAL TESTING, BENCHMARKING & RESEARCH

Know when a change is real.

Standardize trials, quantify uncertainty, reject invalid evidence and keep research hypotheses separate from coaching decisions.

PROTOCOL STATEDRAFTNo valid trials
MEASUREMENT GATE

Complete protocol conditions

Results remain estimates until repeatability, calibration and conditions pass.

HOLD
STANDARD PROTOCOL

Versioned and repeatable

REPEATED TRIALS

Enter measured values

QUALITY FLAGS

Invalid or inconsistent evidence

MEASUREMENT STATISTICS

Uncertainty before interpretation

PERSONAL BENCHMARK

Compared with this swimmer’s verified history

INTERPRETATION

Measured, estimated, or hypothesis

RESEARCH-READY EXPORT

Anonymized and consent-controlled