Prototype demonstration — illustrative data only. Bridge federation pilot interface →

Hybrid Fairness Insights – Prototype

Timing Observation Heatmap (Mock Data)

Boards × partnerships. Colour indicates the Hybrid Fairness Score derived from timing observations.

Timing Timeline

Example sequence showing bid timing and potential Break-In-Tempo (BIT) outliers.

Explanation Consistency Review

Comparison between player explanations and the registered system card.

Call Explanation System Card Consistency
1NT 15–17 balanced 15–17 BAL Consistent
2♦ Transfer to ♥ Transfer to ♥ Consistent
3♣ Stayman Not Stayman in this sequence Inconsistent