Fitness research

Sourced fitness benchmarks for better operations

Each brief leads with a liftable statistic, a clear table, and direct links to public sources.

Member communication research

What evidence should support a fitness membership billing change notice?

Material cost and renewal terms should be clear before enrollment or charging

A decision-grade framework for versioning membership billing changes, recipient populations, delivery outcomes, acknowledgements, and unresolved exceptions.