Valifi

Methodology

A/B testing and champion/challenger methodology

How a controlled, champion/challenger test isolates the effect of a data provider from everything else in a claims journey.

Most providers ask a partner to take their word for it. Valifi asks for a controlled sample instead.

A champion/challenger test runs Valifi alongside an existing provider against the same population, so any difference in outcome is attributable to the data and matching, not the sample.

The result is a measurable, defensible comparison a partner's own compliance and commercial teams can stand behind — without Valifi ever needing to publish the underlying scoring logic.