Kheiron Medical

"teaching doctors, PhDs and professionals who are at the top of their fields can be challenging. They’re not shy about voicing opinions and speaking out when they disagree or if something doesn’t make sense. Evolve Agility was an ideal match, because our work is designed to allow participants to integrate real-world challenges and get actionable guidance."

In this context, speed wasn’t the only constraint—decisions needed to hold under regulatory pressure.

Making a clinical AI system visible under regulatory pressure

Work required surfacing disagreement—not avoiding it.