Consequential communication

Healthcare & High-Stakes AI

How should AI communicate when misunderstanding is expensive?

Study comprehension under pressure, uncertainty, escalation, and differences between professional and customer explanations.

Appropriate actionError preventionEscalation rate

Projects designed for this decision environment

Study whether concise, emotionally appropriate structure improves action in high-stakes or stressful contexts.

We agree the metric, threshold, and decision rule before the result is known. This protects the project from becoming marketing dressed as research.