Bringing responsible AI into clinical workflows to verify sitter presence, automate escalation, and strengthen trust in virtual observation.

Redesigning clinical observation around human vision, ergonomics, and clinician workflows to improve patient safety and expand capacity.

Scaling a clinical platform through UX leadership, design systems, responsible AI, and enterprise-grade reliability.