Designing trustworthy experiences for complex systems, human teams, and AI agents.

Selected work

Clarity, at every scale.

From interfaces and shared workflows to systems that make evidence and human judgment visible.

1. DoD Policy Document Research PlatformNew↗︎

   Keep AI-assisted policy research traceable to its sources, including when evidence is insufficient.

2. Verifiable AI Health ExperienceNew↗︎

   Give a person and an AI assistant a shared view of health data—and the limits of what it can support.

3. Conversation Trajectory Safety ConsoleNew↗︎

   Make patterns across AI conversations visible while preserving human agency.

4. AI-Native Phone ConceptsNew↗︎

   Imagine a phone that carries emotional continuity — and knows when silence is the better gesture.

5. Gainful Employment↗︎

   Help schools navigate evolving reporting requirements without losing flexibility or control.

6. Verification Services↗︎

   Make verification status and next steps clear for people who use the service intermittently.

7. ProField Dashboards↗︎

   Bring field operations into focus across the people and workflows behind smart-meter deployment.