Designing for calibrated trust and verification in agentic AI meeting tools
Team
Fourward Team: 4 UX Researchers & Designers
Microsoft XSD Team: Principle & UX Researchers
Role
UX Designer & Researcher
Agentic AI is entering the workplace — but trust hasn't caught up.
How might we design AI tools / experiences that help humans “trust but verify” by making uncertainty, risk, and evidence transparent?
Human oversight and verification in Agentic AI
This is an on-going project! I would love to talk more about it in a private conversation with you 🫶🏻
2025
Reducing hiring managers' credential verification workflow disruptions and extending the MatterWorx design system
/ vendor management system / design system
Sony Electronics
2025
Accessibility evaluation and enhancement recommendations for Sony LinkBuds Open
/ usability study / UX Research
