Principal UX Architect for AI Decision Systems
Human-in-the-loop workflows · Governance · Regulated products
I design how AI outputs become accountable decisions.
Defined authority. Clear limits. Human sign-off.From model output to reviewable, auditable action.
Trust-critical, data-driven systems with real consequences.
QuinTrace · Korn Ferry · Electronic Arts · Care.com · Sift · LinkedIn · Yahoo!
Decision authority models
Confidence and explanation design
Rationale capture and audit UX
Review and escalation workflows
Autonomy aligned to risk