

AI-Assisted Review Workstation
Turned model flags into evidence-first review paths so investigators could make faster, defensible decisions without handing judgment to AI.
Start with Smart Review AI, then scan Workspace Validation and Remote Check-In for adjacent proof in human-AI workflows, identity, and operational scale.


Turned model flags into evidence-first review paths so investigators could make faster, defensible decisions without handing judgment to AI.


Redesigned workspace validation into a candidate-led mobile scan with AI triage, self-correction, and live-greeter handoff.


Modernized a fixed-pixel legacy check-in into a coordinated mobile and desktop journey for high-stakes credentialing at global scale.


Simplified candidate registration and next-step guidance through design sprint discovery, international validation, and phased modernization.


Re-architected a B2B asset platform into a role-tiered marketplace experience for distribution, recovery, and admin control.


Modernized a desktop admissions workflow into a tablet-based biometric pilot under offline, certificate-pinned, and audit-grade constraints.