Translating AI Complexity Into Trusted Enterprise Decision Systems

I design AI-assisted operational systems that help enterprise teams interpret complex signals, make faster decisions, and operate with greater trust and clarity in high-volume environments. My work focuses on explainability UX, enterprise decision workflows, investigation systems, and AI-assisted operational experiences that improve execution speed, workflow efficiency, and adoption across complex platforms.

I specialize in: • AI-assisted operational workflows • Explainability and trust UX • Enterprise decision systems • Investigation and risk-analysis experiences • Workflow acceleration for high-volume operational teams

Impact includes: • Reduced investigation and response time • Improved operational workflow clarity • Increased adoption of AI-assisted systems • Stronger trust in AI-driven recommendations • Improved cross-functional execution efficiency

Previously: Apple, Cisco, PwC, ADP, MGM, City National Bank

AI Decision Systems — Selected Work