I design AI-assisted decision systems that connect product, customer, and operational signals into clear priorities. The focus is on surfacing risks, trade-offs, and next actions so teams can make confident, timely decisions at scale.
I turn product usage, support, and operational data into actionable insights that inform roadmap, retention, and growth decisions. This includes defining meaningful metrics, building decision-ready dashboards, and translating data into clear recommendations.
I help teams plan and execute launches using real-time signals, feedback loops, and post-launch decision frameworks. The goal is not launch-day noise, but learning fast, prioritizing correctly, and compounding traction over time.