I help professional-services and finance leaders prove whether their AI is actually working — for their people and their clients — using rigorous research, not hype.
A mixed-methods research strategist with 14+ years turning complex data into confident decisions. Today I focus on the human side of AI: measuring adoption, trust, and real outcomes so organizations get genuine value from AI — responsibly.
Prove AI Is Working
Research that measures whether your AI investments deliver real value — for your people and your clients — beyond cost-savings dashboards.
How I helpAdopt AI Responsibly
Human-centered, well-governed AI rollouts that build trust, manage risk, and actually change how work gets done.
How I helpSpeaking & Workshops
Talks and upskilling for teams and executives navigating AI — grounded in evidence, free of the hype cycle.
How I helpThe AI value gap is real.
91% of organizations say they're falling short of what AI could deliver, and fewer than one in five actually measure whether it's working. Closing that gap — the human, measurable side of AI — is the work I care about most.
Let's work together
Have an AI rollout to evaluate, a research question to answer, a team to upskill, or an event that needs a credible AI voice? I'd love to hear about it.
Get in touch