I partner with leaders in professional services, finance, and beyond who have adopted AI — and now need to know whether it’s actually working, and how to make it work better for the people who use it.
Most organizations have bought the technology. Far fewer can answer the real questions: Are our people actually using it? Do they trust it? Is it improving outcomes for our clients — or just generating activity? That’s the gap I help close, with rigorous, human-centered research instead of vendor hype.
How I help
AI Adoption & Impact Research
Independent, mixed-methods studies that measure how AI is really being adopted across your organization — usage, trust, behavior change, and impact on client and business outcomes. You get evidence you can take to the board, not a usage dashboard.
Responsible AI Readiness
Human-centered reviews of how your teams are adopting AI: where trust breaks down, where risk hides, and what a responsible, well-governed rollout should look like for your people and your clients.
Speaking, Workshops & Advisory
Keynotes, executive briefings, and hands-on upskilling workshops that cut through the AI hype with research and judgment — plus ongoing advisory for leaders steering an AI strategy.
Who I work with
Executives and teams in professional services, accounting, and finance — and any organization that wants honest answers about whether its AI investment is paying off for real people.
Let’s talk
The best place to start is a short conversation about what you’re trying to learn or decide.