Transforming Your Business with an AI Generalist

I help organizations achieve strategic transformation by integrating generative AI into culture, process, and performance. My work balances enterprise strategy with the human side of change, ensuring adoption is both rigorous and sustainable. New capabilities are introduced only when technology, governance, and workforce readiness align.

I operate independently of vendor stacks, providing objective guidance that cuts through hype and distraction. By designing interventions that reshape workflows, decision-making, and trust in AI, I serve as an extension of your business—driving measurable gains for every individual, process, and outcome.

I understand organizational change and workforce optimization, along with the generative AI industry, and how the tools work on the ground. This understanding is contextualized with world-class enterprise strategies and data-driven approaches to every problem and opportunity.

I have spent a career developing a unique capability in workforce optimization, which is at the core of generative AI. Since 2022, I have developed, deployed, practiced, and taught generative AI at an industrial, technical, and practical level, engaging with businesses, international audiences through US Department of State programs, communities, and design workshops.

I am highly experienced in designing, deploying, and changing workforces with AI. I have tested numerous generative AI deployment approaches within my engagements, measured those outcomes, and confirmed that every thoughtful approach enhances performance. The only variation is the magnitude of the gains you aim to achieve. As an operations science researcher, I adapt these best practices to your unique context and work alongside your teams. As an industry analyst, I gather information to help us make informed decisions.

My career spans senior leadership roles in energy, manufacturing, professional services, OEM technology, banking, and healthcare. My roles have included senior executive, data scientist, business quality leader, principal consultant, and more. Today, I blend the best of each experience, augmented by the generative AI technologies I'll introduce to your business. I also read the cultural currents; I spot resistance early, mitigate risk, and build trust across functions. Establishing that trust is crucial when introducing AI as a new kind of coworker. What has always worked continues to work here: trust your workers to become entrepreneurs in discovering use cases, rather than relying solely on leadership. By establishing this foundation, I will upskill your employees into the AI managers your company will need.

Above all, I respect the employees who keep your business running. I am curious about your company’s history and am committed to the future you want to build. I speak plainly, share my reasoning, and collaborate to strengthen confidence and resolve.

I am your partner.