Why engage a Trusted Generalist Partner?

In two years, generative AI has moved from novelty to necessity. Every major vendor now claims to offer instant productivity gains. Investment is surging, models are evolving monthly, and glossy demos can mask brittle solutions. In this crowded market, many firms push products that are not mature enough for real-world use. And none of them can help you with the real change to come: the impact technical change has on your process, your people, and your culture.

A Trusted Generalist Partner cuts through that complexity. I design enterprise strategies with you.  I do the hands-on work with your employees as a generative AI expert to deploy Assistive and Agentic AI solutions. I coordinate change at your business as it matures, and activate new things only when the technology, the strategy, and the organization are ready.

I act as an extension of your business, an expert in the tools, and an advocate for everyone's success.

I understand change, along with the generative AI industry, and how the tools work on the ground. All of this is contextualized with world-class strategic management and data-driven approaches to every problem and opportunity.

I have spent a career developing a unique capability around workforce optimization. Generative AI is all about that, for starters.  Since 2022, I have developed, deployed, practiced, and taught as much generative AI at an industrial, technical, and practical level as anyone: to businesses, international audiences via US Department of State programs, communities, and design workshops, I have tried a lot of deployment models within my engagements, measured outcomes, and confirmed that every thoughtful approach lifts performance. The only difference is the size of the gain you intend to achieve. As an operations science researcher, I adapt those lessons to your unique context and work inside your teams. As an industry analyst, I pull in information we use to make better decisions.

My career spans senior leadership in energy, manufacturing, professional services, energy, oem technology, banking, and healthcare. Roles ranged from senior executive, data scientist, business quality leader, principal consultant, and a few others. Today I blend the best of each, augmented by the same AI technologies I'll introduce to your business.  I also read the cultural currents. I spot resistance early, defuse risk, and build trust across functions. That trust is essential when you introduce AI as a new kind of coworker. What has always works, works here: trust your workers to become entrepreneurs finding the use cases, not leadership.  I will upskill them into your AI managers of the future.

Above all, I respect the people who keep your business running. I am curious about your history and committed to the future you want to build. I speak plainly, share my reasoning, and collaborate to strengthen confidence and resolve. Together we will deploy AI that elevates both performance and people.