I also design and build software, teach, and research how technology changes the way people and organizations operate.
Currently building Vloora, which works on how people keep authority over AI agents acting on their behalf.
Information architecture, language systems, taxonomy, structured content, governance.
Context, authority, agent behavior, handoffs, evaluation, failure states.
Patterns, standards, tooling, guidance, organizational adoption.
I apply it across product design and service design.

Working with agents exposed a content architecture problem. Interface language, narrative, and the rules that decide what happens each carry a different responsibility, and an agent asked to change one kept changing another.
So I built a reusable schema that tells an agent which kind of material it is changing and which rules apply to it. The schema makes the structure inspectable. Content policies make the writing expectations available at the point of editing. The goal is to reduce the amount an agent has to infer and the amount of prior conversation it has to remember.
I build design teams the way a sports team player personnel might, it takes investing in people and putting them in the right places to succeed.
Most nights you win because the people closest to the play were trusted to call it.
I don’t think the answer is another heroic generalist whose job it is to Gumby into every organizational gap.
Product and design leadership, complex service improvement, advisory engagements, workshops, and selected collaborations.
Get in touchOne way I carry the work into implementation. What Forward Deployed Design Actually Looks Like · A field guide to forward deployed design
I speak regularly at conferences around the world on design, product and delivery practice. I also run workshops for teams and teach studio courses at the University of Michigan.
Conference organizers and teams can bring me in for a keynote, a hands-on workshop or a longer training program.
Ask about a workshop or talkAs the CEO of an AI company and previously a fellow at an AI research institute, this has been a dizzying time. If you’re interested in what I’ve been building or just want to talk, visit .dev or get in touch.