AI decision rights & governance
Define who may decide what, where human judgment is required, and how exceptions, evidence, and escalation work.
I help leadership teams turn AI ambition into clear decision rights, executable operating models, and systems people can trust.
Across ventures, transformation programs, and regulated industries, I have kept returning to the same question: how do you introduce a powerful new capability without losing accountability, trust, or control?
Over 17 years, I have built companies, advised founders, led digital transformation inside global enterprises, and helped teams adopt unfamiliar ways of working. That experience now converges on governed AI: defining who decides, how work changes, and what must be true before a pilot can scale responsibly.
I work at the point where strategy has to become an operating system, not another presentation.
Define who may decide what, where human judgment is required, and how exceptions, evidence, and escalation work.
Translate an AI use case into roles, workflows, incentives, controls, and adoption mechanisms the organization can carry.
Turn technical capability into a credible market proposition, capital story, and execution agenda.
Supported investor-grade materials, governance reviews, and operating-model framing with the founder and CEO as a particle-accelerator company advanced toward a reverse-merger path.
Led transformation work across Primary Care, Oncology, and Business Operations. Piloted five data-driven market-entry strategies and introduced agile and omnichannel methods into teams operating under substantial regulatory constraints.
Co-founded a digital media agency and early YouTube multi-channel network; built creator, monetization, and brand-partnership systems that supported a million-plus-user community and spin-offs including 16bars TV.
Directed strategic development at a nonprofit research institution: shaped intellectual programming and executive forums on AI, organizational structure, ecosystem leadership, and the future of work.
My advisory practice for AI operating models, decision rights, governance, and organizational adoption.
A separately co-founded venture developing governed, on-premises enterprise AI systems. I lead strategy, positioning, and enterprise engagement.
Founder-level advisory for emerging-technology ventures across governance, operating model, market narrative, and capital preparation.