The future belongs to AI-native companies.

Becoming one is hard because it's a different way of working. I help companies make that change:

• Leaders use AI every day, with a real feel for where it helps and where it doesn't
• An AI operating system sits on top of the systems and workflows the business already runs manually
• The team continually improves the system, so the advantage compounds over time

Who I work with

• CEOs and executives with teams of 100+ employees
• Companies where operations are central: services, logistics, manufacturing
• Organizations that have some systems and documentation in place, but not much to show for the AI spend so far

I work intensively with a small number of clients at a time. Engagements range from 3–6 months and require significant access to personnel and systems.

There's no big-bang cutover and improvements start in weeks, not quarters. We write down one workflow, wire it up, and it starts working. Then the next one.