- What kind of projects do you take on?
- I work on AI product design and engineering, consulting, workshops, and rapid validation projects. The best fit is when model capability is largely in place and the gap is product clarity, adoption, and execution.
- How quickly can you start?
- Usually within a few weeks. Short advisory or validation sprints can often start earlier than longer embedded builds.
- Do you work on-site or remotely?
- Mostly remote, with on-site days when useful for kickoffs, workshops, or key alignment moments. I live in Germany.
- What does a typical engagement look like?
- We start with a call to define scope, milestones, and outcomes. From there, short engagements run in defined sprints; longer ones are embedded, with regular check-ins against the goals we set.
- What's your rate?
- I work on a day rate. A workflow diagnostic typically runs two to four weeks; builds are scoped in phases, each with a defined deliverable, so you're never committed past the next checkpoint. You'll get a concrete figure after the first call, usually within a day.
- Do you work with non-profits?
- Yes. If you're a non-profit, I'll take on a limited amount of work pro bono each year. Tell me about the mission and the problem, and we'll find a scope that's useful.
- One owner: what happens after you leave?
- No lock-in. One owner means clean accountability while we build, not dependence after. Everything I build is documented and handed over so your people can run and extend it. When a project needs more than me, designers and engineers from my network join.