I help you put AI to work.
Strategy and execution across AI, automation, and product. I advise and I build, sometimes in the same day.
Book a callOver 10 years in tech: product roles at SAP, Monta, and Electricity Maps, a technical background, and a deep urge to automate everything I touch. I have always been the tools guy, the one colleagues ask what to use or whether something can be automated. Now I do that for startups.
What I do
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AI
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AI strategy
Where AI actually fits in your product or ops. What to build, buy, or skip. Calls I have made from inside teams.
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AI workshops
Hands-on sessions built around your actual tools and problems. People leave with something running.
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Product
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Product strategy
Roadmap, PLG motions, self-serve flows, pricing experiments. Strategy that survives contact with reality.
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Prototyping
When validating beats planning, I build it. Production code, Figma prototypes, MCP servers, whatever answers fastest.
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Automation
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Workflow automation
n8n flows covering support triage, CRM enrichment, internal tooling, and data pipelines.
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Agents & integrations
Custom AI agents, MCP server integrations, wiring your tools together so work moves on its own.
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- 50+
- colleagues trained in hands-on AI workshops
- 3,000+
- connected homes scaled from zero
- >90%
- automated resolution in AI-first customer support
Let's talk
Figuring out AI, automation, or product direction?
I work with founders and small teams who want someone who can advise and build. A short call is enough to see if I can help.