Do I need to know which AI technology I want?

No. You only need to know the problem. We will choose the technology together and first verify whether AI is even the right path.

Is this suitable for a small business?

Yes. Smaller companies often gain the most because they decide faster and automation removes work they do not have a dedicated team for.

Yes. I design the architecture with ownership, portability, access rights, and clear documentation in mind.

Yes. Alongside consulting, I build automations, AI agents, and purpose-built applications using agentic development.

Blog

Practical thinking on AI, automation, and building products people actually use.

12 September 2026

How can models that only learn from existing data come up with a genuinely new solution? And can they really do that?