Work with me

I run Guidance Systems, an applied-AI practice. I help small and mid-market teams build AI that helps them think, not just move faster. No AI theater.

If you have a real problem, a half-formed idea for a system, or you just want a straight read on whether AI is worth it for you, that is the conversation I want. I will tell you if it is not a fit. I would rather be useful than billable.

Start with one concrete result we can check. Where practical, you should own the code, data, deployment path, and documentation, with a way to keep operating without me.