Don’t use AI. Work with it.

Strategy, systems, and applied AI for people responsible for what gets built.

Clear thinking. Finished work. Responsibility for results.

How I work. 

I start with judgment, not tools.

Every system, workflow, or use of AI begins with a clear understanding of the problem, the constraints, and what “finished” actually means. I don’t automate confusion.

I design for responsibility.

If something produces results, someone must be accountable for them. That includes assumptions, data, prompts, and downstream effects. AI doesn’t replace responsibility — it concentrates it.

I build things that can stand on their own.

Whether it’s a process, a site, a product, or a body of work, the goal is durability: something another competent person can understand, maintain, and improve without mythology.

This work is for builders.

My work most often is with founders, operators, and teams who are responsible for real work—work that ships, work that lasts, and work that has consequences if it fails.

If you’re looking for prompts, shortcuts, or hype, this won’t be a fit.

If you’re accountable for decisions and delivery, we should talk.