Counted against their repository on October 27, 2026: every line in the Python files, blank lines and comments included.
Who I work with
Nonprofits
A nonprofit food services operation is the client behind most of these case studies. Nonprofits can start with an abbreviated Current State Assessment.
Small businesses
Owner-run businesses, from founders working alone to companies of about 200.
Six kinds of work from one person, without hiring a team.
AI implementation and agentic workflows
AI your team uses every day. Agent teams and automation, with every change tested before it ships.
AI strategy and advisory
Where AI fits your business and where it doesn't. You get a written strategy and a standing second opinion before decisions get locked.
System architecture and software design
Production systems designed around how your business works, built to outlive any single contributor.
Business improvement analysis
I map where the effort goes, find the constraint, and say which fix pays first.
Change management and ways of working
Adoption gates and learning loops, so the change sticks after I leave.
Efficiency, measured
Measure before we touch. I put numbers on the pain before anything is built.
I spent a career leading multi-person teams on long timelines at enterprise prices. I know what that costs because I led it.
Strategy, architecture, engineering and quality used to take a department. With AI, one person can now cover them for businesses that already know how to be successful.
A twenty-minute call. No deck. We work out whether a Current State Assessment is the right first step, and if it isn't I'll say so. The consultation is free. I write a recap and high-level next steps. Anything more in depth has a cost.
