Delivery · Data · AI practice
Owner-operated companies·Busy professionals·Non-profits
AI advisory for busy professionals who already know how to be successful and want to embrace AI — but don't know where to begin. I build the system, then leave the method behind. What you get back is your time and attention. Growth feels calm.
Engagements start with a fixed-fee, read-only audit. You keep the findings either way.
What I do
For small and medium businesses, non-profits, and owner-operated companies — the whole talent stack, without the headcount.
Where AI genuinely fits your business — and where it doesn't. A written AI strategy, an operating framework, and a standing second opinion before decisions get locked.
Production systems designed from your real domain: requirements gathering, system architecture, and software design that outlives any single contributor.
AI put into daily use, not demos — agent teams, automation, and a release discipline where every change is tested before it ships, so the system stays safe while it grows.
Value-stream mapping, constraint identification, and opportunity solution trees — an expert read on where the effort goes and which fix pays first.
Systems and design thinking applied to how your team actually works — adoption gates, learning loops, and continuous improvement that sticks after I leave.
Measure before we touch. Every engagement starts with a read-only audit that puts numbers on the pain — so the fix is scoped from evidence, not a guess.
Behind each of these sits a career of enterprise practice: agile coaching, requirements gathering, automated testing and release, value-stream mapping, and the retrospectives that keep it honest. See how I work →
The practice map
Not a menu of services to buy by the hour. A working set, earned over thirty years of delivery, now applied to owner-operated companies, busy professionals, and non-profits.
AI practice
Systems
Improvement
Delivery
Why it works
I spent a career inside the old model: multi-person teams, long timelines, and enterprise price tags. I know what that talent stack costs because I led it.
That same sophistication is now available to owner-operated companies, busy professionals, and non-profits through one person. One point of contact.
A short call first, to work out whether there's something here worth measuring. If there isn't, I'll say so — that's a cheaper answer for both of us.
Colton Weeks Consulting · San Francisco Bay Area
A 30-minute call. No deck. We work out whether an audit is the right first step, and if it isn't I'll say so.