Hours off the calendar
Intake, follow-ups, reporting, the recurring hours — wired to run on their own. You review the exceptions instead of retyping the work.
AI that
earns its
place.
I build AI operating systems for the work your business depends on.
AI should remove repetition. Judgment stays human.
For operators
Built to move the number.
Systems running in the tools your business already relies on, judged on what they change.
Returns you can point at
Every build is measured against a number already on your P&L — cost out, throughput up, or revenue you can trace back to the system that produced it.
Marketing and sales that run
Pipeline, follow-up, and content operating as systems rather than someone's memory — so growth stops depending on who happened to be free that week.
Approach
Start small enough to learn.
We find the workflow worth fixing, build one concrete thing, and make the next decision from what it does in the real world.
test → learn → keep what works
Ways to work
Bring the thing you keep postponing.
Workflow optimization
Find where AI removes friction in how your team works, then wire it in — measured against real outcomes, not demos.
AI system implementation
Design and ship production AI on your infrastructure, built to your compliance bar from day one.
Design sprints
A focused week from problem to a working prototype your team can put its hands on and evaluate.
FDE projects
Forward-deployed engineering — I embed with your team and build the thing, hands on keyboard, until it ships.
1:1 coaching
Direct executive coaching on AI tools, workflows, and judgment. Practical and current, never theoretical.
Non-negotiables
Systems you can see into.
A person approves before anything goes out
The system drafts, routes, prepares, and remembers. Someone on your team says yes, and they send. That's an architectural commitment, not a limitation I'm working around — in a business where reputation is the whole asset, it's the reason this is safe to install at all.
You can see everything it did
Every drafted message, every synced record, timestamped and reviewable — an audit-ready record of the system's work.
You can turn it off and still operate
If it stops, the work goes back to the way it happens today. Degraded, not broken. I design for that deliberately, because anything else quietly makes you dependent on me.
next move
Bring the workflow that’s eating your week.
We’ll work out whether there is a real system worth building. You’ll leave with the beginning of a plan either way.