Training / Coaching / Consulting

No hype.
Just evidence.

I help people and teams find out what AI is actually worth to them, then teach them how to use it. No hype, just evidence.

Comic-book illustration: two colleagues at a desk point into a translucent floating workflow diagram strung with email icons and small chart panels, while a third woman reviews printed pages at her laptop, in a bright open-plan office with coworkers at desks in the background

Why me

I build and ship this every day

Most AI content online is hype or theory. I wanted a place to learn what actually works, taught by someone who does the work, where the return on learning it is as evidence-based as anything else I would claim.

Built, not theorized

Everything I teach comes from work I have actually shipped, not from a slide deck. The rigor travels with the person.

Evidence over hype

Every claim about what AI is worth is grounded in public data and cited benchmarks, labeled as an estimate, and checkable.

You keep the skill

The goal is for you to be able to do this yourself. Building it for you is the exception, offered only when it makes sense.

Where to start

Find out what it is worth

If you want a starting point, I offer a free assessment: using public wage data, task-time benchmarks, and cited research, I estimate what automating a role or workflow could be worth, without ever needing your internal financials. From there, most people join training. A few have me build it.

Stay in the loop

No newsletter theater. I will send new courses, freebies, and the occasional field note worth your time.

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