Your AI rollout didn't fail.
It split.
A few people in every organisation worked out how to hand real work to these tools. Everybody else settled for a faster way to look things up.
I close that gap, team by team. Two ways to work with me, both run on your own work, and after them the longer work of putting agents into how your organisation runs.
Tamas Piros. AI enablement consultant and technical educator. Google Developer Expert, Agentic AI Foundation ambassador.
Which describes you?
Two ways to work with me. Pick the one that matches the room.
The whole organisation rolled AI out, and only a handful of people got anywhere with it.
The Power User Gap
For whoever owns learning, enablement or transformation. Once we've agreed the work, I talk to your own power users, run the session on your tasks, and leave a written playbook the rest of the organisation can follow.
An engineering team is building agents, and they keep breaking in ways the prompt can't fix.
The Agent Workshop
A hands-on workshop for one engineering team. Harness design, tool contracts, context strategy and a working evaluation, on a prepared repository or your own systems.
Both are sold to an organisation and scoped in a conversation. There are no individual seats and no published prices.
What working together looks like
The same shape, whichever session you start with.
No pre-work for attendees, and no confidential material changes hands.
- 1
A 30‑minute call
Where the rollout is, who is getting the most from it, and whether one of the two fits.
- 2
Scoped to your work
A written outline of what would run and what it costs, quoted against the scope.
- 3
The session
Remote or on-site, on your own tasks and systems rather than a prepared example.
- 4
What you keep
A playbook your enablement lead can run again without me, or an agent with an evaluation that catches its failures.
- 5
What comes after
Putting agents into one person's week, then a team's workflow, then the organisation, with the change management that makes it stick.
Who you'd be working with
25 years of teaching engineers and their organisations the technology that had just arrived.
Software engineering, developer relations and technical training, across Europe, Asia Pacific and the Americas. I build with these tools every day and teach teams to do the same.
Judge the teaching first
Two books, and the writing behind the work.
AI Engineering for Web Developers
From aware-but-not-building to shipping a real AI agent. The written form of the Agent Workshop.
Read the book For luxury leadersArtisanal Intelligence
AI deployed with restraint, judgement and taste, for heritage houses and the technologists who serve them.
About the bookStart with an email.
Tell me what your team can do with AI today and what you need them able to do. You'll hear back within two working days, and if it looks like a fit the next step is a 30-minute call.