Services • AI Training
AI Training & Adoption
One-off training does not change how people work. Merlin runs champion-led programmes that build skills and momentum.
The champion model
Why we built it this way
Research on technology adoption is consistent on one point: the most effective change does not come from a training room. It comes from peers.
People learn from peers
The most effective change doesn’t come from a slide; it comes from a colleague who has already done it. Champions speak your language and show what’s genuinely possible.
The way adoption spreads
In our experience, a champion-led model is the most reliable way to move AI adoption across an organisation. Where judgment and trust are the product, change has to start from within.
Sustained, not one-off
A single workshop fades by Monday. The programme runs over months, so momentum compounds and habits actually stick, and that is what shows up in results.
Built on your data
Nothing generic. Every skill and session is built from the ground up around your tools, your workflows and your own data.
Inside the programme
How the programme works

A champion-led cycle that compounds. Your champions test each use case on live work before the group sees it, demo what they built, and keep refining between sessions. The practice deepens — long after we leave.
Inside every session
Educate
The latest AI for your work — what changed, and what to do about it.
Inspire
The art of the possible. Real examples from AI-native firms your size.
Practise
Build together on real data. Every session ships one working tool.
Between sessions
Champions refine use cases on live projects. The practice deepens after we leave.
After the programme
What stays when Merlin leaves
Not access to a platform. Not a vendor relationship. Tools you own, a team that can use them, and champions who can grow them.
WHAT YOU GET
Production-ready Skills & Agents
Built on your templates and tested on real data.

WHAT YOU GET
Trained champions
Internal AI leads with a playbook to keep going.

WHAT YOU GET
A living process map
Every workflow and AI touchpoint documented.

WHAT YOU BECOME
A team that stays curious
A habit of experimentation that outlasts us.

WHAT YOU BECOME
AI embedded in how work runs
Not an add-on. It lives in the process.