Listen. Learn. Create.
How I sequence AI in a school.
This is the order I've landed on after doing it inside my own school. It takes a year of real use, not a single inset day. I'm writing it down because the sequence is the part people ask me about most.
Listen
Hear the voice of your community.
Learn
Policy, communication, and your own committee.
Create
Fluency, real tools, and the judgment that stays.
Stage 01 · Listen
Listening first: where does a school actually stand?
Most schools genuinely can't answer that question, mine included when I started. AI is already in the building, at each teacher's discretion, in the shadows, with no shared picture and everyone holding a different opinion about what to do. So the first move isn't a tool or a policy. It's listening: to students, parents, teachers and the leadership team.
That means an assessment across all four groups. The assessment is the mechanism. The output is a baseline: a clear, honest picture of where the school stands, where confidence sits, and where the risks and the quick wins are. It produces the thing a school almost never has, which is the voice of the whole community in one place, before any decision gets made. The first real decision then comes from what the people in the building actually said, rather than a hunch.
The survey questions are nothing secret. The analysis layer behind them, how I read the results and turn them into a sequence, is the part that took me the longest to build.
Stage 02 · Learn
Policy, communication and Champions: the shared foundation, built with the people who live with it.
Before anyone builds anything, the whole school needs to be working from the same understanding. This is where that gets set: what AI is for, where the lines are, and who owns it inside the school.
Most schools are running on a dozen private opinions about AI, and that is a completely reasonable place to be this early on. One teacher bans it, another leans on it, a third is quietly unsure where the lines are. Learn replaces that with a shared position the community can point to: a policy a board can sign, a message that reaches every part of the school, and an internal group set up to carry it. It gets built with the staff rather than handed to them, because a position people helped shape is one they'll actually stand behind.
A policy your governors can sign
A governing-body-ready AI policy, grounded in safeguarding and the school's own context. The kind you can put in front of a board and say: we consulted, here is the evidence, this is our approach. Not a template copied from another school and never opened again.
I've put an AI policy in front of my own school's board. It was ratified without a single objection.
Communication that reaches everyone
A clear, shared message for leadership, staff, students and parents about what AI is for and where the lines sit, so the whole school works from one understanding instead of a dozen private ones.
A committee of your own people
An internal group, the Champions, owns the work from the start. It gives the work a home inside the school from day one, so it never depends on an outsider being in the building.
Stage 03 · Create
Training, real tools and handover: where the rules become real.
A policy on a shelf changes nothing. Create is where it turns into practice: the training, the tools, and the everyday judgment that lets staff use AI well long after the training day is over.
Fluency and agency, not just compliance
Training pitched for leaders, senior school and junior school, until staff have the confidence and the judgment to know what to use, what not to, and when. The test stays simple: can a teacher use it the next morning?
Real tools, built with your staff
Actual workflows built alongside a curriculum or subject lead, in the room, not slides handed over. People leave with something they made, understand, and can run themselves.
Inside my own school, I built one of these with an experienced curriculum leader. Their team's careful mapping work became the input, and a complete AI-assisted draft came back for their review in minutes per subject.
Evidence it worked, then handover
Measure what actually changed against the baseline, so there is something honest to put in front of a board and a community. Then hand the tools over and step back.
The method outlives the tools. ChatGPT, Claude and Gemini will all look different in a year, but the judgment, the policy and the habits built here don't depend on any one of them. That is the whole reason I sequence it this way. A framework handed over on day one gets read once. Capability that a school's own people built and own is the part still standing the following year.
Alongside people, not above them.
"Vaughn has the AI education revolution in hand with some outstanding strategies and no BS. Highly recommend his approach."
Common questions
What people usually ask
Is this a technology problem or a leadership problem?
It is a leadership and human problem, almost always. A school reaches for the right tool, the right policy, the right training, and it doesn't land, because it was never really about the technology. I start with people and clarity, and the tools follow.
How long does the listening stage take?
Not long. The baseline is a short survey for each group with a fast turnaround, so a school can know where it stands before the term break rather than after it.
Does a single session change much?
In my experience, not on its own. A talk or a workshop shifts the mood in a room for a week. What changes practice is the same people coming back to it across a year, with a policy behind them and someone inside the school owning it.
Where it starts
The first stage is the one that gets skipped.
Listening is unglamorous, and it doesn't wait on a budget cycle or a committee. That is exactly why it's the stage worth protecting.
The pull is always towards Create, because that's the part that looks like progress. I feel it too. It's also why so much AI training lands well in the room and has faded by half term: it arrives before anyone has agreed what AI is for here, in this school, with these students.
If there's one thing worth taking from this page, it's the order. Listen, then Learn, then Create. The scorecard is a two-minute version of the first stage, and the impact page is what came out of the third.