There was a time when listening to your school community felt like the hard part. You had to gather the voices, run the interviews, read the surveys, code the comments, spot the themes, challenge the contradictions, and then work out what all the noise was trying to tell you.
Now, that part is easier.
A good design team can gather hundreds of interviews and thousands of data points from across a school community. AI can help sort, summarise and cluster what people have said. It can find repeated words, common frustrations and familiar themes in minutes. Online services help you compare yourself to the Joneses.
That is incredibly useful.
And if you’re in the work of strategic planning, it is also incredibly dangerous.
I’ve noticed a growing belief that once you have gathered enough data, and once the machine has summarised it enough, you have a strategy, or a mission statement, or core values. It’s ‘good enough’, so maybe people don’t need outside help any more.
But the people who do this really don’t have a strategy at all. They have a summary. And summaries created by AI are always drawn towards the middle, the median, the average… no matter how hard you edit them.
AI is brilliant at synthesis. It can show you the repeated themes, the shared frustrations and the patterns that deserve attention. But synthesis is not strategy. The most repeated answer is not always the most important one. That’s why the strategic planning in schools starts to sound familiar:
Improve communication.
Strengthen wellbeing.
Embed innovation.
Create consistency.
Develop excellence.
None of this is wrong, and that is the problem: they’re all no-brainers! In fact, all of them are ‘the work’ of running a school. Incremental improvements that create a little strategy theatre, add to people’s plates, and maybe smooth out some administrative wrinkles.
AI is great at helping you spot this mediocrity, these small changes that you can make over nine months. For your annual planning, fine.
For strategic planning, and you have the reason for so many schools drifting towards magnolia average sameness.
If you’re wanting to do more than administer wrinkles, if you want to find out what your school, uniquely, can do to add value to students’ lives, this isn’t the way to go about it.
Most Heads and Boards want their school to be distinctive.
They want students to experience something predictably good, whoever their teacher is. Coherence, consistency, reliably good.
They want staff to feel clarity rather than another year of initiativeitis infecting every spare moment of the day. Clean ideas of where the school is headed and why.
So when a signal appears in the latest analysis of data, the instinct is to ask:
What would a good school like ours do with this?
It sounds responsible. But it is also the question that leads you back to the middle, to ‘average’.
A better question is:
What could only this school do?
This question is where strategy begins.
Every school has a strange and specific mix of people, history, habits, buildings, rituals, reputation, systems, wounds, strengths and savvy. Some of it is written down, but most of it isn’t.
Rarely does anyone see the whole picture clearly. And without that whole picture, even a good signal gets flattened into a generic plan.
The creative work of strategy is to take the signal and ask:
Where should it aim us?
What strengths are we sitting on?
What capabilities have we mistaken for normal?
Which systems could make this real every day?
What could we stop doing, not because it is bad, but because it is not the point?
What is the one move that would make the biggest difference to students and staff?
That work cannot be done by AI. Good luck trying.
It also cannot be done by an outsider alone. No consultant, however good, is an expert in your community’s secret sauce.
It needs a partnership.
The Head brings ambition and the nerve to see it through.
The leadership team brings the lived knowledge of the system.
The Board brings the long view and the discipline to make trade-offs.
The outside partner brings distance: the ability to see the shape of the tent because they are not standing inside it. And the best ones bring a creative nous that adds depth and contrast to the recipe.
That distance from the day-to-day really matters. An outsider can notice the oddity everyone has normalised and ask the question nobody inside can quite bring themselves to ask. They can connect the throwaway comment from a student, the recurring frustration from staff, the anxiety from parents and the ambition of the Board, then help turn it into one strategic choice of many.
This way, you end up with a direction that makes sense because it could only belong to you.
That’s the difference between continuous improvement and management on the one hand, and strategy and leadership on the other.
Improvement and effective management makes you better at what everyone else is doing.
Strategy and leadership helps you unearth and amplify the thing only you can do.
So yes, listen at scale: gather the voices, use the tools, let AI help you sort the noise.
But do not mistake the average of what people said for the future of your school.
Instead, listen for the signal, and then have the courage, creativity and partnership to turn that signal into the “thing” only your school can do.