Written by Graham Whistance | Co-Founder, Intelligent Evidence

“We weren’t worried about the lessons. We were worried about how we’d present them in two days.”

That quote from a headteacher we spoke to recently captures something that goes far beyond inspection prep. It reveals a deeper, more systemic imbalance – one that’s now backed up by data.

According to the Sutton Trust’s Artificial Advantage report, schools serving disadvantaged communities are being left behind in the AI revolution.

• Only 9% of state schools have a whole-school AI strategy.
• Just 21% of state school teachers have received formal AI training.
• Independent schools are three times more likely to be AI-ready.

This isn’t just a technology gap. It’s a capacity gap.

And it risks widening an already unequal system – one where some schools get the tools to move forward, while others are still firefighting.

When the needs are greatest, the time is shortest

If you lead a school where disadvantage is high, you don’t need a report to tell you how stretched things are.

• You’re running early help.
• You’re triaging safeguarding.
• You’re coordinating SEND support and staff wellbeing.
• You’re holding the line – often with fewer hands and more complexity than ever.

So when inspection looms or reporting deadlines hit, it’s not the work that’s missing. It’s the time to package it, align it, present it in a way the system expects.

And that’s the cruel irony: The schools doing the most are often the least able to show it.

AI isn’t causing inequality. It’s exposing it.

There’s a lot of noise about AI in education right now. Talk of transforming teaching, reducing workload, personalising learning.

But in the real world – where budgets are tight and staff are stretched – AI isn’t about revolution. It’s about relief.

Used well, it can give time back to the people who need it most.

But here’s the catch:

• You can’t benefit from AI if you’re too busy to explore it.
• You can’t carve out capacity when you’re barely holding things together.

So the schools with time to invest in AI pull further ahead… And the ones under pressure fall further behind.

That’s not about ambition. That’s about bandwidth.

Evidence shouldn’t be a luxury

Inspection doesn’t measure effort. It measures evidence.

But for many leaders, that evidence is scattered across plans, minutes, logs, and spreadsheets – none of it wrong, but none of it quick to pull together.

We’ve heard from heads spending more than half their working week in the run-up to inspection just trying to make the case for what they already know they’re doing.

That’s not accountability. That’s admin overload.

Especially when schools in more affluent areas often have teams – or consultants – to help tell the story.

So we have to ask:

• Who gets to walk into inspection week with confidence?
• And who walks in already exhausted?

Inclusion must include leaders too

We talk rightly about inclusion for pupils. But we rarely talk about inclusion for leadership.

If we want a fairer system, we need to recognise that time is a resource – and some leaders are being priced out of the ability to tell their school’s story.

It’s not just a workload issue. It’s a moral one.

Because right now, we’re asking our most stretched leaders to prove their impact twice: once through relentless effort and again through spotless documentation.

And if AI can reduce that second burden – if it can help make the invisible visible – then we have a responsibility to use it where it matters most. Not as a shortcut, but as an act of fairness.