At the Intersection of Education and Innovation

The teaching profession is losing people fast — and the data makes for uncomfortable reading.
That last figure isn't a rounding error. It's a structural problem.
Modern teachers aren't just educators — they've become data entry clerks, statisticians and administrative assistants rolled into one. The average secondary maths teacher manages five classes of 25–30 students each and assessment in maths isn't just the big formal tests that go towards a grade. It's the weekly spot tests, chapter check-ins, quizzes and informal progress checks that are essential to knowing where your students actually are.
On top of that comes the parent communication — not just reporting results but the ongoing conversations about progress, learning concerns, behaviour and how both sides can best support each student. It's relentless and it's invisible to anyone outside the profession.
And here's what people outside teaching rarely appreciate about maths specifically: a 10–12 question assessment takes far longer to mark than it looks. When a question has multiple parts and requires working-out, you're not just checking if the final answer is right. You're reading the thinking — following the logic step by step, awarding method marks, identifying exactly where the reasoning broke down. A student can get every answer wrong and still demonstrate genuine understanding. That kind of marking requires individual attention and real expertise.
Multiply that across five classes week after week and the hours stack up. Which is exactly how a maths teacher ends up at the kitchen table on a Sunday night with 30 papers still to go.
It doesn't happen all at once. It creeps:
When teachers are drowning in administrative tasks, everyone loses.
Students receive:
The education system loses:
What if those last 30 papers could be marked in minutes rather than the rest of Sunday evening? What if the spot test needed for Monday was already built, curriculum-aligned and ready to go?
That's not a hypothetical. Schools trialling AI-powered marking tools are finding that assessments which previously took hours to work through can be processed in a fraction of the time — with the working-out read, method marks applied and results ready for the teacher to review.
The technology doesn't replace the teacher's judgement. It handles the mechanical load — the reading, the tallying, the data entry — so the teacher can focus on what actually matters: understanding where each student is and what they need next.
For maths departments specifically, that means:
It's not about making teachers redundant. It's about giving them their Sunday evenings back.
The teacher shortage crisis won't solve itself. Assessment overload is one of its biggest drivers and that's not a problem goodwill alone can fix.
Technology is a tool we should be using to help alleviate teachers' assessment burden — not replace them. Used well, it takes the mechanical weight off their shoulders and gives them back the time to do what they do best.
Teachers deserve to finish the week with their work actually done. Not at 9 PM on a Sunday with 30 papers still to go.
If you're curious about what that looks like in practice, we'd love to show you around.