MATPN North 2026

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A year of AI marking: accuracy at scale

06 Mar 2026
Breakout Room 3
A year of AI marking: accuracy at scale

Over the past year, Top Marks AI have been helping MATs with their marking burden. And we’ve seen what really matters to schools and educators: accuracy, scale, and pedagogical quality.

We will discuss how we’ve:

> led the way in not only delivering accurate marking, but in evidencing our accuracy against exam board benchmarks (routinely hitting 90%+ correlation with chief examiners).

> have enabled schools to mark entire handwritten scripts, at scale, across a broad range of subjects – saving teachers thousands of hours.

> have set a benchmark for pedagogical quality, with ex-teachers and domain experts baking in quality.