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