AI Class Insights for Teachers

After marking 30 papers you usually have a gut feeling about what to re-teach — but a vague one. Generate topic-by-topic analysis of where your class is strong and where they are losing marks in minutes, aligned to the spec and tier you actually teach.

The AI Class Insights exists because after marking 30 papers you usually have a gut feeling about what to re-teach — but a vague one. Class Insights turns marked assessments into a clear topic-by-topic breakdown of strengths, weaknesses and the specific students who need support. Most teachers we speak to spend several hours a week on this single task; OES collapses that to minutes without losing the professional judgement that makes the output usable in a real classroom.

Outputs are editable from the first second. Reports are concise and decision-focused: which topics to re-teach, which students to intervene with, and which questions to revisit before the next mock. You can adjust tone, tier and length, swap activities, rewrite a single question, or regenerate sections without redoing the whole document — so the AI is a strong first draft, not a black box.

Insights are driven by mark-scheme aware marking, so weaknesses are tied to specific spec points and command words — not vague impressions. That spec-alignment is what separates OES from a general AI chatbot: every output is built around the GCSE, A-Level or IB syllabus you actually teach, with command-word patterns, mark-scheme conventions and language that examiners reward.

Department-friendly by design. You can save, reuse and share outputs across colleagues, standardise quality between classes, and use the Class Insights as a shared baseline for trainees and ECTs without losing your house style.

What you'll learn

  • What the AI Class Insights produces and how it saves time
  • Which subjects, levels and exam boards the Class Insights supports
  • How outputs are aligned to mark schemes and spec points
  • Realistic example use cases from real classrooms
  • How to integrate the Class Insights into your weekly workflow

Who this is for

  • Classroom teachers using Class Insights weekly across GCSE, A-Level and IB
  • Heads of department standardising planning, marking and feedback
  • ECTs and trainees who want a strong first draft to adapt
  • Tutors and SLT looking to free up time without losing teaching quality

How OES helps

Explore more

Parent topics

Frequently asked questions

What data do Class Insights use?

Insights are built from OES-marked work (Marking Tool or Batch Marking) and any marks you upload from your tracker. The more granular the data, the deeper the insights.

Can I track progress across multiple assessments?

Yes. Once you have two or more assessments on the same spec points, OES shows progress over time per topic and per student.

Does it identify individual students who need intervention?

Yes. Reports highlight students under a chosen threshold by topic, so you can plan intervention without trawling through individual papers.

Is this useful for SLT, not just classroom teachers?

Yes. Cohort-level dashboards aggregate insights across classes and year groups, which is useful for Heads of Department, Heads of Year and SLT data conversations.

Is student data shared anywhere?

No. Insights data stays within your OES account. It is not used to train third-party models or shared with other schools.

Ready to start?

Jump straight into the OES tools built for this topic.

Try the Class Insights