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AI marking for UK schools & colleges

UK teachers face some of the highest marking workloads in education—mock seasons, coursework deadlines, and trust-wide moderation all collide. Feedback Flows brings AI marking software that follows your mark schemes, respects UK data expectations, and keeps final grades with qualified educators.

Why UK schools search for AI marking

Department for Education workload surveys consistently show marking and feedback among the top time sinks for teachers. Generic AI chat tools are not built for assessment: they ignore your rubric, produce vague praise, and create moderation risk. UK schools need AI marking that aligns to GCSE, A-Level, BTEC, and vocational criteria—not a one-size-fits-all paragraph generator.

Feedback Flows applies your descriptors, supports batch cohort marking, and exports evidence for internal QA—whether you are a single department pilot or a MAT rolling out consistent practice trust-wide.

Built for UK assessment rhythms

• Mock and exam seasons — Batch-mark extended responses against the same rubric across a year group.
• Coursework and NEA drafts — Formative feedback before final submission, with teacher review on every script.
• Cross-department consistency — Shared rubric libraries for MATs and federations.
• Learner packs & follow-up — Targeted worksheets from rubric gaps, not generic revision lists.
• Integrity alongside marking — Optional style comparison and reference checks in the same platform.

Data privacy and ICO registration

UK schools must scrutinise how pupil data is processed. Feedback Flows Ltd is ICO registered. Student submissions are handled over encrypted connections; we do not sell data or use your content to train public AI models. Read our Privacy Policy and Terms of Service before rollout.

For governance frameworks, see AI in schools: best practices and safe and responsible AI in classrooms.

ITPs, colleges, and MATs

Secondary schools are not the only UK contexts where AI marking saves time. Further education lecturers, ITP assessors preparing EPA evidence, and MAT leads standardising criteria across academies all use the same core workflow—with segment-specific features on our For ITPs and For MATs pages.

Getting started in a UK school

1. Pick one assignment type (e.g. Year 11 mock essays) and one rubric.
2. Mark a sample set manually, then compare AI drafts side by side.
3. Agree moderation rules with your department or phase lead.
4. Scale to batch marking once stakeholders are confident.

Choosing a vendor? Read how to choose AI marking software in the UK.