← Part of the Feedback Flows toolkit

Automated test marking

Automated test marking for Q&A papers and worksheets

Cross-reference structured question papers with your mark scheme for mocks, topic tests and short-answer knowledge checks. Batch a whole class, review overrides, and keep scores on each profile.

  • Reusable question templates
  • Whole-class ZIP upload
  • Media answer transcription
  • Human review gates
Question paper and mark scheme being cross-referenced for automated marking
Paper and mark scheme aligned for automarking
Batch marking results for a class
Why it matters

Objective and short-answer marking at class scale

Topic tests and knowledge checks should not mean a weekend of ticking scripts. Automated test marking applies your scheme to each answer at cohort scale, including images and short media responses where configured, so markers spend time on judgement calls instead of transcription.

Create a reusable Question Template for recurring assessments, or upload a paper for a one-off job. Class ZIPs use one folder per student so work matches the roster. You can override any mark, and enterprise policies can require human review before completion.

Reusable Question Templates are the long-term win: one answer key, many cohorts, comparable data year on year. Pair with class ZIPs from the roster download so folder names match learners. Enterprise human-review gates let quality leads sample before completion, with overrides kept on the record for IQA.

After the first successful class ZIP, document folder naming and which questions allow overrides. That playbook turns automated test marking into a weekly habit instead of a one-off experiment.

Who uses it

Where automated test marking fits

Secondary schools

Run fortnightly topic tests across a year group with one template and a class ZIP per set. Review a sample of outputs together the first time you introduce automated test marking, then agree override norms.

Further education

Mark knowledge checks and unit quizzes consistently across multiple tutors. Review a sample of outputs together the first time you introduce automated test marking, then agree override norms.

Independent training providers

Standardise short-answer assessments for apprentices with overrides logged for IQA. Review a sample of outputs together the first time you introduce automated test marking, then agree override norms.

Higher education

Automark mid-module quizzes while staff review free-text items that need judgement. Review a sample of outputs together the first time you introduce automated test marking, then agree override norms.

Worked example

Business BTEC — unit knowledge check for 32 learners

The course leader saves a Question Template from last year's paper, uploads a ZIP with one folder per learner, and runs automated test marking overnight. In the morning they override three ambiguous short answers, export CSV for the tracker, and open Reporting Hub to see which command-word questions the cohort missed before the next workshop. Afterwards they note scheme or template tweaks so the next run needs fewer overrides, and they file exports with the usual automated test marking moderation pack.
Compared

By hand vs with automated test marking

Aspect Manual With Feedback Flows
Reuse across cohorts Reprint and re-mark the same paper from scratch when deadlines are tight and staffing is thin Reusable Question Templates keep the key stable with teacher review and an export trail before release
Class upload Collect papers and mark pile by pile when deadlines are tight and staffing is thin One ZIP with folders matched to the roster with teacher review and an export trail before release
Media answers Replay audio and note marks separately when deadlines are tight and staffing is thin Transcription within limits feeds the same scheme with teacher review and an export trail before release
Governance Ad hoc second marking when time allows when deadlines are tight and staffing is thin Optional human review gates before completion with teacher review and an export trail before release
How it works

Template, upload, review

Prepare the scheme

Build or select a Question Template, or upload a paper and scheme for a one-off job. Check names and classes carefully so history lands on the right learner.

Upload student work

ZIP with one folder per student, or individual files. Include documents, images and short audio/video where needed. Check names and classes carefully so history lands on the right learner.

Automark runs

Each answer is scored against the scheme; media is transcribed within tool limits. Check names and classes carefully so history lands on the right learner.

Review overrides

Adjust marks, export CSV, and save to profiles under your governance rules. Check names and classes carefully so history lands on the right learner.

Capabilities

What automated test marking covers

Question templates

Reusable digital answer keys for recurring tests. Designed to sit beside your other Feedback Flows tools for automated test marking.

Batch ZIP matching

Folder names fuzzy-match your roster; ULN matching on enterprise plans. Designed to sit beside your other Feedback Flows tools for automated test marking.

Mixed media

Documents, images and short recordings with transcription where enabled. Designed to sit beside your other Feedback Flows tools for automated test marking.

Overrides

Change any mark after the draft without re-running the whole job. Designed to sit beside your other Feedback Flows tools for automated test marking.

Governance

Optional human review before final completion on enterprise policies. Designed to sit beside your other Feedback Flows tools for automated test marking.

Exports

CSV and profile history for MIS and pastoral workflows. Designed to sit beside your other Feedback Flows tools for automated test marking.

On screen

Paper, scheme and class results together

See how the mark scheme drives scores, then review the cohort results table before release. Training Centre walkthroughs mirror the same automated test marking screens so new markers practise review before live work.

  • Clear per-question scoring
  • Class overview for quick sampling
  • Links straight into learner profiles
FAQ

Questions about automated test marking

Structured Q&A papers, topic tests and short-answer knowledge checks with a clear mark scheme or reusable Question Template. Most departments keep a short note on who may release automated test marking results and how parents are informed.

When you will reuse the same test. Templates keep the answer key consistent across cohorts and years. Export packs usually sit alongside your normal moderation or IQA evidence for automated test marking.

One folder per student, with the folder name matching the student display name in Feedback Flows. New staff can learn automated test marking via Training Centre lessons and the guides linked on this page.

Yes where enabled. Short recordings are transcribed and marked; see the on-screen limits for length and size. Always leave a trained person in the loop before learners see automated test marking outcomes.

Yes. Override individual answers after review; changes are recorded on the result. If you are unsure whether automated test marking fits, compare the related tools listed below and pick by assessment type.

No. Use Rubric Marking or Essay Marking for extended qualitative writing. Credit use and retention follow your Feedback Flows account settings when you run automated test marking.

Yes. Policies can require human review before a job is marked complete and results are released. Sample a handful of outputs in the first week so team norms for automated test marking stay consistent.

Automated test marking focuses on reusable keys and whole-class batches. Exam Paper Marking suits flexible one-off scripts, including handwriting OCR. Keep policy language plain: what automated test marking drafts, what humans decide, and what is stored.

Yes. CSV exports and profile history support MIS and pastoral workflows. Escalate only with evidence — quotes, pairs or reports — never with a score alone from automated test marking.
Get started

Try Automated test marking on a live demo

Explore the tool with sample work, or start free with welcome credits on your own account.