Auditable assessment
AI should strengthen teacher judgement, not replace it
Department for Education guidance emphasises that grading is based on the teacher’s professional judgement of relevant evidence. This assessment tool is designed to show evidence, limitations and links to criteria – not to generate a final grade.
Evidence first
Every conclusion can be traced back to a student response, question, mark scheme or assessment guidance.
Tests are evidence
A test can be important, but it is still only part of the teacher’s wider assessment picture.
Traceable documentation
The report shows what the AI has seen, what it has considered and what needs manual review.
Actionable feedback
Students receive clear next steps and teachers get a clearer picture of strengths, gaps and misconceptions.
How it works
A teacher workflow for tests, student responses and assessment criteria
The tool is designed for materials teachers already have: test papers, diagnostic tasks, student responses, solutions, mark schemes, rubrics, grade boundaries and your own instructions.
1. Upload or paste your materials
Use test questions, student responses, mark schemes, assessment guidance or a mixed document.
Works with files and pasted text
Can handle one student, multiple examples or materials without student responses
Extra context can be added, such as test purpose or maximum marks
2. Select assessment basis
Assess against the active course, a created rubric, your own criteria or a combination that fits the task.
Curriculum and subject links for UK courses
Custom task criteria, mark schemes or grade boundaries
Reusable rubrics for similar tasks
3. AI analyses questions and highlights evidence
The analysis breaks down the material question by question and links student responses to criteria, level signals and limitations.
Question-level assessment comments
Criteria coverage and missing evidence
Suggestions for what teachers should check first
4. Receive a structured report
The report brings together an overview, preliminary level indication, student feedback, criteria links and an evidence map.
Summary for the teacher
Direct feedback for the student
Clear risk and uncertainty markers
5. Teacher makes the final judgement
AI can provide well-structured decision support, but does not award a formal grade. The teacher weighs the evidence against their professional judgement.
Preliminary level indication instead of a final grade
Option to disregard, amend or use the draft
Clear support for human oversight
Flexible criteria
Assess against curriculum, your own criteria or both
Different tests require different assessment bases. Sometimes you want to rely on curriculum criteria. Sometimes the task’s own criteria, mark scheme or grade boundaries are more important. You control the assessment approach.
Course and subject links
When working in a UK course context, the material can be linked to selected curriculum content and assessment criteria.
Suitable for course tests and major assessments
Clarifies the relationship between question and criterion
Helps teachers see what the test actually assesses
Custom or created rubrics
Use rubrics you have built in Studera.ai for consistent language and reusable structure.
Good for recurring tasks
Makes moderation easier within the department
Gives students clearer assessment frameworks
Free criteria, mark schemes and guidance
Paste in local criteria, task-specific requirements, mark schemes, grade boundaries or assessment guidance.
Works for special tasks and diagnostics
Suitable when the test does not cover the whole course
Makes AI support more precise for the specific task
Combine for better precision
Use curriculum criteria as a framework and your own task criteria for specificity. This provides both policy alignment and practical marking accuracy.
Clarifies what is at course level and what is at task level
Reduces the risk of AI considering irrelevant factors
Makes the report easier to review
The report
What teachers need after an AI analysis
The aim is not to give a quick answer that feels certain. The aim is to provide assessment evidence that stands up to scrutiny: what is visible in the student response, what is missing, how does it link to criteria and what should the teacher consider?
Question-by-question analysis
Each identified question or sub-task receives a judgement, evidence, level signal and comment.
Criteria coverage
See which criteria are supported, partially supported, lack evidence or cannot be assessed from the material.
Evidence map
Link criteria to questions, concrete examples and what the example shows in relation to the task.
Preliminary level indication
Receive a level signal, for example towards a rubric level or grade boundary, with justification and assessment confidence.
Student-focused feedback
The report can provide feedback highlighting strengths, next steps and what the student needs to show more clearly.
Evidence for follow-up
Save reports as assessment records and use them as structured documentation in ongoing teaching.
Responsible AI and teacher control
Designed for teacher control and responsible AI
Wherever used, AI assessment should be transparent, auditable and subject to the teacher’s professional judgement. The report is a support, not an automatic grader.
Teacher has the authority
AI can suggest a level indication and structure evidence, but it is the teacher who judges relevance, reliability and final use.
Protection against automation bias
The report highlights uncertainties and recommended teacher checks so that the AI response is not treated as a mark scheme.
Clear decision support
You see what the analysis is based on: student responses, criteria, evidence, gaps and what needs review.
Careful handling of student data
The approach encourages minimisation, approved tools and conscious handling of student work, test responses and personal data.
Built for more than one report
A foundation for more assessment workflows
Test assessment is the first step in a broader assessment system. The same evidence logic can be used for more student responses, moderation, class overviews and clearer follow-up over time.
Multiple student responses in one workflow
Analyse several student examples without mixing up students or responses, and let the teacher review each part separately.
Suitable for tests with many open responses
Faster initial review
Maintains traceability per response
Moderation and calibration
Use the same criteria and evidence structure to discuss levels within the department.
Clearer examples of different rubric levels
Reduces hidden marking differences
Better basis for subject team discussions
Class overview and patterns
As more reports are collected, teachers can see recurring strengths, misconceptions and teaching needs.
Which criteria lack evidence?
Which questions were most challenging?
What next teaching steps are needed?
Export, archive and follow-up
Reports can be used as practical evidence for student meetings, retests, additional support and planning.
Structured documentation
Easier feedback to students
Less manual post-processing
Mark faster without losing your professional judgement
Studera.ai helps you move from unstructured test materials to clear evidence, preliminary level indication and concrete next steps. You review, adjust and decide.
Try test assessment for freeSources and further reading
Explore official guidance on AI in education, grading, assessment, teacher responsibility and human oversight.
Frequently asked questions about grading tests with AI
Can AI award a grade for a test?
No. The tool provides an AI-supported assessment draft and a preliminary level indication. The teacher is always responsible for the final professional judgement.
How does this relate to official guidance on grading?
Department for Education and Ofqual describe grading as a professional holistic judgement of relevant evidence. Studera.ai therefore shows evidence, criteria links and limitations instead of treating a single test as an automatic final grade.
What documents can I upload?
You can use test questions, student responses, mark schemes, assessment guidance, grade boundaries, rubrics or your own text. The clearer the material, the more auditable the report.
Can I use my own criteria?
Yes. You can use the active course, created rubrics or paste in your own criteria, mark schemes and guidance. For many tasks, a combination is best.
Does this comply with local AI policy?
The tool is designed for human oversight: teachers can understand, review, amend, disregard and make the final decision on AI-supported evidence.
Is this only for national tests?
No. The tool is suitable for course tests, diagnostics, smaller knowledge checks, open responses, assessment guidance and local tasks. National tests are always handled according to current rules and teacher responsibility.
Can I use AI to mark tests faster?
Yes, AI can help you sort questions, highlight evidence, compare student responses to criteria and draft initial feedback. You always review the result before use.
What does preliminary level indication mean?
It is a signal of the level suggested by the evidence, for example towards a rubric level or grade boundary. It is not a formal grade and must always be weighed against the teacher’s holistic judgement.
Can AI assess open questions and free-text responses?
Yes. The tool is especially useful for open responses where the teacher wants to see evidence, reasoning, misconceptions, strengths and links to assessment criteria.
Can I use mark schemes and grade boundaries in the analysis?
Yes. You can include mark schemes, model answers, grade boundaries and assessment guidance. If the material includes marks, the report can use them as support, but the teacher decides how marks are weighed.
How does the tool support moderation?
The report makes the assessment basis more visible by showing criteria, evidence and uncertainties in the same way for multiple student responses. This provides a better basis for subject team discussions.
Can I assess multiple student responses in one document?
Yes, if the material is clearly separated, the AI can identify multiple responses or examples. The report aims to keep responses distinct and marks when the material is unclear.
Is AI assessment suitable for secondary and further education?
Yes. The tool is relevant for primary, secondary and further education, especially when the task has clear criteria, mark schemes, grade boundaries or curriculum links.
How do you prevent the AI from inventing assessment bases?
The analysis is instructed to use only uploaded material and selected criteria. The report highlights limitations when questions, student responses, mark schemes or criteria are missing.
Is AI assessment fair for students?
AI can provide consistent structure, but fair assessment requires teacher review. The report shows both supporting evidence and factors that limit assessment confidence.
Can students receive feedback from the report?
Yes. The report includes student-focused feedback with strengths, areas for development and concrete next steps that the teacher can review and adapt.