MarkMate-BTEC automates criterion-matched feedback and IV paperwork while preserving teacher oversight and compliance.
70%
for a 30-learner cohort
Reduce marking time by up to 70% for a 30-learner cohort.
Ensure consistency and quality of P/M/D feedback across all submissions.
Generate Pearson IV forms and sample evidence automatically.
Maintain JCQ/Ofqual compliance through audit-trail logging.
Free teachers from clerical tasks to focus on teaching.
Streamline the entire assessment workflow from submission to verification.
Drag-and-drop ingestion of assignment briefs and student submissions.
GPT-4o function-calling returns JSON of criterion-linked comments.
Human-in-the-loop grade confirmation with locked grade cells.
Export marksheet.csv, IV_form.pdf, annotated PDFs, and audit_log.json.
SHA-256 hashed audit log of AI output and teacher approvals.
Upload brief & submissions → system parses Unit, Learning Aim, criteria grid, learner IDs.
AI suggests evidence-based comments for each criterion; teacher reviews and edits.
Teacher confirms grades; system timestamps and hashes all decisions.
IV wizard samples learners and pre-fills Pearson IV PDF form.
Export bundle consolidates all deliverables for internal and external verification.
FastAPI with Celery task queue for PDF parsing and AI calls.
React/Next.js with drag-and-drop and rich-text editor.
PostgreSQL for metadata; S3 for file storage; AWS Lightsail deployment.