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AI-Powered GCSE & A-Level Revision Platform

How we conceived, designed, and built a complete AI-powered GCSE and A-Level adaptive revision platform: five user roles, an FSRS learning engine, and full UK-education compliance, live in 13 days.

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65,000
UK schools mapped

Every UK school imported and segmented by type, region, deprivation index (IMD), Pupil Premium eligibility, and MAT grouping for outreach

27,000+
Adaptive content bank

Exam-board-specific questions plus 24,600+ flashcards across 154 subjects, driven by knowledge tracing and spaced-repetition scheduling

13 days
Core platform built in

Multi-role platform designed and shipped across 8 milestones and 1,050+ commits

GDPR + Pupil Premium
Compliance

Children's-data GDPR, PECR outreach gating, silent Pupil Premium Pro access, and auto-generated DPA for institutional rollout

The Challenge

The UK GCSE and A-Level revision market is underserved by technology. Students revise without focus, parents cannot verify effort, and teachers lack the data to intervene early. The apps that exist are static and gamified: none adaptive, none genuinely multi-stakeholder. We set out to build the platform we believed should exist.

The Solution

We conceived, designed, and built UpGrades end to end: a production multi-role AI SaaS on Next.js 16, React 19, Convex, Clerk, and Stripe. Five distinct dashboards, a real-time adaptive learning engine driven by FSRS spaced repetition, B2C and B2B subscription billing, and a full UK-education compliance layer. From a blank brief to a live platform in 13 days across 1,050+ commits.

The Site

UpGrades homepage, Revise Smarter, GCSE & A-Level Revision
Homepage Visit
UpGrades learning architecture, adaptive revision pathways
Learning architecture Visit
UpGrades pricing, Free, Student £9.99/mo, Pro £19.99/mo
Pricing Visit

A Product We Built to Prove the Point

UpGrades is not a client project. It is a commercial EdTech platform we conceived, designed, built, and own: the clearest demonstration of what Rogue Digital ships when handed a problem and the freedom to execute. A live, multi-role AI SaaS, built in 13 days.

We built it because the UK GCSE and A-Level revision market is underserved by technology. Students revise without focus, parents cannot verify effort, and teachers lack the data to intervene early. Existing apps are static and gamified: none adapt to the individual student, and none serve the whole picture.

The Adaptive Learning Engine

The core is a continuously updated model of each student’s knowledge state. As students work through flashcards and exam-board mock exams, the system tracks performance at question level, detects recurring error patterns, and pinpoints the exact knowledge gaps holding each student back.

An FSRS spaced-repetition scheduler then prioritises weak topics, weighted by proximity to the exam date and current readiness. Four intensity modes (Cruise, Turbo, Beast, and Legend) let students choose their pace without switching off the adaptive logic underneath. Content is specific to AQA, Edexcel, OCR, and other boards, so every question matches the format students will actually sit.

Five Roles, One Platform

UpGrades ships five distinct authenticated experiences: student, parent, teacher, governor, and admin. Parents see exactly what their child revised this week and what is scheduled next. Teachers get an aggregated class view with early warnings for students slipping behind, and governors and admins get institutional oversight. B2C and B2B billing runs through Stripe across all of it.

Built for UK Schools

Selling into schools means compliance from the first line of code:

  • GDPR: children’s-data protection, 90-day chat retention, and full audit trails for every AI interaction
  • Pupil Premium: eligible students receive Pro access automatically and silently, with Ofsted-ready impact reports for the school
  • PECR: a hard gate blocks any outreach sequence from sending without a completed Legitimate Interest Assessment and B2B checklist
  • DPA: an auto-generated Data Processing Agreement with Article 22 transparency for onboarding
  • R&D: an HMRC-aligned activity log built directly into the admin

Alongside the product we built its go-to-market layer: 65,000 UK schools imported and segmented for compliance-gated outreach, plus an AI support chatbot with retrieval over the knowledge base.

What This Demonstrates

UpGrades is a live commercial platform with real billing and real compliance, built end to end by a small senior team in 13 days. This is what Rogue Digital builds when given a clear problem and room to execute.

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