A staged authoring workflow for programme foundations, research, assessments and curriculum documents.
Original application interface · captured locally with fictional demo data.The system at a glance.
- System
- AI-assisted academic authoring
- Focus
- AI
- Status
- Live application
The challenge.
Keep research, learning outcomes, teaching material and review connected through curriculum authoring.
How the parts connect.
A staged workflow links programme context, source material, generated drafts and human review.
What it handles.
Programme foundations
Define the audience, academic level, delivery mode and programme scope.
Competency frameworks
A separate authoring stage structures knowledge, skills and competencies.
Learning outcomes
Connect programme and module learning outcomes to the curriculum structure.
Course structures
Organise modules, topics, hours and prerequisites.
Source review
Review research references in the context of modules and learning outcomes.
Assessments
Dedicated stages cover assessments, assignment packs and summative examinations.
Lesson plans
Lesson plans, case studies, glossaries and presentation generation have distinct workflow stages.
Document packages
Export programme documents, individual steps and structured JSON data.
A workspace for each role.
A visible step navigator, version history and export workspace keep long authoring processes manageable.
The work, end to end.
- 01Programme foundation
- 02Learning outcomes
- 03Course framework
- 01Research sources
- 02Review
- 03Teaching material
- 01Completed steps
- 02Document package
- 03Export
Engineering focus.
Next.js / TypeScript / Express / MongoDB / Redis / Retrieval and AI generation
Project infrastructure details are not published.
Inside the interface.
Original interface · Demo data
What we delivered.
An AI-assisted academic application with staged authoring and document export workflows.