A lightweight tool for estimating AI capability coverage and exposure across a full academic programme or curriculum structure.
🌐 Live Hosted Version
http://cloudpedagogy-ai-capability-programme-mapping.s3-website.eu-west-2.amazonaws.com/
🖼️ Screenshot
Phase: Phase 3 — Capability System
Role:
Estimates and maps AI capability coverage across curriculum structures (programmes and modules), enabling identification of exposure patterns and alignment gaps.
Upstream Inputs:
- Curriculum structural data from the Mapping Engine
- Baseline capability benchmarks from the Capability Assessment Tool
Downstream Outputs:
- Capability-informed insights for the Curriculum Simulation Tool
- Aggregated signals for institutional Governance Dashboards
Does NOT:
- Perform detailed workload or assessment simulation
- Record or audit individual human–AI decision activity
The AI Capability Programme Mapping tool bridges the gap between abstract capability frameworks and concrete curriculum implementation.
It enables academic leads to:
- Visualise where AI capability is explicitly developed across a programme
- Identify uneven or missing capability coverage
- Detect areas of high AI exposure without corresponding capability development
This supports more intentional, transparent, and governance-aware curriculum design.
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Mapping Layer
Align modules to the six CloudPedagogy AI Capability domains -
Exposure Estimation
Estimate cumulative “AI Exposure” across the student journey -
Alignment Signals
Highlight modules with high AI involvement but low capability development
This repository contains exploratory, framework-aligned tools developed for reflection, learning, and discussion.
These tools are provided as-is and are not production systems, audits, or compliance instruments. Outputs are indicative only and should be interpreted using professional judgement.
- All applications run locally in the browser
- No user data is collected, stored, or transmitted
- All example data is synthetic and does not represent real institutions or programmes
CloudPedagogy develops open, governance-credible tools for building confident, responsible AI capability across education, research, and public service.
- Website: https://www.cloudpedagogy.com/
- Framework: https://github.com/cloudpedagogy/cloudpedagogy-ai-capability-framework
This tool supports both AI capability development and lightweight governance.
- Capability is developed through structured interaction with real workflows
- Governance is supported through optional fields that make assumptions, risks, and decisions visible
All governance inputs are optional and designed to support — not constrain — professional judgement.