Content Model

How the programme material is organised and reused.


Core Objects

Object Description Examples
Maturity level Readiness stage for a team or organisation Experimenting, standardising, operationalising
Audience track Role-specific learning path Executive, manager, staff, champion, technical
Module Teach-able unit Prompting, safe use, workflow redesign, RAG
Exercise Hands-on activity Summarise a policy, analyse a spreadsheet, draft a client email
Reusable asset Takeaway that survives the workshop Prompt pattern, review checklist, playbook page
Metric Evidence that adoption is working Time saved, active users, workflows standardised

Curriculum Matrix

Maturity Level Executive Managers Staff Champions Technical
0 Blocked AI reality check Risk framing Awareness Not yet Tool review
1 Experimenting Use-case selection Team expectations Foundations Candidate selection Secure usage
2 Standardising Investment choices Playbook routines Workflow practice Coaching skills Integration discovery
3 Operationalising Portfolio governance Metrics Advanced workflows Pattern library RAG and automation
4 Scaling Operating model Change leadership Continuous improvement Train-the-trainer Evaluation and agent supervision

Playbook Structure

Each reusable playbook entry should capture:

  • Use case and business context.
  • Approved tool or tool category.
  • Prompt pattern or workflow steps.
  • Data that can be used.
  • Human review requirement.
  • Example output.
  • Owner and review date.

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