Playbooks
Actionable implementation architecture—governance, training pathways, and measurement frameworks—built for education systems and workforce transition.
Education Systems Playbooks
Acceptable Use & Governance Template (Schools)
Purpose: Policy and guardrails for school use of AI.
Who it's for: School leaders, IT, policy officers
Status: PlannedTeacher Enablement Pathway (Beginner → Leader)
Purpose: Staged training and capability building.
Who it's for: Teachers, professional development leads
Status: PlannedCurriculum Integration Guide (AI literacy + computational thinking)
Purpose: How to embed AI literacy in curricula.
Who it's for: Curriculum designers, educators
Status: PlannedMonitoring & Evaluation Metrics
Purpose: Outcome and impact measurement.
Who it's for: School systems, researchers
Status: PlannedWorkforce Transition Playbooks
Workplace AI Governance (RACI + guardrails)
Purpose: Roles and guardrails for workplace AI.
Who it's for: HR, compliance, leadership
Status: PlannedRole/Task Mapping Method
Purpose: Map roles and tasks to AI readiness.
Who it's for: Workforce planners, L&D
Status: PlannedTraining Architecture (role-based pathways)
Purpose: Structured upskilling pathways.
Who it's for: L&D, talent teams
Status: PlannedAdoption & Risk Measurement Framework
Purpose: Measure adoption and risks.
Who it's for: Operations, risk, leadership
Status: Planned