Start with the AI Workforce Readiness Assessment for an organisational view, or the AI Adoption Friction Audit for one specific initiative.
The 17 tools below were listed as live on the canonical tools hub on 2026-09-06. Each opens the working website application. Follow each tool’s own evidence, data-handling, and interpretation notes; a self-report score is not proof of observed behaviour.
Across the framework
Adoption friction
Change Agility
Leadership Delta
Behavioral Governance
Development and evidence
The versioned tools manifest records both released tools and the development portfolio. Planned, speculative, and in-development entries are not ready-to-use downloads.
See the diagnostics system documentation and evidence scales for implementation and research context.