The Decoupled Enterprise: Shadow AI and the Limits of Symbolic Governance
Shadow AI exposes the gap between documented AI governance and controls operating in organisational work.
AI Adoption & Governance Resources
Practical resources for boards, executives and transformation leaders navigating AI adoption, governance, readiness, risk and assurance. Research-led. Governance-first.
Featured Resources
- APIG Framework Guide — Free practitioner's guide to the Actors, Practices, Infrastructure, Governance operating model for AI adoption
- AI Readiness Assessment — Structured assessment across governance, data, technology, people, risk and workflow dimensions
- Board AI Briefing Templates — Board-ready AI governance and risk reporting
- AI Platform Comparison — Vendor-independent comparison of leading AI platforms
Research & Insights
AI Takeover Timelines and the Human Adoption Constraint
Human and organisational adoption constraints may slow advanced AI’s economy-wide influence and takeover timelines.
From Promotion to Intelligence: How AI is Reshaping Destination Management, and What DMOs Can Do About It
AI shifts destination management from reactive promotion to predictive intelligence, governance, and proactive visitor stewardship.