RESEARCH INTERESTS
- Agentic AI in Organisations: Design, deployment, and governance of multi-agent systems in enterprise environments. How organisations move from pilot to production-scale agentic AI, including agent registry design, human-in-the-loop definitions, and model risk management
- Leadership and Organisational Design for AI: How agentic AI reshapes management structures, decision authority, and team composition. The shift from hierarchical delegation to human-agent task orchestration and its implications for leadership competencies, span of control, and organisational design
- Enterprise AI Adoption Frameworks: Applied methodologies for identifying, scoping, and deploying AI solutions with measurable business impact, grounded in practitioner experience across 40+ operating companies