This perspective is grounded in almost 40 years of experience across artificial intelligence, consulting, operational improvement, organisational design, knowledge leadership and large-scale transformation. I have held senior roles with BAE Systems, Unisys, KPMG and Systemiq, worked earlier in my career with Deloitte and AI research and software organisations, and advised government, global businesses and public-sector bodies. This breadth has given me pattern recognition across successive waves of technological and organisational change—and a practical understanding of what enables change to take root, what causes it to fail and what leadership teams frequently overlook.

I bring hard commercial evidence as well as strategic perspective. My work on bid-support capability at BAE Systems contributed approximately £30 million in increased sales; a sales-performance programme at Unisys delivered approximately £65 million in increased sales; and a cost-management programme at Unisys delivered approximately £32.5 million in annual savings. These results underpin my belief that organisational capability, knowledge and learning matter only when they improve growth, margin, resilience, decision quality and execution.

I have also built enterprise knowledge and organisational capabilities at BAE Systems and Systemiq, supported global organisational adaptation at KPMG, and contributed to operating-model and structural-change work involving the Highways Agency, Northern Ireland Airports, the Crown Prince Court in Abu Dhabi and Unisys. That combination allows me to connect board intent with operating reality: to recognise when an attractive strategy is being undermined by unclear accountabilities, fragmented expertise, weak knowledge flows, an unsuitable operating model or insufficient organisational capacity for change.

My perspective on AI is informed by experience dating back to AI research, consulting and early AI businesses, followed by government advice on AI technology transfer and more recent work on enterprise adoption. I therefore approach AI neither as a technology evangelist nor primarily as an implementation specialist. I help boards consider where AI can create real commercial and strategic value, where human judgement and accountability must remain decisive, and what knowledge, governance and organisational capabilities are required to use it responsibly and effectively.

I am particularly relevant to ambitious, knowledge-intensive organisations whose performance depends on expertise, judgement and learning—especially businesses that are scaling, professionalising, reducing dependence on founders or key experts, redesigning their operating model, or deciding how AI should affect their strategy and operations. In these situations, I bring a combination of independent challenge, strategic breadth, implementation experience and commercial discipline that can help the board improve decisions while leaving management firmly responsible for execution.