Building an AI research factory
What changes when research becomes an adaptive, evaluated system rather than a sequence of prompts.
Useful ideas, clearly delivered.
Talks, panels and facilitated sessions on AI strategy, autonomous research, multidisciplinary work and decision-making.
I speak about work I know first hand.
The material draws on current AI system building, an MBA with distinction, professional aviation, startup ventures and school governance. I use concrete examples and leave time for questions.
I am also trained in facilitation. For workshops, I can structure the room, surface different views and help a group reach a decision.
Current topics
Talks shaped around the audience.
Choosing AI work that earns its place
How startups can choose useful AI work, manage the risks and build an advantage that lasts beyond a demonstration.
Clear decisions when the stakes are real
Lessons from aviation, governance and management for teams making consequential decisions with incomplete information.
The multidisciplinary founder
Why ideas become more useful when management, technology, finance and lived operational experience are allowed to meet.
Accessibility as strategy and evidence
Moving accessibility from aspiration to research, measurement and better service design.
Shared systems and difficult transitions
What aviation sustainability reveals about incentives, coordination and change across an entire industry.
Formats
From a keynote to a working room.
Keynotes and conference talks
Panels and fireside conversations
Podcasts and interviews
Leadership workshops
Trained facilitation
University and business-school sessions
Event enquiry
Tell me about the room.
Include the date, location or online format, audience, budget and what you would like people to leave thinking or doing differently. I receive the enquiry by email and reply personally.