Workshops
What will our people understand and be able to do afterwards?
Hands-on and no technical background needed: AI 101, coding with AI, or setting up your own agent. Or a topic of your choice.
What the day covers →
Beyond the headlines. Into practice.
I help leaders make sense of AI, build their teams' capabilities, and rethink how their organisations work.
Research-led consulting · Hands-on workshops · Keynotes
Discuss your AI challengeWhat is changing
From beating a Go champion to agents that act on their own.
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AlphaGo beats Lee Sedol
An AI beats one of the world’s best Go players, 4–1.
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The Transformer
Google researchers publish the design behind today’s AI models.
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ChatGPT goes public
Anyone can now talk to an AI. Millions start using it at work.
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AI sees, hears, talks
GPT-4o handles voice, images and text in real time.
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AI plugs into your tools
A common standard lets AI work inside your apps and data.
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Agents talk to agents
AI agents get a shared language to work with each other.
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The rise of the agents
OpenAI, Anthropic and Google all ship agents that do the work, not just answer.
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An AI agent hacks a government portal
Sent to research medicine spending, an OpenAI agent breaks into Australia’s Medicare data portal.
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And then we continue
The pace isn’t slowing. The question is how your organisation keeps up.
Beyonddeterminism
Research-based perspectives, grounded in doctoral-level research at Geneva Business School on how organisations need to change to navigate and govern the agentic age.
About the research →
Doctoral research · In progress
Beyond determinism
How do we design organisations where people and AI agents work side by side as one workforce?
My doctoral research at Geneva Business School is building a practical framework for exactly that: who decides what an agent may do, how its work stays visible, how changes are controlled, and when a human has to step in.
About the researchHow I can help
Keynotes
What perspective will our audience leave with?
How AI is changing the world, what it means for business, and how to govern it. Or a topic tailored to your audience.
Talk topics →Advisory
What decisions or organisational challenges will you help us resolve?
Ex-Deloitte, so the method will feel familiar: a clear question, a scoped engagement, and a written recommendation on capabilities, architecture and accountability your leadership can act on.
How advisory works →Field notes from
research and practice
Every note ships with an original diagram. Verified numbers only.
AI Governance Autonomy, Learning, Inscrutability: A Three-Question Test for Any AI Policy Enterprise AI Better Machines, Worse Results: The Coal Mine Lesson for AI Culture Enterprise AI 80% of Us Are Faster. The Company Isn't. Agentic AI The Best Brief for an AI Agent Was Written in 1976 Enterprise AI The Dynamo Problem: We've Been Here Before 
AI Architecture Is MCP Dead? Wrong Question. 
Agentic AI The Chatbot Era Is Ending Inside the Companies That Built It 
AI Architecture The Connector That Ate the AI Ecosystem
All 46 field notes AI Architecture Is MCP Dead? Wrong Question. Agentic AI The Chatbot Era Is Ending Inside the Companies That Built It AI Architecture The Connector That Ate the AI Ecosystem