Workshop

Build a real Context Block, learn the advanced context-engineering skills rarely covered in depth — typed ontologies, evals for context, governance, self-evolving — and leave with a repeatable method you can apply next week.

This workshop is designed to equip product managers with a flexible playbook for identifying success metrics and leading indicators that truly drive product and business outcomes. We’ll adapt and “mis-use” familiar metric-building techniques in a unique way to better reflect real-world product dynamics and customer behaviour.

Psychological safety. Team intelligence. High performance. These concepts dominate today’s management discourse, yet few practitioners understand how to rigorously assess whether their teams actually possess these qualities, or how to systematically develop them. This one-day masterclass cuts through the hype to deliver what serious team leaders, coaches, and managers need: evidence-based methods grounded in decades of psychological research, presented by an experienced psychologist with a practitioner’s understanding of real-world team challenges.

This workshop helps teams understand what makes a product truly AI-native and how to decide which AI opportunities are worth building.

The session goes beyond adding a chatbot or automation to a product. It focuses on how AI changes the product value, workflow, user experience, trust model, and go-to-market strategy.

Participants will learn how to identify strong AI use cases, evaluate where AI creates real user and business value, avoid AI-washing, and design AI-native products with the right controls, feedback loops, uncertainty handling, and human oversight.

Best for: senior designers, design leaders, founders, product managers, and teams building or launching AI-powered products.