At Schuberg Philis, we take a specific view on this. AI is a multiplier: strong fundamentals become stronger, weak fundamentals become more exposed. The question is not what AI can do. The question is whether you have the architecture to use it responsibly, and whether you have the discipline to scale it.
Why watch this session?
In this session, we move past the model debate and focus on what it takes to bring AI from experiment to production. Arthur van Schendel, Julian Hessels, and Leo Simons discuss what that looks like in practice , from the boardroom to the architecture.
After watching, you will know more about:
- Why pilots fail to scale and what the transition to production at scale requires of your organization
- How a cognitive backbone captures your people's expertise, so AI agents operate within your boundaries rather than guessing at them
- How to organize two speeds: absolute control where it matters, room to innovate where it counts
Why the 90% behind the model, the engineering, the governance, the people, determines whether AI becomes a strategic asset or an unmanaged risk
This webinar was recorded in May 2026.
