Episode 36: Team Topologies in the Age of AI: Rethinking Flow, Autonomy, and Agency
From Process Transformers by SAP SE
March 4, 2026 · 29 min · Episode 36
About this episode
The episode discusses how to build effective organizations in the context of AI integration, focusing on cognitive load, value flow, and leadership dynamics.
Join us for a sharp, practical conversation with Matthew Skelton on how to build organizations that work when AI starts shipping alongside your teams. We talk cognitive load, fast value flow, leadership without micromanagement, and why safety and trust become the real bottlenecks. This is an episode you do not want to miss. Download the episode transcript ===== AI is changing how value gets built and shipped. But going faster is useless if you are just accelerating confusion. In this episode, Lukas Egger talks with Matthew Skelton about how to stay fast and dependable as AI becomes part of everyday delivery. We start with cognitive load and fast flow of value, and why these ideas are the most practical way to think about team design right now. Many organizations have talented people and solid intentions, yet still struggle to deliver meaningful outcomes. The usual culprits show up fast: teams stretched too thin, feedback that arrives late, systems that feel fragile, and structures that make coordination painfully expensive. Then we get specific about AI. Used well, it can remove busywork and tighten feedback loops. Used carelessly, it creates a new class of risk: content…
People in this episode
Host: Lukas Egger
Guest: Matthew Skelton
Topics covered
- AI
- team design
- cognitive load
- leadership
- value flow
- trust
- automation
Keywords
- AI
- cognitive load
- team design
- leadership
- value flow
- trust
- automation
- feedback loops
- accountability
Mentioned in this episode
Organizations: SAP SE
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