4 Mar 2026
Episode 36: Team Topologies in the Age of AI: Rethinking Flow, Autonomy, and Agency
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 (https://sap-podcast-bucket.s3.amazonaws.com/process-transformers/26-02-processtransformers-36-Transcript.pdf)
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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 quality issues, product safety failures, and erosion of trust. If automation can push changes at high speed, you need equally serious testing, clear ownership, and real accountability. From there, we shift to leadership and control. Not the old command and control model, but a tighter version of autonomy: clarity on direction, alignment on outcomes, and visibility into how work and value actually move through the org. We close with a surprisingly powerful lever that most teams ignore: procurement. When you look at it through a value-flow lens, procurement can either choke delivery or unlock speed, trigger better conversations, and produce real impact far earlier in the enterprise than anyone expects.
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Guest: (https://sap-podcast-bucket.s3.amazonaws.com/process-transformers/25-11-processtransformers-35-JPG-Guest-Salman_Azhar.jpg) Matthew Skelton
Matthew Skelton is the co-author of Team Topologies, one ofthe most influential approaches in modern organizational design and software delivery. As CEO/CTO of Conflux and leader of the global Team Topologies initiatives, Matthew helps organizations around the world design for fast flow of value, sustainable team health, and organizational resilience in complex, fast-moving environments.
His work sits at the intersection of operating models, organizational design, socio-technical systems, cognitive load theory, and platform engineering. Over the past decade, his ideas and approaches have shaped how global companies structure teams, define interactions, and build internal platforms that reduce complexity and accelerate value delivery. Team Topologies has become a reference model for leaders seeking clarity, adaptability, and humane high performance.
More recently, Matthew’s work explores how AI — particularlyagentic and autonomous systems — changes (and sometimes reinforces) the foundations of team design. His perspective is grounded, practical, and focused on real-world delivery: fast flow, reduced cognitive load, better collaboration, and organizations that don’t burn people out.
Matthew is a frequent keynote speaker at global conferencesand enterprise events, and advises organizations across industries on organizational effectiveness, operating models, internal platforms, and AI-era team design.
If you want to learn more about:
Our guest: LinkedIn (https://linkedin.com/in/matthewskelton) | Webpage (https://matthewskelton.com) | Mastodon (https://mastodon.social/@matthewskelton) | Bluesky (https://bsky.app/profile/matthewskelton.com) | SpeakerDeck (https://speakerdeck.com/matthewskelton)
SAP Signavio:https://www.signavio.com (https://www.signavio.com/)
Email us your questions or comments: processtransformers@sap.com (mailto:processtransformers@sap.com)
