Team Topologies Provide the Organizational Infrastructure for Effective AI
Matthew Skelton argues that AI success hinges on clear organisational boundaries, not just technology. By applying Team Topologies—defining bounded teams, independent services, and explicit interaction modes—companies can give both humans and AI a well‑defined scope, reducing cognitive load and improving outcomes. This infrastructure for agency clarifies ownership, guardrails, and value creation.