Squads, multi-agent coordination, are running in production right now, inside engineering teams at Adobe, Block, GitHub, Atlassian. Business operations are next, but only after the data foundation underneath catches up. This page is where that line sits today.
Three patterns emerge: Agent Delegation, Agentic Orchestration, and AI Pods. Combined, they let Adobe ship 10x faster.
Engineering leaders are flattening teams around orchestrated AI pods. The middle layer of the org is the layer being rewritten first.
In every interview the same answer surfaced: our data isn't clean enough, our systems don't talk, our governance hasn't caught up. Squads are downstream of those fixes.
The interesting work isn't a single smart model. It is the choreography between a planner, a coder, a reviewer, and a deployer that never sleeps.
Most enterprise data foundations aren't ready for squads yet. That's the work of the next two years. Today, squads earn their keep in code.