How to Keep Multiple Teams Agile: Insights from Alibaba, Spotify, and Taobao

1. Keep Small Teams

When a startup or early‑stage product grows, the instinct is to add people, but small teams can still deliver remarkable results by staying focused on a single mission and leveraging open‑source, platform, and cloud tools to accelerate development without heavy infrastructure.

2. Business‑Unit Feature Teams

When product complexity exceeds the capacity of a single team, organizing around business‑unit feature teams works best. Each unit acts like a mini‑startup with its own mission, clear boundaries, and end‑to‑end responsibility for product design, development, testing, and release, minimizing inter‑team dependencies.

Examples include Alibaba’s mobile Taobao, where content platforms such as Weitao and Taobao Live operate as independent business units with separate product and development teams, and Spotify’s “tribe‑squad‑chapter‑guild” model, where squads own specific product areas and are supported by chapters for knowledge sharing.

3. Unlimited Feature Teams

When business direction is unclear, unlimited feature teams share a single product backlog and prioritize work collectively. In Alibaba Health’s 2018 case, a 30‑person pool was split into two balanced teams that each covered core applications, allowing them to pull tasks from the same backlog and dramatically reduce delivery delays.

4. Summary

Whether using business‑unit feature teams or unlimited feature teams, each team must be capable of delivering product features independently. Practices such as appointing module guardians for code review and design oversight help maintain consistency across modules. Over time, unlimited teams can evolve into business‑unit teams as product direction stabilizes, ensuring continuous delivery of business value while preserving agility.