Large companies should empower small, autonomous teams (5-10 people) to experiment rapidly like startups. This "jet ski" model prioritizes speed and validated learning over large budgets and long timelines, de-risking innovation before committing to scale.

AI tools dramatically reduce the resources needed for idea validation. Leaders should restructure teams by creating small, nimble 'discovery' pods (1-2 people) for rapid idea generation and validation. Successful ideas are then passed to larger, traditional 'execution' teams for scaling and implementation.

Large companies like Rippling and TripActions maintain innovation velocity by creating "carved out" teams for new, "zero to one" initiatives. This organizational strategy provides singular focus, empowering a small group to execute with the intensity and speed of an early-stage startup without corporate distractions.

After finding that involving thousands of engineers from day one led to decision paralysis, Rivian changed its process. Now, a small 'SWAT team' of under 50 people defines a new product's core architecture and makes key trade-offs in the first six months, preventing 'design by committee' before scaling up development.

The initial version of what became GrokBot was developed by a small group of "OG" engineers working in isolation. This skunkworks approach faced a lack of understanding from others in the company, forcing the team to ship tangible results to prove the concept's viability.

While traditionally creating cultural friction, separate innovation teams are now more viable thanks to AI. The ability to go from idea to prototype extremely fast and leanly allows a small team to explore the "next frontier" without derailing the core product org, provided clear handoff rules exist.

To adapt to AI-driven productivity, Block abandoned large, static feature teams for small squads of 1-6 people that can flexibly move between products. This structure, combined with cutting management layers by over 50%, allows for faster information flow and rapid, AI-powered development cycles.

When executing a large-scale government technology project, physically separating the technology team (e.g., in Bangalore) from the political and bureaucratic hub (e.g., in Delhi) is a crucial tactic. This creates a shield, allowing engineers to focus on deep work without constant interference.

To achieve breakthrough innovation, leaders must form a small team and shelter it from the main organization's systems, constraints, and distractions. This isolation provides the mental space required to rethink problems from first principles, rather than being biased by existing structures.