Why every company now needs to think and operate like a lab team | Josh Woodward (VP Google Labs)

By Lenny's Podcast

Categories: Product, Startup, VC

Summary

Every company must now operate like a labs team to survive rapid AI innovation—but most corporate labs fail within 3-4 years because they're nested under existing business units instead of given independence. The critical skill isn't learning fast; it's the ability to unlearn and abandon ideas quickly before your competition does.

Key Takeaways

  1. Corporate labs fail 70% of the time within 3-4 years because they're embedded in existing business units. Labs need structural independence to thrive and experiment without organizational constraints.
  2. Unlearning velocity matters more than learning velocity. Hire for people's ability to learn something deeply, then walk away from it—this is the critical skill in a rapidly changing tech landscape.
  3. Best ideas don't come from design sprints or conventional ideation. You can't engineer great ideas—they emerge from exploration and play. Eye contact with early prototypes is the real metric of product-market fit.
  4. The team knows when to kill an idea before leadership does. Psychological safety and trust are prerequisites—if your team is afraid to say 'this won't work,' you'll waste resources on dead ideas.
  5. Every company needs a dedicated frontier team with independence, budget ($200/month subscriptions to new tools), and permission to explore what's now possible before startups disrupt you.

Related topics

Transcript Excerpt

My thesis is that every company needs to start thinking and operating like a labs team. >> Every company definitely needs a set of people, a team. Their job is to be at the frontier. They're the people who have like eight $200 a month subscriptions on everything. >> Everyone has to get really good at trying a bunch of stuff with the latest models, figuring out what is now possible before your competition does, before a startup comes and eats your lunch. >> You've got to try to create a space where weird things can grow. If you look at the history of a large company who starts a lab, the lab is usually ineffective and fizzles out after about 3 to four years. You can't just nestle this under an existing business unit. It [music] has to have its own kind of independence. >> You've seen more i…

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