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

Every company must adopt a "labs" mindset to remain competitive in the rapidly evolving AI landscape, where technological capabilities shift weekly. Innovation rarely stems from formal design sprints; instead, it emerges from curiosity, side projects, and constant experimentation at the frontier. Product-market fit is identified through qualitative signals—such as genuine user excitement—rather than relying solely on quantitative metrics. Building effective labs teams requires independence from existing business units and a culture that prioritizes "unlearning rates" and "explosive endurance" over rigid planning. Josh Woodward, Head of Google Labs, emphasizes that the future of AI lies in moving beyond model benchmarks toward building bespoke, user-centric experiences that solve real-world problems. By fostering an environment where teams can create "good trouble" and pivot quickly, organizations can successfully navigate the transition from zero-to-one experimentation to large-scale product deployment.