Lenny's PodcastProduct lessons from Waymo | Shweta Shrivastava (Waymo, Amazon, Cisco)
At a glance
WHAT IT’S REALLY ABOUT
Waymo’s Product Playbook: Safety, Trust, and Long-Game Autonomy Strategy
- Shweta Shrivastava, Senior Director of Product at Waymo, explains how Waymo builds, validates, and scales fully autonomous ride-hailing, and how this differs from traditional software and driver-assist systems. She dives into how the team encodes human-like “body language” into cars, balances extreme safety with practical progress, and measures performance against human driving. Beyond Waymo, she shares broad product lessons from Amazon, Cisco, and startups, emphasizing working backwards from customer problems, self-disruption, and disciplined focus. She closes with career advice for PMs on listening, challenging assumptions, and optimizing for impact rather than promotions.
IDEAS WORTH REMEMBERING
5 ideasDesign autonomous cars to feel human-like but safer than humans.
Waymo trains deep learning models on good human driving data (while discarding bad behavior) so the car can interpret intent (e.g., body orientation of pedestrians, gestures, social norms at intersections) and drive in ways that feel natural, not robotic.
Trust is a holistic product outcome, not a single feature.
Trust comes from many small design choices: cautious yet smooth driving, obeying speed limits but slowing more on steep downhills, giving riders visibility into what the car sees, and providing rider support that can intervene or assist when needed.
Safety reshapes the concept of MVP in hard-tech products.
In autonomous driving, you cannot “ship fast and break things”; the minimum viable product must clear a very high safety bar before public deployment, even though you still aspire to iterative improvement in the real world.
Measure autonomy against human driving, not in isolation.
Waymo benchmarks itself against human drivers on metrics like collisions per 100,000 miles, undue slowdowns, stranding events, rescue interventions, and how much it slows surrounding traffic, with the goal of being clearly safer and sufficiently assertive.
Commercial progress is as critical as technical progress for continued investment.
To maintain long-term backing from Alphabet and other investors, Waymo focuses on demonstrable milestones: paid public services in Phoenix and San Francisco, trip growth, user funnels, and operating costs—not just technical demos.
WORDS WORTH SAVING
5 quotesIt has to feel very human-like but in a good way—safer than human driving, but not unnatural.
— Shweta Shrivastava
The concept of MVP has a whole new meaning here at Waymo because we can’t really cut corners on safety.
— Shweta Shrivastava
You need to disrupt yourself before somebody else does, because it’s going to happen. It’s inevitable.
— Shweta Shrivastava
If you’re not proactively trying to challenge your own assumptions, then I think you might not be listening well.
— Shweta Shrivastava
The way to get promoted is to not want it too badly. Focus on impact and doing what’s right for the business.
— Shweta Shrivastava
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