How 80,000 companies build with AI: Products as organisms and the death of org charts | Asha Sharma
Handles a billion items updating 3,000 times every minute and won on reliability and scale. It has 600,000 shoppers, and Sharma was formerly its COO.

A grocery delivery app with shoppers fulfilling orders.
Handles a billion items updating 3,000 times every minute and won on reliability and scale. It has 600,000 shoppers, and Sharma was formerly its COO.
Turley was a product leader there during the pandemic, where he learned to hustle after earlier taking his sweet time.
Instacart signed up for Stripe with a Gmail address and went on to deliver food during Covid, showing nobody knows what a small founder will build.
Bangaly was VP of Product there and calls it his worst job fit, since his systems vision clashed with the company's operations needs. Reordering took seven or eight clicks though 90% of an order repeats after five orders, and the real job was Taco Tuesday.
Tips
Used monthly active orders as its North Star, rallying 300-plus growth people around it, with finance translating team metrics like app load time into that unit. Activation was three orders in the first month, and it kept a permanent ad holdout and built its own A/B testing tools.
Tips
It famously lost money on every order early on. It fits convenience stores better than traditional retail, because both are high frequency and speed matters.
Tips
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