Jason Droege

CEO of Scale AI (2024–present); succeeded Alex Wang following Meta’s $14B investment for 49% non-voting stake. Previously at Uber for ~6 years, where he co-founded and led Uber Eats from inception to $20B run rate in 4.5 years; Uber Eats became a critical business during COVID-19 when ride-sharing volumes collapsed. Also co-founded Scour (UCLA, 1997) — peer-to-peer multimedia file-sharing, eventually sued for $250B+ and settled for $1M, alongside Travis Kalanick before Uber. In between, built hardware products including tasers, body cameras, and drones at Axon.

Scale AI was founded by Alex Wang in 2016; provides training data and evaluation services to AI labs and enterprise customers. Two major business lines, each with hundreds of millions in revenue: (1) data supply to model builders; (2) AI applications and solutions for healthcare, insurance, and government customers. Scale pioneered the shift from generalist data labelling to expert-level annotation (PhDs, professional engineers, domain specialists).

Known for: the “not losing is a precursor to winning” philosophy; gross margin as a rapid business-quality filter; the “insight test” for founding decisions; organism-theory of team-building (complementary strengths, not credential accumulation); the McDonald’s Uber Eats story (initial refusal → exclusive global partnership); insight that enterprise AI adoption requires 6–12 months to move from POC to production.

Episodes in this wiki

• Jason Droege on Scale AI, Uber Eats, and the Hard Work of Training AI — Lenny’s Podcast