Evaluating only Uber ATG’s profile at its peak — without knowing the outcome — the model ranked Unit economics as the #1 likely cause. Documented cause: Regulation.
Key Events Timeline
FOUNDING
Uber launches Advanced Technologies Group in Pittsburgh to develop self-driving cars.
FRAUD EXPOSURE
Self-driving Uber Volvo XC90 kills pedestrian Elaine Herzberg in Tempe, AZ — first autonomous vehicle fatality.
FUNDING
Raises $1B from SoftBank, Toyota and others to continue ATG despite reputational damage.
SHUTDOWN
Uber sells ATG to Aurora Innovation for $4B in stock, ending its self-driving ambitions entirely.
Full Analysis
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Documented cause
Uber Advanced Technologies Group was sold to Aurora Innovation in January 2021 for $4B in stock after burning billions and suffering a fatal self-driving crash in Tempe, Arizona in March 2018 that killed pedestrian Elaine Herzberg. Uber had invested over $2.5B in ATG. The crash triggered regulatory suspension and a criminal investigation into safety culture failures.
Lesson
“Moving fast with autonomous vehicles can kill people — safety culture must lead, not follow, speed.”