Evaluating only Avinew’s profile at its peak — without knowing the outcome — the model ranked Unit economics as the #1 likely cause. Documented cause: Market timing.
Key Events Timeline
FOUNDING
Anne Marie Donahue founds Avinew in San Francisco to underwrite autonomous vehicle insurance using ADAS data.
FUNDING
Raises $8.5M from American Family Ventures and other investors; signs pilot with two regional carriers.
PRODUCT LAUNCH
Launches premium discount product for Tesla and Volvo ADAS-equipped vehicles in three US states.
SHUTDOWN
Series A fundraise fails; AV adoption slower than forecast; operations cease after runway exhausted.
Full Analysis
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Documented cause
Avinew, a San Francisco-based insurtech founded by Anne Marie Donahue in 2018, built telematics-based auto insurance specifically priced for autonomous and semi-autonomous vehicles, arguing ADAS features should lower premiums. The company raised $8.5M from investors including American Family Ventures. The core thesis required autonomous vehicle adoption to accelerate rapidly, which did not happen. ADAS-equipped vehicles still had significant claims from non-AV scenarios. By 2021 the company ran out of runway after failing to secure Series A funding and quietly shut down.
Lesson
“Never build an insurtech whose core thesis depends on a technology adoption curve you cannot control or accurately forecast.”