Evaluating only Driveway Finance’s profile at its peak — without knowing the outcome — the model ranked Unit economics as the #1 likely cause. That’s exactly how it died.
Key Events Timeline
FOUNDING
Lithia Motors launched Driveway Finance as its captive auto lender to support Driveway.com online car sales.
FUNDING
Lithia committed over $100M to scale Driveway Finance, targeting $5B in annual loan originations by 2025.
REGULATORY ACTION
Industry subprime auto loan delinquency rates hit 6.1% in Q1 2023, triggering large provisions against Driveway Finance portfolio.
SHUTDOWN
Lithia CEO Bryan DeBoer announced winding down Driveway Finance, taking a $235M write-down and returning to third-party lenders.
Full Analysis
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Documented cause
Driveway Finance was Lithia Motors' in-house auto lending arm launched in 2020 to capture financing margin from Driveway.com's online used car sales. Lithia invested $100M+ to build the captive lender. By 2023, rising default rates on subprime auto loans — delinquencies hit 6.1% industry-wide by Q1 2023 — forced Lithia to write down significant loan portfolios. Lithia CEO Bryan DeBoer announced winding down Driveway Finance in August 2023, taking a $235M write-down and pivoting back to third-party lenders.
Lesson
“Auto retailers building captive lending must price subprime credit risk conservatively or face catastrophic write-downs.”