Evaluating only FinWise’s profile at its peak — without knowing the outcome — the model ranked Competition as the #1 likely cause. That’s exactly how it died.
Key Events Timeline
FOUNDING
FUNDING
CRISIS
SHUTDOWN
Full Analysis
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Documented cause
FinWise built an alternative credit scoring and bureau data enrichment API for Brazilian fintechs, lenders, and banks — helping them assess credit risk for thin-file borrowers using open finance data, utility payments, and behavioral signals. The platform had 30+ B2B clients processing 200,000 credit assessments monthly. Serasa Experian launched its Serasa eCred API in 2020 with enriched CPF-linked alternative data that FinWise could not replicate without bureau relationships, followed by Quod in 2021. Both incumbents offered better data coverage at lower per-query prices, leveraging their existing credit infrastructure. FinWise's differentiation eroded rapidly.
Lesson
“Validate that your alternative credit model beats bureau models by >15% on default prediction before building a business on it. Marginal improvement in credit scoring is not a business — it is a feature that the bureau will build for free.”