Evaluating only Konfío’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
FUNDING
Raises $110M at $1.2B valuation. Mexico's SME lending leader.
LAYOFF
30% of workforce laid off. NPLs above model predictions. Some verticals exited.
Full Analysis
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Documented cause
Konfío became Mexico's SME lending unicorn at $1.2B, using alternative data to underwrite loans for small businesses underserved by traditional banks. Post-COVID economic stress elevated non-performing loans (NPLs) beyond models, while rising rates compressed net interest margins. The company laid off 30% of its workforce in 2022 and exited some lending verticals. The challenge of underwriting Mexican SMEs at scale — businesses without formal financial records — proved harder than the underwriting models suggested.
Lesson
“Alternative data underwriting for Mexican SMEs works in economic expansion. The models are trained on data from good times. The test is always a recession, and the models never saw one.”
Failure anatomy
Collapse type
Mass Layoff Spiral
📉 MEDIUM
Hype cycle
Fintech Boom
Moat type
Data
Fatal mistake
Unit Economics
Research tags
MexicoFintechSME LendingUnicornNPLs
FAQ
Why did Konfío struggle?
Konfío, Mexico's SME lending unicorn at $1.2B, laid off 30% of staff in 2022 as post-COVID economic stress elevated non-performing loans beyond its underwriting models and rising rates compressed margins.