Thin-file profile
Someone whose bureau record is thin or absent — not because their risk is high, but because they have never borrowed formally enough to generate one.
87% pricing accuracy even with no prior credit history.
An empty bureau file is often read as risk. Most of the time it is simply silence: young people entering the market, informal workers, gig drivers, recent immigrants. None of those groups is inherently a worse payer; they just left no trace where the market habitually looks.
Treating silence as risk costs twice at once: you decline good applicants, and within the declined group you still cannot tell who is actually dangerous.
Behavioral signal resolves this because it does not depend on prior credit — mobility, stability and ties exist whether or not someone has financed anything before. That is what allows 87% pricing accuracy on a profile the bureau cannot describe.