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Mortgage lenders plan for multi-model credit scoring workflows

The shift from a single credit model to multiple models aims to keep pricing, underwriting, compliance, and post-lock decisions aligned across the loan lifecycle.

Reported · Written up by our desk · Mortgages

HousingWire reports that mortgage lenders are moving away from a single credit scoring model and toward a multi-model environment, which changes how risk and affordability are evaluated throughout a loan’s life.

The outlet says lenders should ask their technology partners four implementation questions to ensure departments and systems use the same “lens” at each decision point, including price discovery, lock and post-lock processing, and related downstream activities.

HousingWire notes that in a dual-score environment, lenders may end up evaluating different scoring model outputs when determining competitive rates, including potential basis-point reductions in loan-level pricing adjustments if the models place a borrower into different pricing categories.

The report adds that not all borrowers would see pricing changes, since those whose scores remain in the same pricing bucket across models may receive little or no economic benefit, making the cost versus potential savings a key consideration for lenders.

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