Problem Context
The current U.S. credit scoring system faces challenges, with 53 million consumers having no or sparse data and 79 million with FICO® scores below 680. This highlights a gap in assessing creditworthiness, especially for modern financial behavior. Many consumers who regularly pay utilities, streaming services, and phone bills find traditional models disregard these responsible actions. This discrepancy results from a credit evaluation framework that is not aligned with contemporary practices, leading to inequitable credit access. Experian recognizes the need for an approach that includes alternative data sources. By incorporating non-traditional financial behaviors, an opportunity exists to create a more inclusive system that better reflects creditworthiness.