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Traditional consumer lenders, like banks and credit unions, have historically served segments of the population they can conduct robust risk assessments on.
But the data they collect from these groups is limited and typically impossible to analyze in real time, preventing them from confirming the accuracy of their assessments. This restricts the demographic segments they can safely serve, and creates an inconvenient experience for potential borrowers.
This has hobbled legacy lenders at a time when alternative lending firms — which pride themselves on precision risk assessment and financial inclusion — are taking off. These rivals are starting to break into a huge untapped borrower market — some 64 million US consumers don’t have a conventional FICO score, and 10 million of those are prime or near-prime consumers.
Incumbents can get in on the game by tapping into new developments in the credit scoring space, like psychometric scoring, which use data besides borrowing history to measure creditworthiness, and by integrating new technologies, like artificial intelligence (AI), to improve the accuracy of conventional risk assessment methods. There are still risks attached to these cutting-edge methods and technologies, but if incumbent lenders are aware of them, and take steps to mitigate them, the payoff from implementing these new tools can be huge.
In a new report, Business Insider Intelligence looks at the drivers encouraging incumbent lenders to consider adopting new credit scoring methods or innovative technologies that make the lending process more seamless. It also outlines what incumbents stand to gain from adopting alt scoring, the types of models on the market to choose from, the risks still appended to onboarding them, and recommendations on how to mitigate them to add real value to legacy lenders’ businesses.
Here are some of the key takeaways from the report:
In full, the report:
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