Introducing Credit Decision API
Jeff Keltner
Helping everyone better understand and take advantage of the latest developments in AI.
Throughout my conversations with banks over the last few years, many are very interested in the capability of Upstart's AI-powered risk modeling to help them improve credit decisioning across many different consumer lending offerings. That's something we are eager to support as well, and we've been hard at work (from home, of course), to make that possible.
Today, we are excited to announce a significant step forward in our journey to help banks unlock the power of AI. Today, we’re announcing Credit Decision API, a simple, easy-to-integrate service that enables instant credit decisions for auto loans, personal loans, and student loans, with potentially higher approval rates and lower loss rates. Let me tell you how we got here and why it’s so exciting.
We learned about this opportunity from you.
In the past year, our Lending as a Service platform for personal loans has grown tremendously, helping our bank partners leverage AI to increase growth, manage risk, and delight customers. Along this journey, we’ve heard two recurring themes from banks with whom we’ve met:
- An end-to-end platform is a perfect tool to launch a new lending program or modernize one that’s outdated. But some banks have already invested in a digital experience and aren’t looking to replace it.
- While there’s a lot of opportunity in personal loans, banks want to leverage the benefits of AI in other lending programs, such as auto, student loans, and more.
And we’re quick learners. Based on this feedback, we created the Credit Decision API. Here’s how it works:
You’re in control
Credit Decision API allows you to enhance your current decisioning process with the power of AI, but while maintaining complete control. You configure your credit policy across more than 15 different criteria (e.g. minimum credit score, maximum DTI, maximum interest rate, loan size, and many more).
Once an applicant meets your credit policy, that’s when the AI kicks in. Upstart’s AI model predicts the probability of default for each individual applicant for each month of the loan. This calculation uses Upstart’s modeling prowess, incorporating more than 1,500 variables trained on more than 550,000 loans and more than 7 million repayment events. That’s more than 10 billion data points leveraged to assess the potential performance of each loan.
Once you know the probability of default, the API used your price target for each risk grade to determine the borrower’s APR. You deliver the right decision at the right price, tailored to meet your credit policy and risk appetite.
It’s plug-and-play
Credit Decision API is a simple, secure REST API that integrates into your existing loan application process (where you call your current decisioning service). You simply pass the API the borrower’s name, address, income, and requested loan amount, and you receive a decision recommendation based on the credit policy and target return you’ve defined. In the event of decline decision, you may opt to receive a PDF of an intuitive bank-branded Adverse Action Notice to provide to the borrower. Decisions are instant and can be made leveraging a soft or hard credit pull, depending on your requirements.
Enhance all your credit decisioning
We know that credit decisioning is core to a bank’s business, so it needs to be right. Our goal at Upstart is to give you complete control over your decisioning, even while bringing state-of-the-art AI to the forefront so you can grow your business, delight your customers, and manage risks associated with lending. Today we’ve announced our support for auto loans, personal loans and student loans, but this is just the beginning. Over time, we aim to unlock the power of AI for all your credit decisioning.
Let us tell you more
Interested? We’d love to tell you more about how Credit Decision API can help you increase growth, manage risk, and delight customers. Because it’s an easy-to-integrate API, it’s simple to run back tests or run side-by-side with your legacy decisioning engine to truly measure the value it can provide. Just send me a message here on LinkedIn and I'll make sure to follow up!
Helping Tech Providers Accelerate Consensus & De-risk Investments
4 年Great article - in recent months we're seeing many banks/FI's evaluating AI capabilities across the value chain with lending being near the top of the list
CEO, Helpjuice & Author of "Knowledge Management: A Theoretical & Practical Guide"
4 年Great work Jeff & your team. This is ground breaking stuff
Director, People Strategy at Oscar Health
4 年LOVE this news, Jeff! Also "This calculation uses Upstart’s modeling prowess, incorporating more than 1,500 variables trained on more than 550,000 loans and more than 7 million repayment events. That’s more than 10 billion data points leveraged to assess the potential performance of each loan." ??. Excited to follow along with this
Dad, Husband, Son, part time DJ, aspiring professional basketball player.
4 年Wow... that's really powerful.
Startup guy with a strong technical background, good product sense and passion for keen execution.
4 年Glad to see this implemented!