The strategic collaboration will accelerate enterprise adoption of machine learning in financial services, potentially cutting billions in losses for banks and broadening access to credit for tens of millions of people
ZestFinance announced a strategic collaboration with Microsoft to deploy Zest’s machine learning (ML) software tools directly on Microsoft Azure and Machine Learning Server platforms to deliver the first fully explainable artificial intelligence (AI) solution for highly regulated industries, starting with the financial sector. Banks and lenders that have been eager to put more profitable ML models to work no longer have to be held back by concerns over ML’s historic lack of transparency.
Financial institutions will now be able to use Zest’s ZAML suite of tools to build, deploy, and monitor explainable ML credit models on Azure and Machine Learning Server. The collaboration combines the intelligent capabilities of Microsoft’s technology with Zest’s deep focus on explainable ML. Zest has spent the last 10 years building comprehensive and thoughtful software tools that help lenders run powerful ML credit models with full transparency and compliance.
Close to 40 million Americans struggle to obtain credit because the simple models that lenders rely on dismiss applicants with little to no history on file. ML credit models use more data and better math to spot worthy borrowers that legacy models overlook. By safely tapping into new customers and re-scoring risk across the credit spectrum, Zest customers see an immediate impact, increasing approval rates by 15% or cutting credit losses by 30%, on average. ML will have an immediate financial impact: lenders in the U.S. currently lose $750 billion in credit charge-offs each year.
“Microsoft has built amazing ML services for the enterprise that enable IT organizations to manage and scale their infrastructure easily to meet diverse business needs,” says Douglas Merrill, CEO and founder of ZestFinance. “With Zest explainability, businesses can start using Microsoft’s ML platforms more broadly for high-stakes use cases that demand transparency and auditability.”
“Microsoft supports ZestFinance’s ambition to help the financial services industry make better borrowing decisions and equitably help grow our communities,” says Toni Townes-Whitley, president, U.S. Regulated Industries, Microsoft. “With solutions powered by Microsoft technology, the future of AI and the growth of financial services can be much more inclusive, underscored by Microsoft’s investments in security, privacy, and regulatory compliance.”