Upstart wins OCC approval for first AI-powered national bank charter

Upstart's conditional OCC approval marks the first national bank charter built entirely on AI-powered underwriting.

Upstart Holdings Inc. received conditional approval from the Office of the Comptroller of the Currency to establish Upstart Bank, N.A., becoming the first nationally chartered bank built from the ground up with AI underwriting.

"Conditional approval from the OCC is an important milestone for Upstart Bank and we will continue to work with the OCC, the FDIC, and the Federal Reserve on the remaining steps," said Paul Gu, Upstart's co-founder and chief executive officer.

The charter, applied for in March 2026, would allow Upstart to originate loans nationwide and accept FDIC-insured deposits from its Delaware base without physical branches. More than 100 banks and credit unions already use Upstart's AI models to approve borrowers, with over 90 percent of loans processed without human intervention. The company's platform covers personal loans, automotive loans, home equity lines of credit, and its Cash Line revolving credit product.

The approval signals regulatory validation of AI-driven credit scoring, a model that has faced scrutiny over algorithmic fairness. Upstart's applications to the FDIC for deposit insurance and to the Federal Reserve for bank holding company status remain pending, with operations not expected to begin until all conditions are satisfied, including capitalization, governance, and operational readiness requirements customary for de novo national bank charters.

Upstart's model differs from traditional lenders such as JPMorgan Chase and Wells Fargo, which rely on FICO scores as their primary underwriting input. Upstart uses machine learning to evaluate thousands of data points — including education, employment history, and loan purpose — to predict default risk. The company has said its model approves 27 percent more borrowers than traditional credit scoring at the same loss rate, though critics have raised concerns about potential bias in algorithmic lending.

The charter is designed to reduce operational, regulatory, and financial complexity for Upstart and its third-party capital partners. Banks, credit unions, and institutional credit funds are expected to continue purchasing the vast majority of loans originated on the platform, with Upstart Bank intended to complement rather than replace those funding partnerships. The company was advised by Klaros Group on its de novo charter application.

For investors, the OCC approval removes a key regulatory overhang that has weighed on Upstart shares since the company went public in 2020. A national bank charter gives Upstart direct access to deposit funding, potentially lowering its cost of capital and improving margin structure over time. The company's ability to hold loans on its own balance sheet also reduces dependence on third-party bank partners, whose willingness to fund loans can shift with the economic cycle. Upstart trades as a high-growth fintech rather than a traditional bank multiple, and the charter could narrow that valuation gap if it delivers on promised cost savings.

This article is for informational purposes only and does not constitute investment advice.