Deserve

Deserve

Kalpesh Kapadia launched Deserve in 2013 with a founding thesis that traditional credit scores exclude millions of creditworthy applicants. The company originally operated as a direct-to-consumer issuer of credit cards for college students and immigrants, using alternative data — such as income, employment, and cash flow — rather than a legacy FICO threshold. Early institutional backers included Goldman Sachs, Sallie Mae, and Accel. The firm's strategy evolved into an enterprise software model known as card-as-a-service. Deserve provides a digital-first, API-based platform that allows banks, credit unions, and brands to issue and manage their own co-branded credit-card programs. The platform covers full lifecycle management, from origination and underwriting to servicing and compliance, with a machine-learning engine at its core. Confirmed clients and partners include MSU Federal Credit Union and the payment network Mastercard. Deserve's deployment is concentrated in the United States, though the platform's cloud-based architecture supports scaling to international markets. Deserve grew to approximately 103 professionals by 2021, primarily based in Palo Alto, with an additional presence in Latin America for technological development. Kapadia serves as CEO, having previously co-founded self-service mobile-ad platform Velti. In late 2022, the company was acquired by the payments platform Zeta in a cash-and-stock deal that folded Deserve's card-issuing infrastructure into Zeta's modern banking stack, a transaction that reset the competitive landscape for banking-as-a-service providers. Deserve's structural differentiator was not its final product but the underwriting engine at its foundation. The company built and trained a proprietary machine-learning model that could price risk for customers with no FICO score at all, generating a performance track record that attracted large bank partnerships. Unlike many FinTech lenders that competed purely on user experience, Deserve's real asset was a credit-decisioning system that incumbent banks could adopt without abandoning their own balance sheets.