Fintech SaaS startup RevRag.AI has raised $2.5 million in a seed funding round led by Accion Ventures to accelerate product development and expand into the US market, according to inc42.com. Other investors include Cedar Hill Ventures, Wyser, and Venture Catalysts. The startup focuses on building autonomous AI relationship managers for lenders and insurers to streamline onboarding and sales processes.
Founded in 2023 by Ashutosh Singh, Neeraj Gupta, and Pankaj Gupta, RevRag.AI initially operated as a savings-oriented fintech platform. The founders pivoted in early 2025 to a SaaS model after identifying inefficiencies in customer onboarding, such as repetitive data entry and multiple verifications. The platform currently relies on third-party proprietary models but plans to develop its own multimodal small language models to bring technology layers in-house, Singh told inc42.com.
The funding round underscores the startup’s strategy to target the US financial services market, which includes insurance, credit cards, and loans, where competition in this AI-driven category remains limited. RevRag.AI’s approach addresses a critical pain point in fintech and banking by automating cumbersome onboarding tasks, a challenge that many fintech firms face despite having advanced user interfaces and fast transaction systems.
RevRag.AI aims to use the $2.5 million seed funding to expedite product development and expand its presence in the US market. The company’s next steps include investing in proprietary AI models to enhance its platform’s capabilities, as stated by CEO Ashutosh Singh in the inc42.com interview.