Maximum Emerges From Stealth With $30M to Replace Legacy Core Banking Systems With AI

Maximum Secures $30 Million to Transform Core Banking

Core banking startup Maximum has emerged from stealth with a $30 million seed round led by CRV, signaling a major push to replace legacy banking infrastructure with an AI-native operating system1

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. Founded by Randy Fernando, a three-time fintech entrepreneur who previously sold Vault to Acorns in 2017 and Power to Marqeta in 2023, Maximum aims to address a critical gap in the banking sector where over 70% of nearly 5,000 US banks still rely on core systems built in the last century1

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The AI Banking Infrastructure Challenge

The current state of core banking technology presents a foundational shift in banking technology that Maximum seeks to address. Legacy platforms were built long before mobile banking, real-time payments, digital currencies, or AI existed, leaving many banks constrained by outdated systems that make innovation slow, expensive, and operationally complex1

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. According to Fernando, banks cannot keep pace with AI advancements by relying on legacy providers, creating an urgent need for next-generation banking solutions2

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AI-Powered Banking Platform Capabilities

Maximum has designed a real-time platform with AI powering the system at a foundational level, enabling banks to build and deploy custom agents for workflow automation of complex operational tasks1

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. The AI-powered banking platform provides banks with ultimate control, powerful agentic AI capabilities, and AI-driven tools to deliver innovative financial products while gaining real-time visibility into customer activity2

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. The platform also addresses risk management concerns at a time when AI is exposing new vulnerabilities to the banking industry2

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Market Traction and Future Plans

Maximum has already attracted strong interest from larger community and regional banks, though Fernando plans to work with banks of all sizes over time1

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. The team comprises operators who helped build Fernando's previous companies, while investors who funded those earlier ventures are backing the new startup2

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. With the new funding, Maximum will accelerate product development, expand its engineering and operations teams, and support bank implementations with existing customers2

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Industry Context and Investor Perspective

Caitlin Bolnick Rellas, general partner at CRV, emphasized that banking technology has reached a point where incremental improvements are no longer sufficient. "Randy has repeatedly identified foundational shifts before the broader market, and we're excited to back him for a second time as Maximum builds what we believe will become the operating system for the next-generation banking," Bolnick Rellas stated1

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. This perspective aligns with findings from PYMNTS Intelligence, which reported that financial services firms are going all in on AI, deeply embedding the technology into tasks such as credit scoring and sales forecasting2

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