No longer content with buying AI tools, banks are moving to co-build and invest in AI startups. As partnerships deepen and automation reshapes banking jobs, are financial institutions rewriting the playbook for enterprise innovation?

Bankers’ Logic: Across the 50 largest global banks, investments in AI companies have grown at a 21% CAGR since 2023. But why? Financial workflows demand more than a standard software. Banks need systems adapted to their compliance requirements, risks and internal data. An investment or co-development arrangement gives them greater influence over product architecture and roadmap.

The Desi Model: Back home, financial institutions are actively backing domain-specific AI platforms. HDFC Bank and Canara Bank have invested in AI startup CoRover, while IDFC FIRST Bank’s partnership with Sarvam aims to develop a “self-improving bank” via frontier research and AI safety. Meanwhile, Bajaj Finance has set aside ₹1,500 Cr to back AI platforms.

Axis Bank and Kotak Mahindra Bank are also collaborating directly with specialised voice AI startups to build niche operational workflows that are difficult to replicate in-house.

Win-Win For All: Banks bring more than capital. They offer access to proprietary data, large customer bases, operational feedback and regulated environments in which AI systems can be tested. For startups, these assets can accelerate product development while providing credibility that is difficult to establish through conventional enterprise sales.

The Human Layer: The AI transition within banks is also changing the workforce. Axis Bank reduced its workforce by 3,100 employees in FY26, while other lenders have linked AI-related investments to productivity improvements and slower headcount growth.

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