Key Takeaways
- • Wells Fargo, Citigroup, and Goldman Sachs lead U.S. banking sector in AI venture capital investments, topping the leaderboard for AI deal volume according to Evident Insights' AI Ventures Tracker report released in February 2026.
- • AI-specific venture investments from banks grew at a 21% compound annual growth rate from 2023 to 2025, significantly outpacing general tech venture deals which grew at 8% annually, demonstrating accelerating strategic focus on AI deployment.
- • 50 global banks executed 199 total tech venture investments in 2025, with concentration in platforms, financial technology, software-as-a-service, and cybersecurity sectors aligned with operational scaling and infrastructure buildout objectives.
- • Conquest Planning emerged as a top AI deal of 2025, backed by Citi Ventures, Goldman Sachs Growth Equity, and BNY Mellon, leveraging agentic AI for enterprise financial planning and advisory services with long-term automation potential.
- • U.S. banks dominate AI venture activity with six of the 10 most active banks in AI venture capital headquartered domestically, reflecting competitive pressure to incorporate generative AI into trading, operations, and back-office functions while defending against emerging AI-related threats.
Summary
The financial services industry is accelerating venture capital deployment into artificial intelligence at a pace substantially exceeding broader technology investments. According to Evident Insights' AI Ventures Tracker report released in February 2026, Wells Fargo, Citigroup, and Goldman Sachs have emerged as the leading U.S. banks by AI venture investment volume, commanding the top positions in banking sector AI deal activity. The research tracked 50 global banks that collectively executed 199 technology venture investments during 2025.
The divergence between AI and general tech investment activity underscores the sector's strategic prioritization. AI-specific venture investments from banking institutions grew at a 21% compound annual growth rate between 2023 and 2025, substantially outpacing the 8% annual growth rate for general technology venture deals across the same period. This acceleration reflects institutional recognition that AI capabilities are essential infrastructure for competitive positioning, operational efficiency, and risk mitigation in modern financial services.
Investment targets cluster around platforms, financial technology applications, software-as-a-service solutions, and cybersecurity—categories directly supporting banks' efforts to integrate AI into mission-critical functions. Conquest Planning exemplified this strategic focus as one of 2025's marquee AI deals, securing backing from Citi Ventures, Goldman Sachs Growth Equity, and BNY Mellon. The enterprise platform provider uses AI to analyze customer financial information and generate personalized planning recommendations, with longer-term applicability for agentic AI deployment that autonomously executes financial actions based on algorithmic guidance.
Six of the 10 most active banks in AI venture capital are U.S.-based, indicating concentrated domestic competitive intensity. Bank executives faced heightened investor scrutiny during 2025 earnings cycles regarding returns on massive technology spending—JPMorgan Chase maintains an annual technology budget of nearly $20 billion, while Bank of America allocated approximately $13 billion in 2025 and plans 10% incremental growth for 2026. These investments reflect both defensive positioning to avoid technological obsolescence and offensive strategies to reshape workflows, enhance productivity gains, and establish foundational infrastructure capable of scaling generative AI across enterprise operations.
The divergence between AI and general tech investment activity underscores the sector's strategic prioritization. AI-specific venture investments from banking institutions grew at a 21% compound annual growth rate between 2023 and 2025, substantially outpacing the 8% annual growth rate for general technology venture deals across the same period. This acceleration reflects institutional recognition that AI capabilities are essential infrastructure for competitive positioning, operational efficiency, and risk mitigation in modern financial services.
Investment targets cluster around platforms, financial technology applications, software-as-a-service solutions, and cybersecurity—categories directly supporting banks' efforts to integrate AI into mission-critical functions. Conquest Planning exemplified this strategic focus as one of 2025's marquee AI deals, securing backing from Citi Ventures, Goldman Sachs Growth Equity, and BNY Mellon. The enterprise platform provider uses AI to analyze customer financial information and generate personalized planning recommendations, with longer-term applicability for agentic AI deployment that autonomously executes financial actions based on algorithmic guidance.
Six of the 10 most active banks in AI venture capital are U.S.-based, indicating concentrated domestic competitive intensity. Bank executives faced heightened investor scrutiny during 2025 earnings cycles regarding returns on massive technology spending—JPMorgan Chase maintains an annual technology budget of nearly $20 billion, while Bank of America allocated approximately $13 billion in 2025 and plans 10% incremental growth for 2026. These investments reflect both defensive positioning to avoid technological obsolescence and offensive strategies to reshape workflows, enhance productivity gains, and establish foundational infrastructure capable of scaling generative AI across enterprise operations.
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