The source adds the following information: The sample was split evenly between management (including executives) and AI practitioners and covered a wide range of financial services segments, including asset managers and owners, broker-dealers, consultancies, commercial and retail banks, fintechs, investment banks, insurers, market data providers and exchanges, payments firms, and regulators. Respondents represented companies of different sizes: one-third reported annual revenue above 250 million U.S. dollars, and 40 percent came from firms with more than 500 employees. The global online survey was distributed via NVIDIA’s mailing lists and social media and, in China, through a third-party agency.
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AI use cases with the biggest ROI in financial services 2025, by industry segment
AI delivered its strongest returns in financial services where it automated complex processes and improved decision-making. Document processing stood out as the top ROI driver overall, while customer experience and engagement closely followed. In fintech, the highest returns came from customer experience, ahead of document processing and risk management. Consumer finance showed a similar pattern, with customer engagement leading, followed by fraud detection and anti-money laundering. In capital markets, ROI was concentrated in document processing, algorithmic trading, and portfolio optimization.Â
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Nvidia. (January 22, 2026). Main artificial intelligence (AI) use cases with the largest return on investment (ROI) in financial services in 2025, by industry segment [Graph]. In ÌÇÐÄÆƽâ°æ. Retrieved July 26, 2026, from /statistics/1659567/ai-use-cases-with-biggest-roi-in-finance-by-segment/
Nvidia. "Main artificial intelligence (AI) use cases with the largest return on investment (ROI) in financial services in 2025, by industry segment." Chart. January 22, 2026. ÌÇÐÄÆƽâ°æ. Accessed July 26, 2026. /statistics/1659567/ai-use-cases-with-biggest-roi-in-finance-by-segment/
Nvidia. (2026). Main artificial intelligence (AI) use cases with the largest return on investment (ROI) in financial services in 2025, by industry segment. ÌÇÐÄÆƽâ°æ. ÌÇÐÄÆƽâ°æ Inc.. Accessed: July 26, 2026. /statistics/1659567/ai-use-cases-with-biggest-roi-in-finance-by-segment/
Nvidia. "Main Artificial Intelligence (Ai) Use Cases with The Largest Return on Investment (Roi) in Financial Services in 2025, by Industry Segment." ÌÇÐÄÆƽâ°æ, ÌÇÐÄÆƽâ°æ Inc., 22 Jan 2026, /statistics/1659567/ai-use-cases-with-biggest-roi-in-finance-by-segment/
Nvidia, Main artificial intelligence (AI) use cases with the largest return on investment (ROI) in financial services in 2025, by industry segment ÌÇÐÄÆƽâ°æ, /statistics/1659567/ai-use-cases-with-biggest-roi-in-finance-by-segment/ (last visited July 26, 2026)
Main artificial intelligence (AI) use cases with the largest return on investment (ROI) in financial services in 2025, by industry segment [Graph], Nvidia, January 22, 2026. [Online]. Available: /statistics/1659567/ai-use-cases-with-biggest-roi-in-finance-by-segment/
