【英伟达NVIDIA】2025年金融服务行业AI现状与趋势报告_12页_1mb

State of AI in Financial Services: 2025 Trends Summary
The 2025 survey report highlights generative AI as a pivotal technology in financial services, with over 50% of respondents using or assessing it, up from 40% in 2024. Financial institutions are prioritizing strategic AI deployment, focusing on high-value use cases like customer experience, cybersecurity, and document processing. Data analytics remains the top workload, while generative AI grows rapidly, driven by its ability to enhance automation and generate synthetic data for testing without compromising sensitive info.

AI investments are accelerating, with 98% of management planning to boost spending on infrastructure in 2025. Companies are building AI factories using accelerated computing to improve operational efficiency and model accuracy. Generative AI agents are now deployed for tasks such as trading optimization, report generation, and compliance, with cybersecurity seeing the most significant YoY growth, particularly in countering spear phishing and supply chain attacks.

ROI from AI is evident, with 25% of respondents reporting the highest returns from trading and portfolio optimization, and 21% for customer engagement. Over 70% of respondents noted AI driving revenue growth, while more than 60% saw cost reductions. ESG initiatives transition from pilot to production, reflecting AI’s integration into sustainable finance.

Challenges like data issues and budget constraints are declining, indicating mature AI adoption. Energy-efficient computing becomes a priority, with GPUs outperforming CPUs in speed and efficiency for tasks like options pricing. Trustworthy AI frameworks are gaining traction, with 36% of companies launching governance pilots.

Looking ahead, agentic AI—autonomous systems solving complex problems—is expected to revolutionize areas like fraud detection and investment analysis. Financial institutions are leveraging AI not just for cost savings but as a catalyst for innovation and competitive advantage, aligning with 60% of executives acknowledging AI’s strategic value. NVIDIA’s tools and partnerships aim to streamline AI adoption, emphasizing scalable, secure, and ethical implementations.