In 2025, financial services are shifting from AI experimentation to practical, ROI-focused deployment. Firms are investing in strong data foundations to unlock unstructured data, improve operations, and create domain-specific AI applications. Trends include increased data sharing, interoperability, and using AI for behind-the-scenes efficiencies like semantic modeling. Snowflake’s AI Data Cloud enables secure, scalable data collaboration across clouds, supporting regulatory compliance and faster innovation. As generative AI becomes central to enterprise tech stacks, unified data governance and integrated platforms will be critical for success, driving better decisions and competitive advantage.

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