Most financial institutions still treat third-party data as a procurement problem: a vendor contract, a file drop, an integration project measured in months. The firms pulling ahead have changed that mindset. They treat data as a product capability, and increasingly, as the foundation for AI.
That shift is the subject of Snowflake’s new guide, The Ultimate Guide to AI-Ready Data for Financial Services, and Rimes is proud to be featured in it.
Why AI-ready data is different
Clean, structured, and refreshed daily used to be the bar for useful data. It isn’t anymore. As AI moves from siloed point solutions to agentic workflows, systems that research, decide, and act with oversight from analysts, underwriters, and compliance officers, data has to meet a higher standard. It needs to be governed, with lineage and access controls built in. It needs business context an AI system can reason over, not just raw tables. And it needs to be current, not sitting in a batch pipeline delivering yesterday’s insight tomorrow.
The guide lays out what this looks like in practice across six workflows central to financial services: investment research, risk and regulatory reporting, financial crime and AML, insurance underwriting, customer intelligence, and FinOps. In each, the pattern is the same. Firms sourcing live, governed data directly into production are moving in weeks. Firms still stitching together vendor files, rebuilding pipelines, and validating data by hand are measuring the same work in quarters.
Where Rimes fits in
Rimes is recognized in the guide for how we transform market data into decision-grade intelligence, governed, validated, and ready to power the workflows financial institutions depend on. It’s a natural extension of what we’ve built the Intelligence Fabric for Capital Markets to do: give firms a trusted foundation they can act on, not just store.
Get the full guide
If your team is thinking about what AI-ready data actually requires, and where the gaps might be in your current environment, the guide is a strong place to start.
Download The Ultimate Guide to AI-Ready Data for Financial Services.
