Dremio

Your risk team deserves better than manual reconciliation. See how financial firms hit regulatory deadlines automatically, with a full audit trail.

Fraud ops waiting weeks for data is a liability. See how leading financial firms unify transaction, KYC, and AML data in real time, no ETL required.

60% of agentic analytics projects will fail by 2028. Gartner predicts this not because agents can't reach the data, but because they have no shared context for what it means. I feel this one in my own work. Ask an agent to pull Q1 pipeline and it assumes January when our fiscal year starts February 1. Ask about website conversion rate and you'll get sessions-to-form-fills, not the funnel we actually track. ACV, TCV, ARR: three different numbers, three different stories, and an agent with no business context will pick one randomly without flagging it. Those definitions and metrics live in people's heads, in Slack threads, in onboarding docs that are out of date. Your agent can't find them because they work with what's right in front of them. And if they aren't provided context, they just guess, leaving you with answers you can't trust. The whole point of using AI isn't to report numbers, it's to tell you what to do next. And if you can't trust the basics, you're not going to stake a decision on it. The organizations getting it right aren't the ones with the biggest AI budgets. They're the ones who built the foundation first, and a semantic layer is a critical component of that. Dremio was named a Representative Vendor in the 2026 Gartner Market Guide for Agentic Analytics. We wrote up what the recognition means and what it's telling data leaders about where this market is headed. https://bit.ly/4wx4B0g

The analytics backlog never clears because the model is broken. Knowledge workers shouldn't need to wait weeks for a simple answer.

Your fraud models are only as good as your data. Dremio federates transaction, AML, and KYC data in real time, no pipeline required.

Basel. FRTB. IFRS 9. Your regulators can’t wait and neither should your data. See how the Agentic Lakehouse powers modern risk reporting.