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Federated Semantics: The Foundation Enterprise Agentic AI Actually Needs

Most enterprise AI projects fail at the same place. Not the model. Not the infrastructure. The data. Specifically: the AI doesn't understand the data well enough to act on it accurately, and it can't reach most of the data anyway. These two problems compound each other. A model that can only see 30% of your […]

Mark Shainman

From Bottlenecks to Breakthroughs: A Hands-on Intro to Agentic Analytics for the Data Analyst

By unifying federation, a robust semantic layer, and autonomous performance tuning, Dremio transforms the lakehouse from a static repository into an active partner.

Alex Merced

How Dremio’s Semantic Layer Powers Agentic AI

By unifying all data sources, embedding deep business logic, and using AI to automate its own creation, this modern semantic layer removes the barriers that once made conversational analytics a distant dream.

Alex Merced

Driving measurable ROI across industries

Real-world customer results with measurable cost impact.

World Bank Group transformed capital markets operations with an agentic lakehouse built on Dremio.

189 countries supported by a unified semantic layer enabling trusted analytics and AI
95%+ accuracy from AI-driven trade data extraction at global scale
6–8 Hours → 15 Minutes trade processing accelerated with AI-driven automation on governed data

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Vanguard drives improvements in operational efficiency, user satisfaction, and data processing speed with Dremio

$8T+ in assets supported with unified semantic layer on AWS S3
Weeks -> Hours dramatically accelerated time-to-insight for analysts, replacing week-long processes with days
Millisecond performance for fraud and risk workloads with real-time analysis

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Transforms data architecture with Dremio: from complex ETL to real-time analytics and AI-ready infrastructure

6 seconds complex analytical query time reduced
30% of ERP system resource consumption from legacy ETL
5,000+ product SKUs unified access point across multiple data sources

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Take the next step with Dremio

In the meantime, check out these articles

Driving measurable ROI across industries

World Bank Group transformed capital markets operations with an agentic lakehouse built on Dremio.

Vanguard drives improvements in operational efficiency, user satisfaction, and data processing speed with Dremio

Transforms data architecture with Dremio: from complex ETL to real-time analytics and AI-ready infrastructure

Make data engineers and analysts 10x more productive!

Get Started Free

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