dremio product
Intelligent Query Engine
The fastest query engine with the
best price-performance, built for the agentic AI era
OVERVIEW
Built for the agentic AI era to power all your AI and BI workloads
Access all your data (structured and unstructured) through zero-ETL federation across lakehouses, databases, and warehouses—no data movement required. Delivers sub-second performance for both AI agents and human analysts with autonomous optimization that continuously accelerates workloads at scale.
Autonomous Management
Zero manual tuning required—Dremio's active metadata continuously optimizes performance, delivering lightning-fast queries at the lowest cost. Dremio autonomously enhances semantics, analyzes query patterns to create optimized materializations (Reflections), transparently rewrites queries to use these Reflections for 20x faster performance, and intelligently reorganizes data layouts—eliminating manual partitioning.
Process Unstructured Data with SQL
Query PDFs, images, videos, and documents directly alongside structured data—no preprocessing required. Dremio's AI Functions enable you to process unstructured data using standard SQL. Extract insights from PDFs, classify images, analyze documents, and generate summaries—all within your queries alongside structured data for comprehensive analytics.
Zero-ETL Query Federation and Data Transformation
Query and transform data across all your sources without moving it, no ETL pipelines required. Access lakehouses (Iceberg, Databricks, Snowflake), databases (PostgreSQL, MySQL, MongoDB), and warehouses through a single interface across any environment. Apply transformations using SQL through Dremio Views - governed virtual datasets that eliminate costly ETL tools and complex pipelines. Query data in place, whether in the cloud, across multiple clouds, on-premises, or in hybrid environments, for both AI agents and human analysts.
Performance Built on Apache Arrow
Powered by Apache Arrow, Dremio delivers 20x faster performance than cloud data warehouses with optimal cost-efficiency.
Multi-engine architecture enables sophisticated workload management with intelligent autoscaling and market-leading concurrency. Cost-based optimization automatically finds the fastest query path. Developed by Dremio and contributed to the Apache Foundation, Arrow Flight is purpose-built for modern analytical workloads.
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