Dremio’s Generative AI Features for Easy Analysis

Finding insights, creating dashboards, and managing data just got easier

gen ai demo thumbnailgen ai demo thumbnail
Dremio Video


Unlocking the Power of AI for Seamless Data Analysis

Harness the power of generative AI to revolutionize your data analysis workflows. With our advanced AI-driven features, we empower business users to query data with text, enhance data exploration, and accelerate insights.

Top Generative AI Features

Text-to-SQL Experience

Text to SQL capabilities in Dremio’s user interface (UI) allow SQL developers to write queries using natural language, making it easier and more intuitive to interact with the data. You can use text to SQL to query individual data sets, data views, and create data joins as simply as you’d type a question.

generative ai for data context and discovery

Generative AI for Data Context and Discovery

AI-powered, auto-generated Wiki descriptions and data labeling for tables and views ensure your data has comprehensive business context for analytics, while reducing time and effort. AI-powered Wiki descriptions can also be generated and applied to unique data sources and folders to provide essential data context.

Coming Soon: Vector Database Capabilities

Dremio integrates vector database capabilities into its lakehouse, specifically within Iceberg. With this feature, users can add a column of type vector to store embeddings for various data elements. For example, if you have a table of Amazon reviews, you can store embeddings that encode the "meaning" of each review alongside its other attributes. Dremio provides indexes and SQL functions, including fast similarity search using cosine similarity, enabling easy retrieval of similar or related reviews based on their meanings. This eliminates the need for a separate vector database platform, streamlining the data analytics process.

vector database capabilities graphic
autonomous semantic layer graphic

Coming Soon: Autonomous AI‑Driven Semantic Layer

Dremio leverages AI-driven capabilities to enhance the semantic layer. By automatically learning the user's data, such as identifying zip codes and providing dataset descriptions, Dremio eliminates the need for manual catalog population. Additionally, it learns the workload and creates Reflections to accelerate query performance. This AI-powered semantic layer improves efficiency and productivity for users.

See Dremio in Action

These Generative AI features empower both business users and SQL users, improve data exploration, and enhance the overall efficiency and performance of data analytics workflows. Experience the power of Dremio's AI-driven capabilities today and unlock new possibilities for your data analysis.

Explore Dremio Resources

Ready to Get Started?

Bring your users closer to the data with organization-wide self-service analytics and lakehouse flexibility, scalability, and performance at a fraction of the cost. Run Dremio anywhere with self-managed software or Dremio Cloud.