Empower everyone to explore data with confidence
Meet Dremio’s AI Agent
Discover, analyze, and visualize data across your lakehouse using natural
language—securely and intelligently with Dremio’s AI Agent.
EXPLORE WHAT'S POSSIBLE
What You Can Do
Ask & Analyze:
Ask questions in natural language and get instant answers. Dremio’s AI Agent understands your semantic layer and returns exactly what you need.
Discover Data:
Use natural language to find the right datasets you need—Dremio's AI Agent returns available views and tables aligned with your semantic definitions.
Evaluate SQL & Performance:
Use Dremio's AI Agent to deep dive into SQL and associated job performance, identifying patterns and opportunities for system-wide optimizations.
Create Visualizations:
Turn your analysis into visual stories by instructing Dremio's AI Agent to create visualizations.
Use Unstructured Data:
Built-in AI functions let you process PDFs and images directly in SQL, so agents can answer questions using documents as well as database tables.
AGENT FLEXIBILITY
Choose Your Agent
Dremio Cloud hosts an MCP (Model Context Protocol) server, so you don’t have to. Connect any MCP-enabled AI agent—like ChatGPT, Claude, or Gemini—for a true plug-and-play experience that extends your AI capabilities.
Anthropic (Claude)
Chat GPT
Google (Gemini)
Your Custom Agent!
SECURE & ACCURATE
Built for Trust
AI you can rely on with your most sensitive data.
Governed Access
Users only see data they're authorized to access through Open Catalog (powered by Apache Polaris).
AI Semantic Layer
Answers are always accurate and consistent. Dremio’s AI Agent uses your business definitions to prevent hallucinations and ensure trusted insights.
Compliance
Every question, query, and answer is fully logged for compliance and monitoring.
Experience Dremio AI Agent
Explore this interactive demo and see how Dremio’s Agentic Lakehouse powers AI and BI workloads.
FAQs
AI Agent FAQs
Get common questions answered about Dremio Cloud and its AI agent capabilities
Dremio’s AI Agent is a native AI-powered assistant that provides a conversational interface for exploring, transforming, and visualizing data. Fully integrated with your lakehouse catalog and governance controls, it lets you discover data, ask questions, create visualizations, and analyze performance using natural language—while respecting all governance policies.
No. Dremio’s AI Agent translates your natural language questions into SQL automatically. You can ask questions like “What is the average sales revenue this month?” and get instant answers without writing any code. If you want to learn SQL or optimize queries, the AI Agent can also help explain and improve SQL statements.
Yes. Dremio’s AI Agent operates within your existing security and governance framework. Users only see data they’re authorized to access through Open Catalog (Apache Polaris). All queries respect your role-based access controls, and every interaction is fully logged for compliance and monitoring.
The AI Agent accesses only the data sources you’ve connected to Dremio Cloud and that you’re authorized to see based on governance policies. It works with your unified view across lakes, warehouses, and databases, respecting all access controls and permissions configured in your Open Catalog.
AI Agent usage is included in your DCU (Dremio Commit Unit) cost when using Dremio’s default model. If you configure your own model from Anthropic, OpenAI, or Google, those charges pass through to your model provider—there’s no additional Dremio billing. You’ll see LLM usage charges in your model provider’s billing dashboard.
Yes. You can configure models from Anthropic, OpenAI, or Google at the organization level. This model will be used for both the AI Agent and AI Functions. Note that while AI Functions can select models at runtime from your configured options, the AI Agent uses your organization-level default model.
