TL;DR
This webinar explores how MotherDuck is closing the loop between ad hoc questions and repeatable, shareable answers — using AI agents, natural language, and the new Dives feature to generate live data apps on the fly.
The Problem with One-Off Queries
Most data workflows look the same: someone asks a question, you write a query, share a screenshot or CSV, and then get the same question again next week. It's a loop that eats time without building anything reusable.
Where AI Agents Come In
MotherDuck's MCP server lets AI agents connect directly to your data warehouse, run SQL queries from natural language prompts, and generate interactive visualizations — without you ever opening a BI tool. The agent handles the query. You get a shareable URL.
What Are Dives?
Dives are React-based data apps built on top of live MotherDuck queries. An AI agent can generate one in seconds, and anyone with the link can view the results in real time — no login required, no dashboard setup.
Who This Is For
If you work with data and find yourself fielding repeat questions or manually sharing query results, this session shows a different approach. Whether you're an analyst, data engineer, or just DuckDB-curious, the workflow is worth seeing.
Getting Started
You can try Dives today through MotherDuck's web interface or via the MCP server integration. Check out the getting started guide to connect your first AI agent.



