AI is eating the data stack. Introducing Dives, a new MotherDuck feature that lets AI agents build shareable, real-time data visualizations with composable SQL.

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MotherDuck is launching 'Dives' in public preview — a feature that lets AI agents (Claude, Gemini, etc.) build live, shareable data visualizations backed by real-time SQL queries against MotherDuck. The post argues that AI has already crossed the threshold for practical natural language analytics: internally, non-technical sales staff are successfully querying business data via the MotherDuck MCP server without writing SQL, and benchmark testing showed over 95% functional correctness. Dives solve the key limitation of LLM-generated dashboards being static snapshots by embedding live queries, and go beyond traditional dashboards to support forms, custom controls, and arbitrary interactive apps. The broader thesis is that AI is disrupting the entire modern data stack, and the real value of analytics has always been answering business questions — not query performance.

Duck, Dive, and Answer