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Thursday May 28, 2026 15:00 - 15:45 CEST
Limited Capacity seats available
We've spent years writing SQL, building Python pipelines, and waiting weeks for insights stuck behind a Jira ticket. What if anyone could go from a question to an answer with just a prompt?

Let's be honest, until late 2025, that was fiction. The demos looked great on stage. Production? Not so much. But something actually shifted. Models got genuinely good at structured output, MCP became the standard to connect LLMs to real tools, and DuckDB made it possible to query anything without infrastructure.

In this talk, I won't oversell. I'll build a full analytics workflow live — from raw data to insights using just natural language. First with a frontier model to show what's actually possible today with DuckDB and MotherDuck. Then with open-source models running entirely locally — no data leaving your network, no cloud dependency.

If you've been burned by AI demos that only work on slides, this one's for you. Expect a real demo, honest tradeoffs.
Speakers
avatar for Mehdi Ouazza

Mehdi Ouazza

MotherDuck
I started my career in data 10+ years ago as a data engineer, working in large corporates like AXA setting up on-prem Spark clusters (yes, that old!) to tech unicorns building data platforms in the cloud at Klarna, Back Market, and Trade Republic.

Over the years, I found a passi... Read More →
Thursday May 28, 2026 15:00 - 15:45 CEST
1 - MAIN STAGE

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