Talk to Your Data: Production-Grade AI Agents for Analytics & Finance

⚠️ Important Note:
PyData Amsterdam is transitioning to Luma. ✨

• *Please subscribe to PyData Amsterdam on Luma:https://luma.com/pydataamsterdam And register at the Luma link for this event : https://luma.com/1zt31rv6

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🎬 From Clean Data to Big-Screen Agents: Meet us at Cinema The Pulse! 🎬

Our last meetup tackled scaling data pipelines for pristine data quality. Now that the data is clean, let's make it actionable.

We are thrilled to announce our next meetup on Thursday, June 25th, 2026, hosted by ManyChat!

We are taking over Amsterdam's premium Cinema The Pulse! No office rooms this time, architecture diagrams are getting the full, high-fidelity big-screen treatment.

🔍 The Focus: Production-Grade Agents
Anyone can prompt a model to generate a basic SQL query in a demo. Building a trustworthy system that safely queries everything from company business metrics to critical treasury data is a completely different challenge. We are peeling back the architecture of real, production systems, including a tool built on Claude Code that lets non-technical users bypass the analyst queue by simply typing /ask.

You will learn the exact engineering patterns needed to transition from prototype to production:

Open Architecture: Designing thin-client plugins, FastAPI services spawning headless Claude, and a "brain" repo for metric definitions. Smart Routing: Directing plain-English questions to the right business domain and handling multi-turn follow-ups seamlessly.
Security & Isolation: Enforcing multi-tenant data isolation, blocking destructive SQL, and preventing prompt injections. Reliability Tactics: Taming hallucinated columns with curated views and handling schema drift in highly regulated fintech indu