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Talk to Your Data: The SQL Data Analyst
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In Agents in Production [Podcast Limited Series] - Episode Four, Donné Stevenson and Paul van der Boor break down the deployment of a Token Data Analyst agent at Prosus—why, how, and what worked. They discuss the challenges of productionizing the agent, from architecture to mitigating LLM overconfidence, key design choices, the role of pre-checks for clarity, and why they opted for simpler text-based processes over complex recursive methods.
Guest speakers:
Paul van der Boor - VP AI at Prosus Group
Donne Stevenson - Machine Learning Engineer at Prosus Group
Host: Demetrios Brinkmann - Founder of MLOps Community
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