Name: OPEN Session: Operationalizing Production-Ready AI Agents for Data Analytics Workflows
Start: 2025-05-29T13:00:00-0700
End: 2025-05-29T13:25:00-0700

Thursday May 29, 2025 1:00pm - 1:25pm PDT

AI DevSummit Expo Stage

David Kucher, Numbers Station, Principal Engineer

The rise of AI agents is driving a growing push to automate repetitive tasks. Recent breakthroughs like Devin and Cursor highlight AI’s impact on software development—now, it’s transforming data analytics. Using a multi-agent system, Numbers Station (numbersstation.ai) has emerged to automate the end-to-end analytics workflow—from pulling insights, generating dashboards, and taking action using your native tools.

This talk explores Numbers Station’s composable AI agents, including a step-by-step guide to building a SQL Agent using retrieval-augmented generation and error correction. We’ll then discuss how our agents—handling search, diagnostics, charting, and reporting—are orchestrated together to automate analytics requests.

We’ll cover challenges like message routing and long-context management in multi-agent systems. Finally, we’ll showcase real-world applications, demonstrating how these AI agents enhance decision-making and eliminate inefficiencies in enterprise data workflows.

Speakers

David Kucher,

Principal Engineer, Numbers Station

David Kucher is a Principal Engineer at Numbers Station, where he brings machine learning and AI to automate and improve data tasks. He previously worked on computer vision and ML systems at SambaNova Systems. David holds Bachelor's and Master's degrees in Electrical and Computer... Read More →

Thursday May 29, 2025 1:00pm - 1:25pm PDT
AI DevSummit Expo Stage

DeveloperWeek Leadership

Additional Topics Agents
Session Type OPEN Session
Tracks Productizing AI (AI DevSummit), Frameworks / Tools & Applied AI (AI DevSummit), AI DevSummit, OPEN Session
In-Person/Virtual In Person

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AI DevSummit 2025 + DeveloperWeek Leadership 2025

David Kucher,

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