Agentic Workflow for Petabyte-Scale Data Analytics | Cloudera Agent Studio

Struggling to get clear, reproducible insights from petabytes of data? Join Charu Anchlia, Principal Engineer II at Cloudera, to see how Cloudera Agent Studio brings business users and tech analysts together under one simple interface.

See how multi-agent orchestration—using specialized SQL and coding agents—can solve complex data analysis challenges, generate real-time visualizations, and seamlessly transform LLM outputs into repeatable Airflow pipelines.

Chapters:

00:00 Intro: The Challenge of Petabyte-Scale Analytics for Non-Technical Users

00:35 Multi-Agent Collaboration: Deploying SQL and Coding Experts in Agent Studio

01:54 Solving Complex Analytics: Combining SQL Queries with Code Execution

03:18 Local Tooling vs. LLM Overwhelm: Our Secret Architecture for Accuracy

03:37 Eliminating Non-Deterministic AI: Building Reproducible Apache Airflow Pipelines

04:40 Compliance & Scale: The Crucial Questions Separating AI Experimentation from Enterprise Reality

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