white paper

The Rise of Agentic Data Preparation & Analysis

AI agents are redefining who can do data work. When business users and data analysts can ask AI their data questions, waiting on engineers to prepare data is no longer an option.

Analysts can now generate production-ready workflows without code. This whitepaper explores how compound AI agents deliver the speed and reliability needed to move data prep work from days to minutes, while maintaining the governance and accuracy your organization requires.

Who should read this?

  • Data platform leaders evaluating AI's impact on team structure
  • Enterprise data teams bottlenecked by data engineering capacity
  • Technology officers determining AI adoption strategy

Key topics:

  • Why desktop tools are insufficient in the cloud-native, AI-first environment 
  • The Generate → Refine → Deploy loop and how it enables self-serve data work
  • Five specialized agents delivering 30–50% productivity gains
  • How to adopt AI agents for data work without disruption

Get the free white paper today!

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