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AI Deep Dive (Virtual) - AI-Ready Data Framework with Agent Skills

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About this event

What to expect

Join the Madrid AI Developers Group for a comprehensive virtual session exploring how to build AI-ready data foundations that actually work. This deep dive tackles one of the most critical — yet often overlooked — challenges in AI development: ensuring your data is truly prepared for the demands of modern AI workloads including RAG systems, autonomous agents, and model training.

What You'll Learn

Jacob Prall from Snowflake will introduce the AI-Ready Data Framework, an open standard designed to help teams diagnose data readiness issues and systematically address them. Most AI initiatives stumble not because of model architecture or compute resources, but because the underlying data infrastructure wasn't built to support AI workloads. This session gives you a practical diagnostic lens to identify when poor AI results — hallucinations, weak retrieval, unreliable agent behavior — are actually symptoms of data problems.

Key takeaways include:

  • Diagnosing data readiness gaps: Learn to spot the signs that your data quality issues are undermining AI performance, from RAG retrieval failures to agent unreliability
  • Setting workload-specific standards: Understand what RAG systems, autonomous agents, and model training each require from your data, so you can prioritize the right improvements
  • Practical remediation strategies: Discover proven approaches teams use to close data-readiness gaps once identified, including agent Skills that automate assessment and fixes
  • The AI-Ready Data Framework: Get hands-on with an open standard that provides both diagnostic tools and remediation capabilities

This session is perfect for data engineers, ML engineers, AI developers, and technical leaders building or scaling AI systems. Whether you're wrestling with unreliable RAG responses, inconsistent agent behavior, or planning your first production AI deployment, you'll gain actionable frameworks for ensuring your data foundation supports your AI ambitions.

Event Format

This is a virtual event accessible to attendees worldwide — simply check your local time conversion for the 19:00 CEST start. The session combines a technical deep dive presentation with opportunities to engage with the speaker and connect with fellow developers from the global AI community. Can't attend live? Register anyway to receive the recording and watch at your convenience.

The Madrid AI Developers Group hosts this as part of their ongoing AI Deep Dive Series in partne

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