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AI Deep Dive: AI-Ready Data Framework with Agent Skills

Event artwork for AI Deep Dive: AI-Ready Data Framework with Agent Skills

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About this event

What to expect

This virtual AI Deep Dive session, hosted by the London AI Developers Group in partnership with Snowflake, tackles one of the most critical challenges in AI development: making your data ready for production AI workloads. Most AI projects fail not because of poor models or insufficient compute, but because they're built on data that can't support the demands of RAG systems, AI agents, and model training.

What You'll Learn

Jacob Prall from Snowflake will introduce the AI-Ready Data Framework, an open standard that provides a systematic approach to evaluating and preparing data for AI applications. You'll discover how to diagnose whether your AI problems stem from data readiness issues—the root cause behind hallucinations, weak retrieval performance, and inconsistent agent behaviour.

The session covers three critical areas:

Diagnostic Skills: Learn practical techniques for identifying data-readiness gaps that undermine your AI systems. You'll understand how to spot the warning signs that indicate your data isn't prepared for production AI workloads.

Workload-Specific Requirements: Different AI applications have different data requirements. This workshop breaks down what RAG systems, AI agents, and model training each need, helping you prioritize investments and set appropriate quality bars for each use case.

Remediation Strategies: Beyond diagnosis, you'll explore proven approaches that development teams use to close data-readiness gaps once identified, including a suite of agent Skills designed to automate assessment and remediation.

Who Should Attend

This session is ideal for AI developers, data engineers, ML engineers, and technical leaders working on RAG systems, agentic AI, or model training pipelines. Whether you're building production AI applications or evaluating why existing systems underperform, this framework provides actionable guidance.

Format and Access

This is a virtual event accessible to the global AI community. Important: You must register on the official event website to receive the joining link—RSVP on Meetup alone will not provide access. The session includes the technical presentation, hands-on code labs, and opportunities to engage with speakers and developers worldwide. Can't attend live? Register anyway to receive the recording.

The London AI Developers Group hosts regular virtual deep dives featuring leading practitioners from companies p

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