Skip to content
VirtualOnlinePast event

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

Tools & platforms

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

This event has ended

This listing is kept as an archive. Explore upcoming events to find your next one.

See upcoming events
About this event

What to expect

Master the foundations of AI-ready data infrastructure in this virtual session from the Dublin AI Developers Group's Deep Dive series. Most AI implementations fail not because of poor algorithms, but because they're built on data that isn't prepared for AI workloads — leading to hallucinations, weak retrieval, and broken trust. This technical webinar introduces a practical framework to evaluate, diagnose, and fix data readiness issues before they derail your AI projects.

Jacob Prall from Snowflake will present the AI-Ready Data Framework, an open standard designed to help teams assess whether their data meets the specific demands of RAG systems, AI agents, and model training. You'll learn to identify the diagnostic signals that indicate when your AI problems are actually data problems, understand the different readiness requirements for various AI workloads, and discover practical remediation strategies that production teams use to close readiness gaps.

What You'll Learn

  • Diagnostic techniques to spot data readiness gaps that manifest as hallucinations, poor retrieval performance, and inconsistent agent behavior
  • Workload-specific requirements — how RAG, agentic AI, and model training each demand different levels of data quality and structure
  • The AI-Ready Data Framework — an open standard with agent Skills that automate assessment, gap identification, and remediation recommendations
  • Practical remediation approaches used by engineering teams to transform existing data into AI-ready formats

This session is ideal for data engineers, ML engineers, and AI developers working on production systems who need to establish reliable data foundations. Whether you're building retrieval-augmented generation pipelines, deploying AI agents, or preparing datasets for model training, you'll gain a systematic approach to evaluating and improving your data infrastructure.

The event is part of AI Camp's global Deep Dive series in partnership with Snowflake, bringing together developers from around the world for technical talks, code labs, and hands-on workshops. Can't attend live? Register anyway to receive the webinar recording and join the AI Camp Discord community to connect with speakers, access learning materials, discuss projects, and explore collaboration opportunities with AI developers worldwide.

Register on the AI Camp event page to receive your join

Running an AI event?

List it here, free.

Meetups, workshops and conferences go in front of thousands of builders after a quick review.

List your event