Back to guides
May 16, 2026
1 min read

AI-Ready Data Guide

It's not the model — it's the data. 60% of AI projects fail due to data readiness. The 5 criteria for AI-ready data, a diagnosis flow for when things don't work, and step-by-step data structuring.

When AI doesn’t work even with RAG, the problem is usually data. This guide covers the 5 criteria for AI-ready data (availability, quality, structure, governance, use-case alignment), a diagnosis flow, and step-by-step data structuring.