The AI 30% Rule: Why Data Quality Isn't Optional

What is the 30% rule for AI, and why is it the single biggest predictor of your project's success or failure? This deep dive explains how allocating 30% of your effort to data preparation isn't just advice—it's a non-negotiable requirement for building reliable, valuable AI systems.
May-10 , 2026