Glossary
AI-ready data
AI-ready data is complete, deduplicated, consistently defined, and permissioned well enough for an AI system to use without errors a person would catch.
Why it matters
AI projects built on data that is not ready tend to stall before production.
How Limerine uses the term
A diagnostic reports how far a company's revenue data is from this standard, field by field.
Related area of work: Foundation and governance.
How to cite this definition
Limerine. "AI-ready data." Limerine Glossary, 2026. https://limerine.com/glossary/ai-ready-data