CC CDQ Research Briefing - AI-ready data

This research briefing explains why AI-ready data is critical for successful and trustworthy AI systems. It introduces the six key dimensions of AI-ready data and outlines the stakeholders involved throughout the AI lifecycle. The briefing also presents a practical “onion model” that structures the journey toward AI readiness into the stages accessible, explorable, and purpose-fit. Readers gain concise guidance on how organizations can systematically prepare data to scale AI initiatives.