Data visibility in AI involves having a clear and complete understanding of the data used by AI models - where it originates, how it’s processed, and how it influences the AI’s decisions. This helps organizations ensure data quality, maintain accountability, and make better, more transparent AI-driven decisions.

‍Why it matters: Understanding how data shapes AI behavior enables transparency, fairness, and responsible governance across AI systems.