AI is transforming industries, but effective data management is essential to ensure safe, trustworthy adoption. As organizations accelerate their use of generative AI and large language models, poor data oversight can introduce bias, toxicity, and exposure of sensitive information. This white paper highlights best practices for managing AI data and explains how BigID provides a comprehensive solution for discovering, classifying, and governing the data that powers AI systems. With strong visibility and controls, organizations can reduce risk, maintain compliance, and build responsible, high‑quality AI.

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