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AI Protection and Governance

The AI revolution has created an unprecedented data security paradox: AI systems need vast amounts of data to learn effectively, yet that same data must be protected from exposure. Organizations racing to adopt AI/ML technologies face critical governance questions-what sensitive data trains their models, who has access to AI training datasets, and whether PII is being fed into third-party AI services without proper controls. 

Mage Data enables organizations to accelerate AI adoption while maintaining complete governance over sensitive data. By providing AI-ready data protection across the entire machine learning lifecycle-from data collection through model deployment-enterprises can build accurate models, comply with emerging AI regulations like the EU AI Act, and maintain defensible AI practices without sacrificing innovation speed. 

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What is AI Protection and Governance?

Capabilities

AI Training Data Discovery

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Privacy-Preserving Data Preparation

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Role-Based AI Data Access

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AI Data Lineage Tracking

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Catalog Integration