The Inventory Problem: Why Most Organizations Can’t Attest to Their Own AI Compliance
Organizations often lack a complete inventory of their AI systems, which affects compliance with regulations like the EU AI Act. Shadow AI constitutes a significant portion of unaccounted systems, and manual discovery methods fail to capture many assets. Automated discovery shows a dramatic improvement in identifying AI systems, highlighting the importance of visibility for compliance.

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