AAISM: Advanced in AI Security Management

An automated data catalog integrated with all organizational repositories can continuously discover data assets, capture metadata, and support consistent classification across the full data environment. This provides organization-wide inventory coverage at scale, unlike periodic audits, a manually operated process, or oversight by a centralized team alone. NIST describes data-classification practices as using technology to discover, identify, and label data, enabling data governance at scale.