Insights

PCI DSS 12.5.2 requires you to find account data outside your CDE. Its testing procedure only needs documents and interviews. That gap is where breaches live.

Configuring AI agent access based on metadata creates direct financial liability. When MCP platforms connect to 350+ data sources, the Classification Gap between schema names and actual content becomes an operational problem.

55% of your enterprise data is dark, unclassified, unmanaged, and invisible to security. It's a breach waiting to happen, a compliance violation waiting to be discovered, and a cost center hiding in plain sight.

Enterprise DSPM platforms cost $100K-$500K+ annually before per-GB fees. We break down real pricing for AWS Macie, BigID, Varonis, Spirion, and flat-rate alternatives.

When a tool is sanctioned, people stop self-censoring. The friction that made someone pause before pasting a customer list? Gone. Because this one's approved.

Small and medium businesses account for 63% of breaches and 352 million leaked records since January 2025. The 'we're not a target' mindset is the target.