Insights

Companies spend millions on perimeter security and zero-trust architecture. But API keys and database credentials end up in files nobody thinks to check.

We ran the numbers on scanning 10TB for sensitive data. AWS Macie: $10,000 per scan. Risk Finder: $299/month, unlimited. Here's the full cost breakdown.

Your LLM is only as clean as your training data. Once PII gets baked into model weights, there is no delete button. Here is how to catch it before that happens.

PE firms are rolling up physician practices at record pace. Most have no idea what PHI is hiding in those legacy systems. Here is what to look for—and where.

Most CISOs can't answer what's in their LLM training pipeline. 22% of pasted data is confidential. Scan training datasets for PII before your AI model memorizes customer records.

Deal fell apart over 2.3M customer records in a folder nobody knew existed. SOC 2 passed. Security questionnaire clean. Data discovery scan found $2M in remediation costs. Scan before you sign.