Ask any security engineer where sensitive data lives in their environment and you will get a partial answer. The honest ones will admit they are guessing...
Security controls built on top of unclassified data are controls built on guesswork. You cannot enforce a retention policy, apply access restrictions, or...
Policy decisions for AI agents are almost always applied after the fact, through logs, alerts, or incident reviews. By that point, the action has already...
Twelve lines of configuration are enough to let an AI agent delete records, exfiltrate files, or call a billing API it was never supposed to touch. The...
Unclassified data is ungoverned data. When your organization cannot tell you what sensitive information it holds, where that information lives, or who...
NetFlow telemetry tells a story most security teams never read. When an internal host opens a connection to a known-malicious IP, that event exists in...
The Model Context Protocol makes it straightforward to give an AI agent access to tools: databases, APIs, file systems, shell commands. What it does not...
Compliance audits fail for a predictable reason: the organization cannot produce accurate answers about where regulated data sits, who can access it, or...