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...
The average enterprise holds sensitive data in more places than it has mapped. Files land in shared drives, databases, cloud storage buckets, and email...
Every email gateway and endpoint filter in your stack is making decisions based on what it has already seen. That works until an attacker sends something...
Most AI agent frameworks decide what to do and then do it. Policy, logging, and access checks are typically bolted on afterward, if they exist at all....
Policy enforcement for AI agents has a timing problem. Most approaches inspect what an agent did after the fact, which means the tool call already ran,...
Dark-web exposure and compromised credentials rarely announce themselves. By the time a stolen password shows up in an internal alert, it has often been...