m-files
Most enterprise data security failures trace back to the same gap: data existed, moved, and was shared before anyone decided what it was. Classification...
When Compliance Requires Proof, Not Promises: Data Security Controls That Produce Auditable Evidence
Regulatory auditors increasingly ask for evidence, not policies. A written data-handling policy satisfies no one; a timestamped record of who accessed...
The gap between a threat indicator existing and a SOC analyst acting on it is almost always a data quality problem, not a staffing one. Raw volume of...
Every AI agent that calls a tool executes code your infrastructure trusts. The tool call runs with whatever permissions the agent has, and if the call is...
Attackers build phishing campaigns in stages. They register domains, stand up hosting, configure redirect chains, and test delivery before they ever send...
Your organization's external attack surface changes every day, and most of those changes are invisible to tools that only watch the inside of your...
Compromised credentials cause a disproportionate share of breaches, and the window between when credentials leak and when a security team finds out is...
Detection after the fact works for many threat categories. For AI agents with tool access, it often works too late. By the time a detection fires, the...
Sensitive data that nobody has catalogued cannot be governed. That is not a philosophy, it is an operational fact. Organizations routinely find, during a...