If you have ever opened a Cloud Security Posture Management dashboard on a Monday morning, you know the feeling. Twelve thousand findings. Seventeen severity levels. Six different tools each reporting their own version of the truth. A security engineer somewhere is being paid to close tickets that do not, in any practical sense, make the organization safer.

CSPM tools are useful. They are also, in most deployments we have audited, generating far more noise than signal. The question that matters is not how many findings you are closing. It is whether the small subset of findings that actually indicate exploitable risk are reaching the right person, fast enough, with enough context to act.

The volume problem, honestly stated

A typical mid-market cloud estate generates several thousand CSPM findings on first scan. The distribution is predictable. Roughly sixty percent are benign misconfigurations that pose no real attack path. Another thirty percent are policy drift on non-sensitive resources.…