For years, security programs have relied on point-in-time snapshots to prove control effectiveness. They’ll run a quarterly audit here, a monthly scan there. They’ll rely on spreadsheets frozen at the moment it’s exported. That approach might satisfy an auditor, but it fails the reality of modern infrastructure. Cloud environments change by the hour, identities sprawl, and controls drift quietly between checks. By the time a snapshot tells you something is wrong, the risk has already...










