Despite their complexities, cyber incidents often start in a very similar manner. There is a helpdesk ticket that appears routine, a slightly unusual login attempt or a system that might just need a restart. By the time an organization formally declares an incident, the attacker has likely already been inside for hours, sometimes longer, moving quietly through cloud platforms, SaaS applications and identity systems long before anyone notices the warning signs.