Note: Billing is typically based on protected endpoints (VMs, workstations, servers). Unprotected devices are not counted.

Recent updates to the platform have introduced machine learning elements to predict backup windows. By analyzing the historical data of when a device typically backs up, the system can better distinguish between a "failed" backup and a "delayed" backup, reducing false positives caused by users turning off their computers early.

The platform moves beyond passive reporting into active management through automation: