Off-host data processing can help reduce CPU/RAM consumption and load on client workloads. Backups replication, validation, retention, and conversion can be moved to another machine and scheduled independently from the protection plan. MI-assisted validation via boot screenshot analysis can ensure consistency and recoverability of backups. An AI/MI engine auto-analyzes the screenshots, eliminating the need for user interaction.