I am attempting to upgrade Veeam backup and replication but I get an installation failure.

Error Failed to start service 'Veeam Backup Service' after installing package VeeamBackupSvc.msi
Error MSI package: VeeamBackupSvc.msi returned error code: 1603
What could be causing the service start failure and m.si error code 1603?