Azure SQL Server firewall configuration using PowerShell not working

Question

When executing New-AzSqlServerFirewallRule -ResourceGroupName $ResourceGroupName -ServerName $SqlServerName -AllowAllAzureIPs I get this error: New-AzSqlS