I searched everywhere for a simple method to reprocess all my SSAS databases and ended up just writing a PowerShell script to do it for me. Below is the script.
## TODO: Replace SQLServerName with the name of your SQL Server. ## Import-Module “sqlps” -DisableNameChecking Set-Location SQLSERVER:\SQLAS\SQLServerName\TABULAR\Databases #Get a list of databases $databases = Get-ChildItem ForEach($database in $databases) { Write-Host "Working in database: " $database.Name -ForegroundColor Gray #Process all Partitions BEGIN Set-Location SQLSERVER:\SQLAS\SQLServerName\TABULAR\Databases\$database\Cubes $cubes = Get-ChildItem foreach($cube in $cubes) { Set-Location SQLSERVER:\SQLAS\SQLServerName\TABULAR\Databases\$database\Cubes\$cube\MeasureGroups $MeasureGroups = Get-ChildItem foreach($MeasureGroup in $MeasureGroups) { Set-Location SQLSERVER:\SQLAS\SQLServerName\TABULAR\Databases\$database\Cubes\$cube\MeasureGroups\$MeasureGroup\Partitions $Partitions = Get-ChildItem foreach($Partition in $Partitions) { Write-Host "Processing partition: " $Partition -ForegroundColor Gray Invoke-ProcessPartition -CubeName $cube -Database $database -MeasureGroupName $MeasureGroup -Name $Partition -ProcessType ProcessFull -ErrorAction SilentlyContinue -ErrorVariable ex if($ex[0].Exception) { Write-Host -ForegroundColor Red -Object $ex[0].Exception.Message } } } } #Process all Partitions END #Process all Dimensions BEGIN Set-Location SQLSERVER:\SQLAS\SQLServerName\TABULAR\Databases\$database\Dimensions $dimensions = Get-ChildItem foreach($dimension in $dimensions) { Write-Host "Processing dimension: " $dimension -ForegroundColor Gray Invoke-ProcessDimension -Database $database -Name $dimension -ProcessType ProcessFull -ErrorAction SilentlyContinue -ErrorVariable ex if($ex[0].Exception) { Write-Host -ForegroundColor Red -Object $ex[0].Exception.Message } } #Process all Dimensions END #Process all cubes BEGIN Set-Location SQLSERVER:\SQLAS\SQLServerName\TABULAR\Databases\$database\Cubes $cubes = Get-ChildItem foreach($cube in $cubes) { Write-Host "Processing cube: " $cube -ForegroundColor Gray Invoke-ProcessCube -Database $database -Name $cube -ProcessType ProcessFull -ErrorAction SilentlyContinue -ErrorVariable ex if($ex[0].Exception) { Write-Host -ForegroundColor Red -Object $ex[0].Exception.Message } } #Process all cubes END }