Is it possible to use Winlogbeat for the "Application and Services Log" types in addition to the eventlog?
If by "Application and Services Log" you mean log files, then no. That is what Filebeat does so deploy Filebeat and Winlogbeat.
Similar to Winlogbeat and Reading Log Files
The logs I'm thinking about is list by
Get-WinEvent -ListLog * using powershell.
In Eventviewer they are listed below the "Windows Logs" which are easily logged by winlogbeat.
The Windows eventlog "Application" are located in %SystemRoot%\System32\Winevt\Logs\Application.evtx
And one which may be nice to get are the Hardwareevent which are located in %SystemRoot%\System32\Winevt\Logs\HardwareEvents.evtx
I'm not a windows man, but it looks like the "Application and Services Log" use the same framwork for logging as the Eventlogs.