Hi @K Thiru ,
it's "complex" but it is possible to start an Azure Automation Runbook with an Azure Function:
https://wintellisys.com/use-azure-function-to-start-azure-automation-runbook/
Azure Automation is able to run on a Hybrid Worker and this way you are able to access an on-premises AD:
https://learn.microsoft.com/en-us/azure/automation/automation-hybrid-runbook-worker
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Regards
Andreas Baumgarten