To enable integration between VSTS and your Azure subscription, we need to first link your Team Services accounts to the right subscription.
To do so, navigate to Azure Portal -> Browse -> Team Services Accounts -> Your Account -> Link:
This will allow us to easily access to the VSTS projects from Azure services and vice versa.