Cognitively detecting cloud services and their associated status of a Virtual Machine and/or Container in a cloud platform to predict availability of cloud services preferably including the status of the services, a service object health map, and a service health status. The outputs are preferably sent to a user for feedback, which is sent back to the cognitive service.