All the sessions from Transform 2021 are available on-demand now. Device42, a cloud discovery platform, this month launched a multicloud migration and recommendation engine the company claims is the first to support all major cloud providers. Using machine learning to drive its suggestions, Device42 says the service can perform real-time discovery of IT resources to create an inventory, leveraging dependency mapping to show the relationship and impact of resources on business units. Organizations often face risks of business outages and disruptions when attempting to migrate to the cloud. And according to IDG research, only 25% achieve their initial goals.