As I move from project to project, I’ve seen the latest trend is to leverage operational tools, such as AIops and security operations platforms to automate most of what it takes to proactively operate a cloud, hybrid cloud, or multicloud deployment. This means automating everything from routine management and monitoring to shutting down and starting servers to work around problems, and all the while machine learning on the job (that’s the AI in AIops).