Increasing architecture complexity, development agility and constantly changing production contribute to the growing performance optimization challenge. Granulate is an AI-powered optimization layer to drastically improve performance by creating a streamlined environment for any app. Applying dynamic low-level adaptations, Granulate enables organizations to handle their compute workloads with 60% fewer servers, improve throughput 5X per server and reduce latency by 40%.Granulate agents can be installed on any Linux server (bare-metal or VM), and support any architecture be it data-centers, multi or hybrid-cloud environments. Comprised of kernel and user-level components, the agents infer from the resource usage patterns how to best adapt the machine to the load it handles, creating a streamlined environment for the application.With a one-liner installation, Granulates time-to-value is less than 15 minutes. POCs can start with just a single VM.