--- title: Multi-Cloud Optimization with Autopilot by CloudNatix description: Monitor and configure resources automatically—tuned to your preferred level of control—to improve cost efficiency, performance, security, and resilience. image: https://learn.cloudnatix.com/hubfs/Whitepaper-Autopilot-Operating-Model_preview.png --- [![CloudNatix-logo](https://learn.cloudnatix.com/hs-fs/hubfs/CloudNatix-logo.png?width=200&height=38&name=CloudNatix-logo.png "CloudNatix-logo")](https://www.cloudnatix.com/) WHITEPAPER # Improve cost efficiency, availability & security with multi-cloud Autopilot --- ## Reduce the operational cost and complexity of managing your VMs and multiple Kubernetes clusters, optimize your K8s Clusters for capacity, and yield higher workload availability with Autopilot. ### Download Whitepaper Autopilot, a set of techniques originally created at Google, can be used to monitor and configure resources automatically to reduce cloud waste and maximize availability. Leveraging machine learning algorithms coupled with heuristics, Autopilot improves cost efficiency, availability, security & resilience of your multi-cloud, multi-K8s infrastructure. In this free whitepaper, we explain how you can leverage the Autopilot Operating Model to easily: - Observe your operations, performance, and costs across your multiple cloud & Kubernetes environments - Leverage machine intelligence to understand health and performance at a glance - Surface opportunities to optimize your Kubernetes and VM workloads for availability and cost - Automate improvements to cut cloud spend, improve operational efficiency, and reduce MTTR — tuned to your preferred level of control [Download whitepaper →](https://learn.cloudnatix.com/autopilot-automated-cloud-optimization#register-now) ## Dramatically improve cost efficiency, performance, security & resilience with CloudNatix's Autopilot Operating Model ### FinOps Common view of costs across your multi-cloud environments with drill-down granularity into each resource and business unit.  CloudNatix automates: - Cost attribution - Cost forecasting ### DevOps Monitor and improve performance with single operational view across clouds and clusters for simplified monitoring and troubleshooting. CloudNatix automates: - Auto-resizing - Run-time reduction - Idle capacity harvesting - Adaptive clustering ### SecOps Simplify security and governance by standardizing user and log management across cloud and clusters. CloudNatix automates: - Unified access controls - Auditable activity logs ### NetOps Automate and orchestrate proactive network testing to find performance and connectivity issues before it affects users. CloudNatix automates: - Network infrastructure configuration & operations - Incident resolution - K8s related network provisioning ![Whitepaper-Autopilot-Operating-Model Whitepaper](https://learn.cloudnatix.com/hubfs/images/Whitepaper-Autopilot-Operating-Model%20Whitepaper.png "Whitepaper-Autopilot-Operating-Model Whitepaper") ![Whitepaper-Autopilot-Operating-Model_TOC](https://learn.cloudnatix.com/hubfs/Whitepaper-Autopilot-Operating-Model_TOC.png "Whitepaper-Autopilot-Operating-Model_TOC") ![Whitepaper-Autopilot-Operating-Model_preview](https://learn.cloudnatix.com/hubfs/Whitepaper-Autopilot-Operating-Model_preview.png "Whitepaper-Autopilot-Operating-Model_preview") [Download whitepaper →](https://learn.cloudnatix.com/autopilot-automated-cloud-optimization#register-now) © 2021 CloudNatix, Inc. All rights reserved