Harness's Cloud AutoStopping technology offers a novel approach to cloud cost optimization by employing intelligent, real-time automation to eliminate idle resources without disrupting workflows, addressing a significant challenge in cloud operations. This patented technology dynamically adjusts cloud environments based on actual demand, enabling organizations to significantly reduce waste—up to 70%—by making context-aware decisions about resource allocation, as opposed to relying on inflexible, time-based schedules. Particularly effective in managing non-production environments, Cloud AutoStopping ensures resources are only used when needed, thereby reducing unnecessary expenditure. This system is integrated with Harness's Cloud Cost Management platform, providing a comprehensive solution that maintains operational reliability without manual intervention. By aligning resource usage with actual demand across different time zones, it enhances productivity for globally distributed teams. As cloud-native architectures become more prevalent, Harness's innovation represents a shift towards more sophisticated, automated cost management tools, crucial for sustainable growth in modern software delivery.