Sedai

Sedai is an autonomous cloud management platform that uses patented reinforcement learning to continuously optimize cloud infrastructure for cost, performance, and availability. The platform monitors application behavior patterns and makes gradual, safety-validated changes across Kubernetes, AWS, Azure, GCP, and other cloud environments without requiring engineering intervention. Sedai operates in two modes: Copilot for human-approved recommendations and Autopilot for fully autonomous optimization, with a claimed record of zero production incidents across all autonomous actions. The company has helped enterprise customers achieve 30% reductions in cloud costs and 75% fewer failed customer interactions.