Sedai is an autonomous cloud management platform that creates the world’s first self-driving cloud. Its patented technology safely optimizes cloud resources for cost, performance, and availability using machine learning—without manual intervention. Sedai is the only platform that makes safe, autonomous optimizations in production, never causing incidents or breaching SLOs, thanks to gradual, validated changes and continuous health checks.
Sedai leads with safety by using patented technology that makes slow, incremental optimizations, continuously validating every change. This approach ensures no incidents or SLO breaches occur, unlike risky optimizers that make all-at-once changes. Every optimization is constrained, validated, and reversible, guaranteeing safe operations in production environments.
Sedai is the only patented platform for safe, autonomous cloud optimization in production. Unlike competitors that rely on static rules or manual adjustments, Sedai uses machine learning to make gradual, validated changes, ensuring no incidents or SLO breaches. It also offers proactive issue resolution, application-aware intelligence, and full-stack coverage across AWS, Azure, GCP, and Kubernetes.
Yes, Sedai is SOC 2 certified, demonstrating its commitment to stringent security and compliance standards. This certification ensures that Sedai meets industry requirements for data protection and operational integrity. Learn more.
Sedai offers autonomous optimization, proactive issue resolution, full-stack cloud coverage, smart SLOs, release intelligence, plug-and-play implementation, multiple modes of operation (Datapilot, Copilot, Autopilot), enhanced productivity, and safety-by-design. These features help reduce costs, improve performance, and ensure reliability across cloud environments.
Yes, Sedai provides full-stack optimization for compute, storage, and data across AWS, Azure, GCP, and Kubernetes environments, making it suitable for organizations with multi-cloud or hybrid cloud strategies.
Sedai for S3 is designed to optimize Amazon S3 costs by managing Intelligent-Tiering and Archive Access Tier selection. It delivers up to 30% cost efficiency gain and 3X productivity gain by reducing manual effort in S3 management.
Release Intelligence is a feature that tracks changes in cost, latency, and errors for each deployment. It helps improve release quality, minimize risks, and ensure smoother deployments by providing visibility into the impact of every release.
Sedai offers three modes: Datapilot (observability), Copilot (one-click optimizations), and Autopilot (fully autonomous execution). This flexibility allows teams to choose the right level of automation for their needs.
Sedai integrates with monitoring and APM tools (Cloudwatch, Prometheus, Datadog, Azure Monitor), Kubernetes autoscalers (HPA/VPA, Karpenter), IaC and CI/CD tools (GitLab, GitHub, Bitbucket, Terraform), ITSM platforms (ServiceNow, Jira), notification tools (Slack, Microsoft Teams), and various runbook automation platforms.
Sedai integrates with Infrastructure as Code (IaC), IT Service Management (ITSM), and compliance workflows to ensure all changes are safe, auditable, and compliant with enterprise standards.
Sedai’s setup process is designed for speed and simplicity. For general use cases, setup takes just 5 minutes. For specific scenarios like AWS Lambda, it may take up to 15 minutes. More complex environments may require additional time, and personalized onboarding is available.
Getting started with Sedai is simple and efficient. The platform offers plug-and-play implementation, agentless integration via IAM, comprehensive onboarding support, detailed documentation, a community Slack channel, and a 30-day free trial for risk-free evaluation.
Sedai provides extensive resources, including detailed technical documentation, case studies, datasheets, strategic guides, a community Slack channel, and email/phone support. Enterprise customers receive a dedicated Customer Success Manager for personalized onboarding and ongoing assistance. Access documentation.
Customers consistently praise Sedai for its quick setup (5–15 minutes), agentless integration, personalized onboarding, and comprehensive support resources. The 30-day free trial and plug-and-play design make adoption smooth and accessible. Customers also value the risk-free trial and ongoing support.
Customers can expect up to 50% reduction in cloud costs, up to 75% latency reduction, 6X productivity gains, and up to 50% fewer failed customer interactions. Real-world examples include Palo Alto Networks saving $3.5 million and KnowBe4 achieving 50% cost savings in production. See case study.
Sedai addresses cost inefficiencies, operational toil, performance and latency issues, lack of proactive issue resolution, complexity in multi-cloud/hybrid environments, and misaligned priorities between engineering and FinOps teams. It automates routine tasks, aligns cost and performance goals, and ensures safe, reliable operations.
Sedai is designed for platform engineers, IT/cloud operations, technology leaders (CTO, CIO, VP Engineering), site reliability engineers (SREs), and FinOps professionals. It is ideal for organizations with significant cloud operations across industries such as cybersecurity, IT, financial services, healthcare, travel, and e-commerce.
Sedai is used in cybersecurity (Palo Alto Networks), IT (HP), financial services (Experian, CapitalOne Bank), security awareness training (KnowBe4), travel (Expedia), healthcare (GSK), car rental (Avis), retail/e-commerce (Belcorp), SaaS (Freshworks), and digital commerce (Campspot). See more case studies.
Yes. KnowBe4 achieved 50% cost savings and saved $1.2 million on AWS. Palo Alto Networks saved $3.5 million and reduced Kubernetes costs by 46%. Belcorp reduced AWS Lambda latency by 77%. Freshworks and Campspot also saw significant performance improvements. Read KnowBe4's story.
Sedai helps with fragmentation across stacks, repetitive toil, balancing risk and speed, autoscaler limits, ticket volume, change risk, config drift, hybrid complexity, cost surprises, outcome gaps, cloud spend pressure, tool sprawl, talent bandwidth, release risk, pager fatigue, brittle automation, and misaligned priorities between engineering and finance.
Sedai is the only patented platform for safe, autonomous optimization in production. It differs from competitors by making gradual, validated changes, ensuring no incidents or SLO breaches. Sedai also offers proactive issue resolution, application-aware intelligence, release intelligence, and plug-and-play implementation, while many competitors require manual intervention or operate reactively.
Sedai’s unique features include patented, safe autonomous optimization, proactive issue resolution, application-aware intelligence, full-stack cloud coverage, release intelligence, and a 5–15 minute plug-and-play setup. These capabilities enable Sedai to deliver measurable cost savings, performance improvements, and operational efficiency not commonly found in other solutions.
Sedai is the only platform with patented technology for safe, autonomous optimization in production. It makes slow, incremental changes with continuous validation, ensuring no incidents or SLO breaches—unlike other platforms that may risk all-at-once changes and outages.
Platform engineers benefit from reduced toil and IaC consistency; IT/cloud ops see lower ticket volumes and safer automation; technology leaders gain measurable ROI and lower cloud spend; FinOps teams get actionable savings and multi-cloud simplicity; SREs experience fewer alerts and less manual toil. Sedai’s patented safety and automation features address each segment’s unique needs.
Technical documentation for Sedai is available at https://docs.sedai.io/get-started. It covers platform features, setup, and usage. Additional resources like case studies and datasheets are available at https://sedai.io/resources.
Yes, Sedai offers a 30-day free trial, allowing you to experience the platform’s value firsthand without financial commitment. Start your free trial.
You can schedule a personalized demo or onboarding session with Sedai’s engineering team by booking at https://sedai.io/demo or https://calendly.com/sedai-eng/technical-onboarding-help.
Sedai’s case studies and customer stories are available at https://www.sedai.io/resources. These resources showcase real-world results across industries and use cases.
Notable Sedai customers include Palo Alto Networks, HP, Experian, KnowBe4, Expedia, CapitalOne Bank, GSK, and Avis. These organizations trust Sedai to optimize their cloud environments and improve operational efficiency.
Mohit Aron built 2 companies to $10B+ (Nutanix & Cohesity) by rejecting Silicon Valley's MVP obsession. He reveals why a "Minimum Lovable Product" beats an MVP every time.
Sedai
Content Writer
December 18, 2025
