Sedai is an autonomous cloud management platform designed to eliminate toil for Site Reliability Engineers (SREs) by automating routine tasks such as tuning, scaling, and regression prevention. Sedai's patented technology ensures every optimization is safe, gradual, and continuously validated, so SREs can reclaim thousands of hours previously spent on manual interventions—all within your SLOs and Infrastructure as Code (IaC) guardrails.
Sedai is the only cloud optimization platform patented for safe, autonomous optimizations in production. It never makes all-at-once changes; instead, Sedai performs slow, incremental optimizations with continuous validation checks. Every action is SLO-checked and reconciled with your IaC, ensuring reliability and preventing incidents or SLO breaches.
Unlike traditional automation tools that rely on static rules and can break under changing conditions, Sedai continuously learns your environment and acts based on real application behavior. Its outcome-driven optimization and enterprise-grade governance ensure every action is safe, reversible, and instantly reconciled with your IaC, eliminating drift and reducing manual toil.
Sedai has been shown to save SRE teams thousands of hours by autonomously handling repetitive tasks such as capacity tweaks, scaling, and configuration management. For example, Palo Alto Networks saved 7,500 engineering hours in one year using Sedai's autonomous platform. Read the case study.
In SRE and cloud operations, 'toil' refers to repetitive, manual tasks that do not add enduring value, such as capacity tweaks, scaling policies, and configuration drift management. Sedai eliminates this toil by automating these tasks safely and efficiently, allowing engineers to focus on innovation and impactful work.
Sedai's autonomous optimization engine continuously learns your environment and acts only within your defined guardrails. It uses machine learning to optimize cloud resources for cost, performance, and availability, always validating actions against SLOs and IaC policies to ensure safety and reliability.
Sedai offers three operating modes: Datapilot (observability and insights), Copilot (one-click optimizations with approval), and Autopilot (fully autonomous optimization). This flexibility allows teams to choose the level of autonomy and control that fits their trust and operational needs.
Sedai integrates with popular IaC and CI/CD tools such as GitHub, GitLab, Bitbucket, and Terraform. Every autonomous action is instantly reconciled with your IaC, ensuring that optimizations are safe, compliant, and drift-free.
Application-aware intelligence means Sedai continuously learns your application's behavior and optimizes resources based on real-time data, not static rules. This ensures that optimizations are always relevant, safe, and aligned with your business goals.
Sedai eliminates configuration drift by updating your IaC automatically with every optimization. Its enterprise-grade governance ensures all actions are compliant with your policies and instantly reconciled, preventing drift before it creates toil.
Sedai delivers measurable performance improvements, including up to 38% performance gain and up to 35% reduction in failed customer interactions, as validated by real-world deployments. For example, Belcorp achieved a 77% reduction in AWS Lambda latency using Sedai. See more case studies.
Sedai allows you to set your performance and cost goals, then automatically optimizes within those parameters. This outcome-driven approach ensures you achieve cost savings (up to 25% cloud savings reported) without sacrificing reliability or performance.
Sedai supports integrations with IaC and CI/CD tools (GitHub, GitLab, Bitbucket, Terraform), ITSM and notification tools (ServiceNow, Jira, Slack, Microsoft Teams), cloud providers (AWS, Azure, GCP), Kubernetes, and monitoring platforms (Cloudwatch, Prometheus, Datadog, Azure Monitor).
Every action Sedai takes is SLO-checked, ensuring that optimizations do not breach your Service Level Objectives. Sedai can also automatically set and monitor SLOs based on past performance, reducing manual effort and improving reliability.
Sedai's plug-and-play implementation allows most users to get started in just 5 minutes for general use cases, and up to 15 minutes for specific scenarios like AWS Lambda. More complex environments may require additional time, but personalized onboarding support is available.
Getting started with Sedai is simple and efficient. The platform connects securely to your cloud accounts using IAM, requires no agents, and offers comprehensive onboarding support, detailed documentation, and a 30-day free trial for risk-free evaluation.
Customers consistently praise Sedai for its quick setup (5–15 minutes), agentless integration, personalized onboarding, and extensive support resources. The 30-day free trial and dedicated Customer Success Manager for enterprise clients further enhance the adoption experience. Learn more.
Sedai provides detailed technical documentation covering features, setup, and usage. Access the documentation at docs.sedai.io/get-started and explore additional resources, case studies, and guides at sedai.io/resources.
Sedai's platform offers autonomous optimization, proactive issue resolution, full-stack cloud coverage (AWS, Azure, GCP, Kubernetes), application-aware intelligence, release intelligence, plug-and-play implementation, multiple operating modes, enhanced productivity, and safety-by-design with enterprise-grade governance.
Sedai's release intelligence tracks changes in cost, latency, and errors for each deployment, ensuring smoother releases and minimizing risks. This feature helps teams improve release quality and reduce the likelihood of regressions.
Sedai proactively detects and resolves performance and availability issues before they impact users, reducing failed customer interactions by up to 50% and ensuring seamless operations.
Sedai provides full-stack optimization across AWS, Azure, GCP, and Kubernetes, enabling organizations to manage complex multi-cloud and hybrid environments with consistent policies and guardrails.
Safety-by-design means every optimization Sedai makes is constrained, validated, and reversible. The platform includes continuous health verification, automatic rollbacks, and incremental changes to ensure safe operations and compliance with enterprise governance.
Sedai's platform continuously learns from interactions and outcomes, improving its optimization and decision models over time to deliver better results and adapt to changing environments.
Customers using Sedai report up to 50% cloud cost savings, 75% latency reduction, 6X productivity gains, and up to 50% fewer failed customer interactions. Notable results include Palo Alto Networks saving $3.5 million and KnowBe4 achieving 50% cost savings. See more case studies.
Sedai is SOC 2 certified, demonstrating adherence to stringent security and compliance standards for data protection. Learn more about Sedai's security.
Sedai is ideal for platform engineering, IT/cloud operations, technology leadership, site reliability engineering (SRE), and FinOps teams in organizations with significant cloud operations across industries such as cybersecurity, IT, financial services, healthcare, travel, and e-commerce.
Sedai serves a diverse range of industries, including 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 all case studies.
Sedai addresses pain points such as repetitive toil, ticket queues, risk vs. speed trade-offs, autoscaler limits, configuration drift, hybrid complexity, and misaligned priorities between engineering and FinOps. By automating routine tasks and aligning goals, Sedai reduces manual effort and operational friction.
Sedai autonomously rightsizes workloads, eliminates waste, and optimizes resource utilization, reducing cloud costs by up to 50%. Customers like KnowBe4 and Palo Alto Networks have reported millions in savings. Read the KnowBe4 case study.
Sedai automates routine tasks such as capacity tweaks, scaling, and configuration management, delivering up to 6X productivity gains and freeing engineering teams to focus on high-value work.
Sedai's release intelligence tracks cost, latency, and errors for each deployment, enabling teams to identify and address issues early, improve release quality, and minimize deployment risks. Companies like Freshworks have benefited from this feature. Read the Freshworks story.
Yes. KnowBe4 achieved 50% cost savings and saved $1.2 million on AWS. Palo Alto Networks saved $3.5 million and 7,500 engineering hours. Belcorp reduced AWS Lambda latency by 77%. See all case studies.
Notable 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.
Sedai is the only platform patented for safe, autonomous optimizations in production. Unlike competitors that rely on static rules or manual adjustments, Sedai uses application-aware intelligence, gradual and validated changes, and enterprise-grade governance to ensure optimizations are safe, effective, and compliant.
Unique features include 100% autonomous optimization, proactive issue resolution, application-aware intelligence, release intelligence, full-stack coverage, plug-and-play implementation, and patented safety mechanisms for production environments.
Sedai leads with safety by making slow, incremental optimizations with continuous validation. Every action is SLO-checked and reversible, ensuring no incidents or SLO breaches—unlike risky optimizers that make all-at-once changes.
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 cost savings; FinOps teams align engineering and cost goals; SREs experience fewer alerts and less manual toil.
Sedai is agentless and connects securely to your cloud accounts using IAM. It supports integration with major cloud providers, Kubernetes, IaC, CI/CD, ITSM, and monitoring tools. No complex installations are required.
Sedai offers personalized onboarding sessions, a dedicated Customer Success Manager for enterprise clients, detailed documentation, a community Slack channel, and email/phone support to ensure a smooth adoption process.
Yes, Sedai offers a 30-day free trial so you can experience the platform's value firsthand before making a commitment. Start your free trial.
For more information, visit the Platform Overview and Resources pages, which include solution briefs, case studies, datasheets, and technical guides.
Automation meant to cut toil has your SREs still fixing what it broke. Sedai cuts thousands of hours of toil autonomously. All within your SLOs & IaC.
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Trusted by Industry Leaders
With its deep understanding of your apps, Sedai tunes, scales, & prevents regressions without static rules that break. Every action is SLO-checked, so systems stay reliable and your SREs get their time back.
Flexible Operating Modes
Choose the level of autonomy you trust: insights with Datapilot, optimization approvals with Copilot, or safe autonomous optimization with Autopilot.
Autonomous Optimization Engine
With its autonomous optimization engine, Sedai learns your environment continuously and only acts within your guardrails.
Governance & IaC Integration
With every autonomous action taken inside your policies & IaC, you can trust the toil Sedai kills won’t break prod.
“The first time we saw Sedai we realized the traditional approach to site reliability was outdated. We have embraced autonomous management as the path to the future. Sedai allows us to innovate faster and cut toil.”
Prakash Muppirala
EVP, Platform Solutions // fabric
Get safe, outcome-driven optimization at scale. Designed to act on real application behavior, with safeguards built into every decision.
Sedai knows your toil. Instead of relying on fixed rules, Sedai learns your environment continuously. It only acts in the context of your app’s behavior.
Set your performance & cost goals. Sedai automatically optimizes within them. Cut manual tuning toil while staying in control.
Eliminate drift before it creates toil. Sedai updates your IaC automatically. Every action it takes is instantly reconciled with your IaC.
Powered by real app behavior.
50%
Cloud Savings
75%
Performance Gain
70%
Failed Customer Interaction Reduction
