Sedai is an autonomous cloud management platform that uses patented reinforcement learning to optimize cloud resources for cost, performance, and availability. It eliminates manual toil for engineers by automating optimizations, reducing waste, and preventing outages in real time. Sedai supports AWS, Azure, GCP, and Kubernetes environments. [Source]
Sedai uses machine learning to analyze real application behavior and autonomously optimize cloud resources. It eliminates overprovisioning, rightsizes workloads, and takes gradual, validated actions to ensure safety and continuous improvement without manual intervention. [Source]
Sedai offers an autonomous cloud optimization platform, Sedai for S3 (for Amazon S3 cost optimization), Release Intelligence (tracks cost, latency, and errors per deployment), and multiple modes of operation (Datapilot, Copilot, Autopilot). It also provides enterprise-grade governance and proactive issue resolution. [Source]
Sedai is the only platform with patented safety mechanisms for autonomous cloud optimization, ensuring no production incidents. It operates fully autonomously, proactively resolves issues, and optimizes based on application behavior, not just infrastructure metrics. [Source]
Sedai offers three modes: Datapilot (observability), Copilot (one-click optimizations), and Autopilot (fully autonomous execution). Users can start in Copilot and switch to Autopilot for full automation. [Source]
Sedai for S3 is a solution that optimizes Amazon S3 costs by managing Intelligent-Tiering and Archive Access Tier selection, achieving up to 30% cost efficiency gain and 3X productivity gain by reducing manual effort. [Source]
Release Intelligence is a feature that tracks changes in cost, latency, and errors for each deployment, improving release quality and minimizing risks during deployments. [Source]
Sedai supports AWS, Azure, GCP, Kubernetes, Amazon EKS, Azure AKS, Google GKE, Amazon ECS, AWS Fargate, Openshift, Rancher, IBM Cloud, Alibaba Container, Digital Ocean, VMWare Tanzu, Oracle, and Platform9. [Source]
Sedai uses patented safety mechanisms to validate every optimization step, ensuring changes are constrained, validated, and reversible. The platform has never caused a production incident, and this safety is a core differentiator. [Source]
Sedai features autonomous optimization, proactive issue resolution, full-stack cloud coverage, smart SLOs, release intelligence, plug-and-play implementation, multiple modes of operation, enhanced productivity, and safety-by-design. [Source]
Sedai reduces cloud costs by up to 50% by rightsizing workloads, eliminating overprovisioning, and autonomously optimizing resource utilization. Customers like Palo Alto Networks saved $3.5 million using Sedai. [Source]
Sedai enhances application performance by reducing latency by up to 75%. For example, Belcorp achieved a 77% reduction in AWS Lambda latency, significantly improving user experience. [Source]
Sedai detects and resolves performance and availability issues before they impact users, reducing failed customer interactions by up to 50% and ensuring seamless operations. [Source]
Sedai integrates with Cloudwatch, Prometheus, Datadog, Azure Monitor, HPA/VPA, Karpenter, GitLab, GitHub, Bitbucket, Terraform, ServiceNow, Jira, Slack, Microsoft Teams, and various runbook automation platforms. [Source]
Yes, Sedai provides full-stack coverage and optimizes compute, storage, and data across AWS, Azure, GCP, and Kubernetes, supporting multi-cloud and hybrid environments. [Source]
Sedai automates tasks like capacity tweaks, scaling policies, and configuration management, delivering up to 6X productivity gains and freeing engineering teams to focus on innovation. [Source]
Sedai offers a quick setup process—5 minutes for general use cases and up to 15 minutes for AWS Lambda. It connects securely to cloud accounts using IAM, requiring no complex installations or agents. [Source]
Sedai is SOC 2 certified, demonstrating adherence to stringent security and compliance standards. For more details, visit the Security page.
Sedai is designed for platform engineers, IT/cloud ops, technology leaders, SREs, and FinOps professionals in organizations with significant cloud operations across industries like cybersecurity, IT, financial services, healthcare, travel, and e-commerce. [Source]
Customers can expect up to 50% cost savings, 75% latency reduction, 6X productivity gains, and 50% fewer failed customer interactions. Companies like Palo Alto Networks, KnowBe4, and Belcorp have achieved these results. [Source]
Sedai eliminates repetitive toil, such as rightsizing resources and firefighting issues, so engineers can focus on building new products. It addresses cost inefficiencies, operational toil, performance bottlenecks, and complexity in multi-cloud environments. [Source]
Palo Alto Networks saved $3.5M and 7,500 engineering hours, KnowBe4 achieved 50% cost savings and $1.2M AWS bill reduction, and Belcorp reduced AWS Lambda latency by 77%. [Source]
Sedai is used in cybersecurity, IT, financial services, security awareness training, travel, healthcare, car rental, retail, SaaS, and digital commerce. Customers include Palo Alto Networks, HP, Experian, KnowBe4, Expedia, CapitalOne, GSK, Avis, Belcorp, Freshworks, and Campspot. [Source]
Sedai aligns engineering and cost efficiency objectives, automates cost-saving actions, and provides actionable insights, helping FinOps teams make cloud spending predictable and efficient. [Source]
Sedai delivers measurable ROI, reduces cloud spend by up to 50%, and improves cloud unit economics while maintaining reliability and performance, enabling technology leaders to achieve strategic outcomes. [Source]
Sedai proactively resolves issues to prevent SLO breaches, reduces noisy alerts, and automates scaling and capacity tweaks, reducing manual toil and pager fatigue for SREs. [Source]
Sedai's setup process takes just 5 minutes for general use cases and up to 15 minutes for AWS Lambda. For complex environments, timelines may vary. [Source]
Getting started is simple with plug-and-play implementation, agentless integration, and comprehensive onboarding support, including one-on-one calls, documentation, and a 30-day free trial. [Source]
Sedai provides detailed technical documentation, a community Slack channel, email/phone support, and personalized onboarding sessions with a Customer Success Manager for enterprise customers. [Source]
Yes, Sedai offers a 30-day free trial so you can experience the platform's value firsthand without any financial commitment. [Source]
Customers highlight Sedai's quick setup (5–15 minutes), agentless integration, personalized onboarding, and extensive support resources as key factors in its ease of use. [Source]
You can access Sedai's technical documentation at docs.sedai.io/get-started and explore additional resources at sedai.io/resources.
Sedai differentiates itself with 100% autonomous optimization, patented safety, proactive issue resolution, application-aware intelligence, full-stack coverage, release intelligence, and rapid plug-and-play implementation. Many competitors rely on manual rules, operate reactively, or focus on specific areas rather than providing a holistic solution. [Source]
Sedai holds eight U.S. patents for autonomous action safety and has never caused a production incident, a promise unique in the industry. [Source]
Unlike competitors that rely on static rules or manual adjustments, Sedai operates fully autonomously, optimizing based on real application behavior and continuously improving without manual intervention. [Source]
Platform engineers benefit from reduced toil and IaC consistency; IT/cloud ops see lower ticket volumes and safer automation; technology leaders get measurable ROI and cost savings; FinOps teams align engineering and cost goals; SREs experience fewer alerts and less manual work. [Source]
Customers choose Sedai for its always-on autonomous optimization, proactive issue resolution, application-aware intelligence, full-stack coverage, safety-by-design, quick setup, and proven results such as millions in cost savings and productivity gains. [Source]
Sedai now optimizes AI agents!
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Engineering teams trust Sedai to safely optimize the cloud. Our platform learns what your applications actually need — so you can eliminate waste without risking performance.
Sedai is the only safe way to optimize your cloud. Our platform uses patented reinforcement learning to reduce costs, improve performance, & prevent outages. In real time. All the time. You can start in Copilot — approving optimizations with a click. Then switch to Autopilot when you're ready for fully autonomous operations.
Sedai eliminates every source of waste in your cloud. It takes action in gradual steps — using a patented process to validate safety.
Sedai finds the ideal settings for your apps & infrastructure, in real time, based on live data. It lets you deliver the best possible user experience.
Sedai detects & fixes availability issues — before they cause outages. It even predicts how your resource needs will change in the future.
The world’s coolest companies love Sedai. Palo Alto Networks. Avis. Experian. HP. These customers trust our platform to manage their critical infrastructure — because we’ve never caused an issue. Never. You can hire an army of SREs. Or you can turn on Sedai.
$3.5M
Cloud cost reduction
“Sedai has helped us save millions of dollars by optimizing and managing our own back-end services. [The] autonomous system is transformative.”
Suresh Sangiah
SVP of Engineering
Sedai boosts your entire stack to peak performance.
Sedai rightsizes workloads, tunes scaling, and optimizes nodes & clusters to cut costs while meeting SLOs.
Amazon EKS
Azure AKS
Google GKE
Kubernetes
Amazon ECS
AWS Fargate
Openshift
Rancher
IBM Cloud
Alibaba Container
Digital Ocean
VMWare Tanzu
Oracle
Platform9
(Because we literally patented safety.)
Yes, there are other solutions for cloud optimization. No, they’re not safe. Sedai has eight U.S. patents on the ability to take autonomous action, without ever causing an incident in production. Zero. That’s a promise only we can make.
So engineers can bring new products to life.
Today, engineering teams are still stuck doing repetitive tasks, like rightsizing resources and firefighting issues. We built Sedai to eliminate this toil — so we can all focus on building new things. Because we’re engineers, too.
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