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 learning what your applications need and taking safe, autonomous actions to reduce waste, improve performance, and prevent outages in real time.
Sedai leverages machine learning and patented safety mechanisms to analyze live application data, identify optimization opportunities, and take gradual, validated actions. Users can start in Copilot mode (approve optimizations with a click) and move to Autopilot for fully autonomous operations, ensuring safety and continuous improvement without manual intervention.
Sedai is the only platform with patented autonomous action technology and a proven record of zero production incidents. Unlike competitors that rely on static rules or manual adjustments, Sedai operates 100% autonomously, proactively resolves issues before they impact users, and optimizes based on real application behavior. It also offers full-stack coverage across compute, storage, and data for AWS, Azure, GCP, and Kubernetes environments.
The primary purpose of Sedai is to eliminate repetitive engineering toil and enable teams to focus on innovation by automating cloud optimization, cost management, and reliability improvements through a self-driving cloud approach.
Sedai offers autonomous optimization, proactive issue resolution, release intelligence, full-stack cloud coverage, smart SLOs, plug-and-play implementation, and multiple modes of operation (Datapilot, Copilot, Autopilot). It supports compute, storage, data, and container environments, and integrates with leading cloud and DevOps tools.
Sedai reduces cloud costs by up to 50% by rightsizing workloads, eliminating overprovisioning, and autonomously optimizing resource utilization based on real-time application needs. Customers like Palo Alto Networks have saved $3.5 million using Sedai.
Yes, Sedai enhances application performance by reducing latency by up to 75%. For example, Belcorp achieved a 77% reduction in AWS Lambda latency, and Campspot saw a 34% reduction, resulting in better user experiences.
Sedai detects and resolves availability issues before they cause outages, predicts future resource needs, and reduces failed customer interactions by up to 50% through proactive issue resolution and continuous health verification.
Sedai holds eight U.S. patents for its autonomous action technology, which ensures every optimization is constrained, validated, and reversible. This patented process guarantees safe operations and has resulted in zero production incidents for customers.
Sedai offers three modes: Datapilot (observability), Copilot (one-click optimizations), and Autopilot (fully autonomous execution). This allows teams to choose their preferred level of automation and control.
Sedai supports AWS, Azure, GCP, Kubernetes (including EKS, AKS, GKE), Amazon ECS, AWS Fargate, Openshift, Rancher, IBM Cloud, Alibaba Container, Digital Ocean, VMWare Tanzu, Oracle, and Platform9, providing comprehensive optimization for containers, VMs, serverless, storage, and data/streaming workloads.
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 tools (ServiceNow, Jira), notification tools (Slack, Microsoft Teams), and various runbook automation platforms.
Yes, Sedai integrates with IaC tools and ITSM systems to ensure safe, auditable changes and compliance with enterprise governance requirements.
Sedai is designed for platform engineers, IT/cloud operations teams, technology leaders (CTO, CIO, VP Engineering), site reliability engineers (SREs), and FinOps professionals in organizations with significant cloud operations across industries such as cybersecurity, IT, financial services, healthcare, travel, e-commerce, and SaaS.
Customers can expect up to 50% cloud cost savings, 75% latency reduction, 6X productivity gains, 50% fewer failed customer interactions, and improved release quality. For example, Palo Alto Networks saved $3.5 million, KnowBe4 achieved 50% cost savings, and Belcorp reduced AWS Lambda latency by 77%.
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.
Sedai automates repetitive tasks such as rightsizing, scaling, and configuration management, freeing engineers to focus on innovation and reducing manual intervention by up to 6X productivity gains.
Notable success stories include Palo Alto Networks saving $3.5 million, KnowBe4 achieving 50% cost savings and $1.2 million AWS bill reduction, Belcorp reducing AWS Lambda latency by 77%, and Campspot achieving a 34% latency reduction. See more at Sedai customers.
Sedai is used in cybersecurity (Palo Alto Networks), IT (HP), financial services (Experian, CapitalOne Bank), security awareness training (KnowBe4), travel/hospitality (Expedia), healthcare (GSK), car rental (Avis), retail/e-commerce (Belcorp), SaaS (Freshworks), and digital commerce (Campspot).
Customers praise Sedai's plug-and-play setup (5–15 minutes), agentless integration, personalized onboarding, and comprehensive support resources, including documentation, a community Slack channel, and a 30-day free trial.
Sedai's setup process takes just 5 minutes for general use cases and up to 15 minutes for specific scenarios like AWS Lambda. More complex environments may vary, and personalized onboarding is available.
Yes, Sedai connects securely to your cloud accounts using Identity and Access Management (IAM), eliminating the need for complex installations or additional agents.
Sedai provides personalized onboarding sessions, a dedicated Customer Success Manager for enterprise customers, detailed documentation, a community Slack channel, and email/phone support. A 30-day free trial is also available.
Technical documentation is available at https://docs.sedai.io/get-started, with additional resources, case studies, and guides at https://sedai.io/resources.
Yes, Sedai is SOC 2 certified, demonstrating adherence to stringent security requirements and industry standards for data protection and compliance. Learn more at Sedai Security.
Sedai's patented safety mechanisms ensure every optimization is constrained, validated, and reversible. The platform has never caused a production incident, providing a unique safety guarantee for autonomous cloud management.
Sedai stands out with 100% autonomous optimization, proactive issue resolution, application-aware intelligence, patented safety, and full-stack coverage. Unlike competitors that require manual intervention or operate reactively, Sedai delivers continuous, safe, and measurable improvements across cost, performance, and reliability.
Sedai's unique features include patented autonomous action technology, proactive issue resolution, application-aware intelligence, release intelligence, plug-and-play implementation, and a proven record of zero production incidents. These capabilities provide a holistic, safe, and efficient approach to cloud optimization.
Sedai automates routine tasks for platform engineers, reduces ticket volume for IT/cloud ops, delivers measurable ROI for technology leaders, aligns engineering and cost efficiency for FinOps, and proactively resolves issues for SREs, making it valuable for a wide range of cloud management professionals.
Sedai is trusted by leading companies such as Palo Alto Networks, HP, Experian, KnowBe4, Expedia, CapitalOne Bank, GSK, and Avis. These organizations rely on Sedai to manage and optimize their critical cloud infrastructure.
Palo Alto Networks saved $3.5 million and performed over 2 million autonomous remediations in one year. KnowBe4 achieved 50% cost savings and $1.2 million AWS bill reduction. Belcorp reduced AWS Lambda latency by 77%. These results are documented in public case studies.
You can explore detailed customer stories and case studies at https://sedai.io/customers and https://sedai.io/resources.
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.
Featured
Your boss will be jealous.
