Sedai is an autonomous cloud management platform that uses machine learning to optimize cloud resources for cost, performance, and availability. It eliminates manual intervention by automating tasks such as capacity tweaks, scaling policies, and configuration management. Sedai's patented safety-first approach ensures every optimization is gradual, validated, and reversible, preventing incidents or SLO breaches. Learn more.
Sedai offers an autonomous cloud optimization platform, Sedai for S3 (optimizing Amazon S3 costs), Release Intelligence (tracking cost, latency, and errors for each deployment), and multiple modes of operation (Datapilot, Copilot, Autopilot). It also provides enterprise-grade governance, proactive issue resolution, and continuous learning capabilities. See solution briefs.
Sedai is the only cloud optimization platform patented to make safe, autonomous optimizations in production. It performs slow, incremental changes with continuous validation checks, ensuring no incidents or SLO breaches occur. Unlike risky optimizers that make all-at-once changes, Sedai prioritizes safety and reliability. Read more about Sedai's safety.
Sedai's Release Intelligence tracks changes in cost, latency, and errors for each deployment, helping teams improve release quality and minimize risks. This feature is unique to Sedai and ensures smoother, safer deployments. Learn more.
Sedai offers three modes: Datapilot (observability), Copilot (one-click optimizations), and Autopilot (fully autonomous execution). This flexibility allows teams to choose the level of automation and control that fits their operational needs. See solution briefs.
Sedai autonomously optimizes cloud resources for cost, performance, and availability, proactively resolves issues, provides full-stack coverage across AWS, Azure, GCP, and Kubernetes, and automates routine tasks. Benefits include up to 50% cost savings, 75% latency reduction, 6X productivity gains, and improved reliability. See solution briefs.
Yes, Sedai optimizes compute, storage, and data across AWS, Azure, GCP, and Kubernetes environments, providing unified cloud management for modern application teams. Learn more.
Sedai integrates with Infrastructure as Code (IaC), IT Service Management (ITSM), and compliance workflows. Every optimization is constrained, validated, and reversible, with continuous health verification and automatic rollbacks. Read more about Sedai's safety.
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 runbook automation platforms. See integrations.
Sedai for S3 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. Learn more.
Sedai is designed for platform engineers, IT/cloud ops teams, technology leaders, 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, retail, SaaS, and digital commerce. See case studies.
Sedai delivers up to 50% cloud cost savings, 75% latency reduction, 6X productivity gains, and reduces failed customer interactions by up to 50%. For example, Palo Alto Networks saved $3.5 million, KnowBe4 achieved 50% cost savings, and Belcorp reduced AWS Lambda latency by 77%. See case studies.
Sedai addresses cost inefficiencies, operational toil, performance and latency issues, lack of proactive issue resolution, complexity in multi-cloud environments, and misaligned priorities between engineering and FinOps teams. It automates optimization, aligns objectives, and ensures safe, reliable operations. Learn more.
Customers often face fragmentation, repetitive manual tasks, risk vs. speed trade-offs, autoscaler limits, visibility-action gaps, ticket volume, config drift, hybrid complexity, capacity and cost surprises, outcome gaps, cloud spend pressure, tool sprawl, talent bandwidth, release risk, pager fatigue, brittle automation, and misaligned priorities. Sedai addresses these with autonomous optimization and proactive management. See solution briefs.
Sedai's case studies cover 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 case studies.
KnowBe4 achieved 50% cost savings and saved $1.2 million on AWS bills. Palo Alto Networks saved $3.5 million, reduced Kubernetes costs by 46%, and saved 7,500 engineering hours. Belcorp reduced AWS Lambda latency by 77%. Campspot achieved a 34% reduction in AWS Lambda latency. Read KnowBe4's story, Palo Alto Networks case study.
Sedai is trusted by Palo Alto Networks, HP, Experian, KnowBe4, Expedia, CapitalOne Bank, GSK, and Avis. These companies rely on Sedai to optimize their cloud environments and improve operational efficiency. See customer logos.
Customers highlight Sedai's quick setup (5–15 minutes), agentless integration via IAM, personalized onboarding, extensive documentation, community Slack channel, and risk-free 30-day trial. These features make adoption smooth and efficient. See onboarding details.
Sedai's setup process takes just 5 minutes for general use cases and up to 15 minutes for specific scenarios like AWS Lambda. For complex environments, timelines may vary. Book a demo.
Sedai offers plug-and-play implementation, agentless integration via IAM, personalized onboarding sessions, detailed documentation, community Slack channel, email/phone support, and a 30-day free trial. See documentation.
Sedai provides detailed technical documentation for setup, features, and usage at docs.sedai.io/get-started. Additional resources, including case studies and datasheets, are available at sedai.io/resources.
Sedai offers personalized onboarding, a dedicated Customer Success Manager for enterprise customers, community Slack channel, email and phone support, and extensive documentation. See support options.
Sedai is SOC 2 certified, demonstrating adherence to stringent security requirements and industry standards for data protection and compliance. See security details.
Sedai is the only platform patented for safe, autonomous optimizations in production. It operates gradually with continuous validation, preventing incidents and SLO breaches. Sedai offers 100% autonomous optimization, proactive issue resolution, application-aware intelligence, full-stack coverage, release intelligence, and plug-and-play implementation. Competitors often rely on static rules, manual adjustments, or risky all-at-once changes. See solution briefs.
Platform engineers benefit from reduced toil and IaC consistency; IT/cloud ops teams see lower ticket volumes and safe automation; technology leaders achieve measurable ROI and reduced cloud spend; FinOps teams gain actionable savings and simplified multi-cloud management; SREs enjoy proactive issue resolution and reduced pager fatigue. See solution briefs.
Sedai's unique features include patented safety-first autonomous optimization, proactive issue resolution, application-aware intelligence, full-stack cloud coverage, release intelligence, and plug-and-play implementation. These capabilities address specific use cases and provide a competitive edge. See solution briefs.
You can watch Sedai's platform video and featured resources at sedai.io/resources/sedai-platform-video. These resources explain how Sedai safely lowers cloud costs with zero risk to performance.
The Sedai Proof of Value (POV) is a 4-week process that lets you see the impact of autonomous cloud optimization firsthand in your environment. Watch the POV video.
Informed IQ cut over 900 hours of engineering toil by using Sedai to optimize AWS Lambda functions on autopilot, eliminating manual intervention. See case study.
KnowBe4 saved more than $1.2 million in cloud costs and eliminated thousands of hours of engineering toil by using Sedai's autonomous optimization. Watch KnowBe4's testimonial.
Sedai's engineering team built GPU optimization from scratch, addressing challenges where standard metrics fail. This episode details how Sedai's patented approach ensures safe, effective GPU optimization. Watch the video.
Sedai provides expert guides, playbooks, and case studies at sedai.io/resources. These resources cover topics like AI transitions, on-prem deployment, startup playbooks, and cloud optimization strategies.
Sedai offers a range of resources, including case studies, demos, expert guides, product sheets, and videos, to help you master cloud optimization. Explore these at sedai.io/resources.
The world's top brands are using AI to build a better cloud. Look inside companies like Palo Alto Networks and HP — where the cloud is now driving itself.
Sedai
Content Writer
December 17, 2025
