Sedai's autonomous cloud optimization platform uses patented machine learning to optimize cloud resources for cost, performance, and availability. It operates safely in production, making gradual, validated changes without causing incidents or breaching SLOs. This eliminates manual intervention and enables engineers to focus on impactful work. Learn more.
Sedai is the only cloud optimization platform patented for safe, autonomous optimizations. It makes slow, incremental changes, continuously validating each step to prevent incidents or SLO breaches. Unlike risky optimizers, Sedai never makes all-at-once changes and guarantees reversibility and auditability. Read more.
Sedai offers three modes: Datapilot (observability), Copilot (one-click optimizations), and Autopilot (fully autonomous execution). This flexibility allows teams to choose their preferred level of automation and control. See details.
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.
Release Intelligence tracks changes in cost, latency, and errors for each deployment, improving release quality and minimizing risks. Companies like Freshworks have benefited from this feature. See case study.
Sedai offers 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. Explore features.
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 monitoring tools (Cloudwatch, Prometheus, Datadog, Azure Monitor), Kubernetes autoscalers (HPA/VPA, Karpenter), IaC & CI/CD platforms (GitLab, GitHub, Bitbucket, Terraform), ITSM tools (ServiceNow, Jira), notification tools (Slack, Microsoft Teams), and runbook automation platforms. See integration details.
Sedai automates routine tasks like capacity tweaks, scaling policies, and configuration management, delivering up to 6X productivity gains. For example, Palo Alto Networks performed over 2 million autonomous remediations in one year. Read case study.
Sedai is ideal 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. 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 $3.5M, KnowBe4 saved $1.2M, 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. Learn more.
Customers often face fragmentation, repetitive toil, risk vs. speed trade-offs, autoscaler limits, visibility-action gaps, ticket volume, config drift, hybrid complexity, capacity surprises, outcome gaps, cloud spend pressure, tool sprawl, talent bandwidth, release risk, pager fatigue, brittle automation, and misaligned priorities. Sedai addresses these through autonomous optimization and proactive management. See details.
Palo Alto Networks used Sedai's autonomous optimization to save $3.5M, reduce Kubernetes costs by 46%, and save 7,500 engineering hours. They performed over 2 million autonomous remediations in one year. Read the case study.
KnowBe4 achieved up to 50% cost savings in production, improved customer experience with AWS Lambda, and saved $1.2M on their AWS bill despite rapid growth. See case study.
Belcorp reduced AWS Lambda latency by 77% using Sedai, significantly enhancing application performance and user experience. See case studies.
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 all case studies.
Notable customers include Palo Alto Networks, HP, Experian, KnowBe4, Expedia, CapitalOne Bank, GSK, and Avis. These companies trust Sedai to optimize their cloud environments and improve operational efficiency. See customer logos.
Sedai is patented for safe, autonomous optimizations in production, making gradual, validated changes. Unlike competitors that rely on static rules or manual adjustments, Sedai operates autonomously, proactively resolves issues, and optimizes based on application behavior. It offers full-stack coverage and unique release intelligence. See comparison.
Platform engineers benefit from reduced toil and IaC consistency; IT/cloud ops teams see lower ticket volumes and safe automation; technology leaders gain measurable ROI and reduced spend; FinOps teams align engineering and cost efficiency; SREs enjoy proactive issue resolution and reduced pager fatigue. Learn more.
Sedai's patented safety-first autonomous optimization, proactive issue resolution, application-aware intelligence, full-stack coverage, release intelligence, and plug-and-play implementation differentiate it from competitors. See feature comparison.
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, and email/phone support. A 30-day free trial is available. Access documentation.
Sedai provides detailed technical documentation covering features, setup, and usage. Access it at docs.sedai.io/get-started. Additional resources include case studies, datasheets, and guides at sedai.io/resources.
Customers praise Sedai's quick setup (5–15 minutes), agentless integration, personalized onboarding, extensive documentation, community Slack, and risk-free 30-day trial. These features ensure minimal disruption and smooth adoption. See onboarding details.
Sedai is SOC 2 certified, demonstrating adherence to stringent security requirements and industry standards for data protection and compliance. See security details.
Sedai integrates with Infrastructure as Code (IaC), IT Service Management (ITSM), and compliance workflows to ensure safe, auditable changes. Every optimization is constrained, validated, and reversible. Learn more.
You can watch Sedai's platform video, which explains how Sedai safely lowers cloud costs with zero risk to performance, at sedai.io/resources/sedai-platform-video.
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 video.
Informed cut over 900 hours of engineering toil by using Sedai to optimize AWS Lambda functions on autopilot, with no manual intervention. See case study.
Sedai's engineering team built GPU optimization from scratch, addressing challenges where standard metrics fail. This enables efficient GPU resource management in Kubernetes environments. Watch video.
KnowBe4 saved more than $1.2 million in cloud costs and eliminated thousands of hours of engineering toil using Sedai. Watch video.
Sedai offers case studies, expert guides, product sheets, demos, and videos at sedai.io/resources. These resources help you become a cloud optimization expert.
You can watch customer video testimonials, including KnowBe4's story, at sedai.io/resources/knowbe4-video-testimonial.
Expert guides and playbooks, such as "The Startup Within A Startup Playbook" and "The 23-Minute Playbook for On-Prem Products," are available at sedai.io/resources.
See how Sedai's AI agent saved Palo Alto Networks $3.5M in Kubernetes optimization autonomously & safely.
Sedai
Content Writer
December 22, 2025
