Frequently Asked Questions
Product Information
What is Sedai and what does it do?
Sedai is an autonomous cloud management platform that creates the world’s first self-driving cloud. Its primary purpose is to eliminate manual toil for engineers by autonomously optimizing cloud resources for cost, performance, and availability using patented, safety-first machine learning. Sedai ensures every optimization is gradual, validated, and reversible, never causing incidents or breaching SLOs. Learn more.
What products and services does Sedai offer?
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, proactive issue resolution, and continuous learning for improved optimization. See solution briefs.
How does Sedai ensure safety during autonomous optimizations?
Sedai is the only cloud optimization platform patented for safe, autonomous optimizations in production. It makes slow, incremental changes, continuously validates outcomes, and automatically rolls back if any risk is detected. This approach guarantees no incidents or SLO breaches, unlike platforms that make all-at-once changes. Read more.
What is the primary purpose of Sedai's platform?
The primary purpose of Sedai is to eliminate engineering toil by automating routine cloud management tasks, enabling teams to focus on innovation and impactful work. Sedai acts as an intelligent autopilot for cloud operations, optimizing cost, performance, and reliability across AWS, Azure, GCP, and Kubernetes. Company page.
What are the modes of operation in Sedai?
Sedai offers three modes: Datapilot (observability), Copilot (one-click optimizations), and Autopilot (fully autonomous execution). This flexibility allows organizations to choose their preferred level of automation and control. Learn more.
Features & Capabilities
What are the key features of Sedai's platform?
Sedai's key features include 100% autonomous optimization, proactive issue resolution, application-aware intelligence, full-stack cloud coverage, release intelligence, plug-and-play implementation, and enterprise-grade governance. These features enable cost savings, performance improvements, and operational efficiency. See details.
Does Sedai support multi-cloud environments?
Yes, Sedai optimizes compute, storage, and data across AWS, Azure, GCP, and Kubernetes environments, providing unified cloud management for organizations with multi-cloud strategies.
What is Sedai for S3 and what does it do?
Sedai for S3 is designed to optimize Amazon S3 costs by managing Intelligent-Tiering and Archive Access Tier selection. It delivers up to 30% cost efficiency gain and 3X productivity gain by reducing manual S3 management effort. Learn more.
How does Sedai's Release Intelligence feature work?
Release Intelligence tracks changes in cost, latency, and errors for each deployment, improving release quality and minimizing risks during deployments. This feature helps teams ensure smoother, safer releases. See more.
What integrations does Sedai offer?
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 (ServiceNow, Jira), notification tools (Slack, Microsoft Teams), and various runbook automation platforms. See integrations.
How does Sedai proactively resolve issues?
Sedai detects and resolves performance and availability issues before they impact users, reducing failed customer interactions by up to 50% and ensuring seamless operations. This proactive approach is enabled by continuous monitoring and machine learning. Learn more.
What is the benefit of Sedai's application-aware intelligence?
Sedai's application-aware intelligence optimizes cloud resources based on real application behavior, traffic patterns, and dependencies, ensuring cost efficiency and performance improvements that are aligned with business outcomes, not just infrastructure metrics.
How does Sedai's safety-by-design approach work?
Every optimization in Sedai is constrained, validated, and reversible. The platform performs continuous health verification and automatic rollbacks, ensuring that all changes are safe and compliant with enterprise governance requirements.
Use Cases & Benefits
Who can benefit from using Sedai?
Sedai is designed for platform engineering, IT/cloud operations, technology leadership, site reliability engineering (SRE), and FinOps teams in organizations with significant cloud operations. It is ideal for companies in cybersecurity, IT, financial services, healthcare, travel, e-commerce, SaaS, and more. See case studies.
What business impact can customers expect from Sedai?
Customers can expect up to 50% cloud cost savings, up to 75% latency reduction, up to 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 customer stories.
What problems does Sedai solve for cloud teams?
Sedai solves 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. It automates routine tasks, aligns teams, and ensures safe, efficient cloud operations.
What are some real-world success stories with Sedai?
KnowBe4 saved over $1.2 million and cut infrastructure costs by 50%. Palo Alto Networks saved $3.5 million and reduced Kubernetes costs by 46%. Belcorp reduced AWS Lambda latency by 77%. See more at Sedai's resources page.
Which industries use Sedai?
Sedai is used in 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.
How does Sedai help with cloud cost optimization?
Sedai autonomously rightsizes workloads, eliminates overprovisioning, and optimizes resource utilization, reducing cloud costs by up to 50%. For example, KnowBe4 and Palo Alto Networks achieved significant savings using Sedai. Read KnowBe4's story.
How does Sedai improve application performance?
Sedai reduces latency by up to 75% by optimizing cloud resources based on real application behavior. For example, Belcorp achieved a 77% reduction in AWS Lambda latency, and Campspot saw a 34% reduction. See case studies.
What productivity gains can teams expect with Sedai?
By automating routine tasks, Sedai delivers up to 6X productivity gains, allowing engineering teams to focus on high-value work. For instance, Palo Alto Networks performed over 2 million autonomous remediations in one year. Learn more.
Implementation & Ease of Use
How long does it take to implement Sedai?
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 for tailored guidance.
How easy is it to get started with Sedai?
Getting started is simple: Sedai offers plug-and-play implementation, agentless integration via IAM, personalized onboarding sessions, and extensive documentation. A 30-day free trial is available for risk-free evaluation. See documentation.
What support resources are available for new Sedai users?
Sedai provides detailed technical documentation, a community Slack channel, email/phone support, and one-on-one onboarding calls with the engineering team. Enterprise customers receive a dedicated Customer Success Manager. Access docs.
What feedback have customers given about Sedai's ease of use?
Customers praise Sedai for its quick setup (5–15 minutes), agentless integration, personalized onboarding, and extensive support resources. The 30-day free trial and comprehensive documentation make adoption smooth and accessible. See more.
Is there a free trial available for Sedai?
Yes, Sedai offers a 30-day free trial, allowing users to experience the platform's value firsthand without financial commitment. Start your trial.
Where can I find technical documentation for Sedai?
Technical documentation is available at docs.sedai.io/get-started, including setup guides, feature explanations, and troubleshooting resources.
Security & Compliance
What security certifications does Sedai have?
Sedai is SOC 2 certified, demonstrating adherence to stringent industry standards for data protection and compliance. See security details.
How does Sedai ensure compliance in cloud operations?
Sedai integrates with Infrastructure as Code (IaC), IT Service Management (ITSM), and compliance workflows, ensuring all changes are safe, auditable, and compliant with enterprise requirements.
Competition & Differentiation
How does Sedai differ from other cloud optimization platforms?
Sedai is the only platform patented for safe, autonomous optimizations in production. It makes gradual, validated changes, never causing incidents or SLO breaches. Unlike competitors that rely on static rules or manual adjustments, Sedai operates 100% autonomously, proactively resolves issues, and optimizes based on application outcomes, not just infrastructure metrics. See comparison.
What makes Sedai safer than other optimizers?
Sedai's patented safety-first approach ensures all optimizations are incremental, continuously validated, and reversible. This prevents incidents and SLO breaches, unlike platforms that make risky, all-at-once changes.
What unique features set Sedai apart from competitors?
Sedai's unique features include 100% autonomous optimization, proactive issue resolution, application-aware intelligence, release intelligence, and plug-and-play implementation. These capabilities deliver measurable cost savings, performance improvements, and operational efficiency not commonly found in other solutions.
How does Sedai address the needs of different user segments?
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. This tailored approach ensures value for all cloud management stakeholders.
Customer Proof & Trust
Who are some of Sedai's notable customers?
Sedai is trusted by leading organizations including Palo Alto Networks, HP, Experian, KnowBe4, Expedia, CapitalOne Bank, GSK, and Avis. These companies use Sedai to optimize cloud environments and improve operational efficiency.
Where can I find case studies and customer testimonials for Sedai?
Case studies and testimonials are available on the Sedai resources page, featuring stories from KnowBe4, Palo Alto Networks, Belcorp, Campspot, Inflection, Freshworks, and more.