Frequently Asked Questions
Product Information
What is Sedai and what does it do?
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 costs, improving performance, and preventing outages in real time. Sedai supports AWS, Azure, GCP, and Kubernetes environments. [Source]
How does Sedai's patented safety process work?
Sedai's patented safety process validates every optimization step before taking action, ensuring that changes do not cause incidents in production. The platform has eight U.S. patents on autonomous action, and Sedai has never caused a production issue for its customers. [Source]
What are the main products and services offered by Sedai?
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 (observability), Copilot (one-click optimizations), and Autopilot (fully autonomous execution). [Source]
What cloud environments does Sedai support?
Sedai supports AWS, Azure, GCP, and Kubernetes environments, optimizing compute, storage, and data resources across these platforms. [Source]
How does Sedai help eliminate toil for engineers?
Sedai automates repetitive tasks such as rightsizing resources, tuning scaling, and managing configurations, allowing engineers to focus on innovation instead of manual optimizations. [Source]
Features & Capabilities
What are the key features of Sedai's platform?
Sedai's key features include autonomous optimization, proactive issue resolution, full-stack cloud coverage, smart SLOs, release intelligence, plug-and-play implementation, multiple modes of operation (Datapilot, Copilot, Autopilot), enhanced productivity, and safety-by-design. [Source]
How does Sedai optimize cloud costs?
Sedai reduces cloud costs by up to 50% by autonomously rightsizing workloads, eliminating waste, and optimizing resource utilization based on real application behavior. [Source]
How does Sedai improve application performance?
Sedai enhances application performance by reducing latency by up to 75%, tuning settings in real time based on live data, and proactively resolving performance bottlenecks. For example, Belcorp achieved a 77% reduction in AWS Lambda latency using Sedai. [Source]
What is proactive issue resolution in Sedai?
Sedai proactively detects and resolves performance and availability issues before they impact users, reducing failed customer interactions by up to 50% and ensuring seamless operations. [Source]
What is Release Intelligence and how does it work?
Release Intelligence is a feature in Sedai that tracks changes in cost, latency, and errors for each deployment, improving release quality and minimizing risks during deployments. [Source]
What modes of operation does Sedai offer?
Sedai offers three modes of operation: Datapilot (observability), Copilot (one-click optimizations), and Autopilot (fully autonomous execution), allowing users to choose their preferred level of automation. [Source]
Does Sedai support integration with existing tools and workflows?
Yes, 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. [Source]
What is Sedai for S3?
Sedai for S3 is a specialized 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 in S3 management. [Source]
How does Sedai ensure safe and auditable changes?
Sedai integrates with Infrastructure as Code (IaC), IT Service Management (ITSM), and compliance workflows to ensure all changes are safe, validated, and auditable. Every optimization is constrained, validated, and reversible. [Source]
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 professionals in organizations with significant cloud operations across industries such as cybersecurity, IT, financial services, healthcare, travel, and e-commerce. [Source]
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% reduction in failed customer interactions. For example, Palo Alto Networks saved $3.5 million, and KnowBe4 achieved 50% cost savings in production. [Source]
What problems does Sedai solve for cloud teams?
Sedai solves problems such as cost inefficiencies, operational toil, performance and latency issues, lack of proactive issue resolution, complexity in multi-cloud and hybrid environments, and misaligned priorities between engineering and FinOps teams. [Source]
What are some real-world examples of Sedai's impact?
KnowBe4 achieved 50% cost savings and saved $1.2 million on AWS bills. Palo Alto Networks saved $3.5 million and reduced Kubernetes costs by 46%. Belcorp reduced AWS Lambda latency by 77%. [KnowBe4], [Palo Alto Networks]
Which industries are represented in Sedai's case studies?
Sedai's case studies cover industries such as cybersecurity, IT, financial services, security awareness training, travel and hospitality, healthcare, car rental services, retail and e-commerce, SaaS, and digital commerce. [Source]
Who are some of Sedai's customers?
Notable customers include Palo Alto Networks, HP, Experian, KnowBe4, Expedia, CapitalOne Bank, GSK, and Avis. These companies trust Sedai to manage their critical cloud infrastructure. [Source]
What feedback have customers given about Sedai's ease of use?
Customers highlight Sedai's quick plug-and-play setup (5–15 minutes), agentless integration, personalized onboarding, detailed documentation, and risk-free 30-day trial as key factors for ease of use. [Source]
Implementation & Technical Requirements
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. More complex environments may require additional time. [Source]
How easy is it to get started with Sedai?
Getting started is simple: Sedai connects securely to your cloud accounts using IAM, requires no agents, and offers comprehensive onboarding support, documentation, and a 30-day free trial. [Source]
Where can I find technical documentation for Sedai?
Technical documentation for Sedai is available at https://docs.sedai.io/get-started. Additional resources, including case studies and datasheets, are available at https://sedai.io/resources.
What integrations does Sedai offer?
Sedai integrates with monitoring 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 runbook automation platforms. [Source]
Is there a free trial available for Sedai?
Yes, Sedai offers a 30-day free trial so you can experience the platform's value firsthand without financial commitment. [Source]
Does Sedai require agents to be installed?
No, Sedai uses agentless integration, connecting securely to your cloud accounts via IAM, which simplifies setup and reduces complexity. [Source]
What support resources are available for Sedai users?
Sedai provides personalized onboarding sessions, a dedicated Customer Success Manager for enterprise customers, detailed documentation, a community Slack channel, and email/phone support. [Source]
Security & Compliance
What security and compliance certifications does Sedai have?
Sedai is SOC 2 certified, demonstrating adherence to stringent security requirements and industry standards for data protection and compliance. [Source]
How does Sedai ensure data security?
Sedai follows industry best practices for data protection, validated by its SOC 2 certification, and integrates with compliance workflows to ensure safe and auditable changes. [Source]
Competition & Comparison
How does Sedai differ from other cloud optimization solutions?
Sedai offers 100% autonomous optimization, proactive issue resolution, application-aware intelligence, full-stack cloud coverage, release intelligence, and plug-and-play setup. Unlike competitors, Sedai operates autonomously, validates every change, and has patented safety mechanisms. [Source]
What unique features set Sedai apart from competitors?
Sedai's unique features include patented autonomous optimization, proactive issue resolution before outages occur, application-aware intelligence, release intelligence, and a quick, agentless setup process. [Source]
Why should a customer choose Sedai over other solutions?
Customers choose Sedai for its always-on autonomous optimization, proven cost savings (up to 50%), proactive issue resolution, application-aware intelligence, full-stack coverage, safety-by-design, quick setup, and measurable results (e.g., $3.5M saved by Palo Alto Networks). [Source]
What advantages does Sedai provide for different user segments?
Platform engineers benefit from reduced toil and IaC consistency; IT/cloud ops teams see lower ticket volumes and safer automation; technology leaders gain measurable ROI and reduced spend; FinOps teams get actionable savings; SREs experience fewer alerts and less manual work. [Source]