Frequently Asked Questions
Product Overview & Safety
What is Sedai and how does it optimize the cloud?
Sedai is a patented autonomous cloud management platform that safely optimizes cloud resources for cost, performance, and availability. It uses machine learning to make gradual, validated changes in production, ensuring no incidents or SLO breaches occur. Sedai eliminates manual toil for engineers, allowing them to focus on impactful work. [Source]
How is Sedai different from standard automation tools?
Unlike standard automation that relies on fixed rules and can cause sudden, risky changes, Sedai is patented to optimize based on your SLOs, covers compute, storage, and data, and makes gradual, safe changes with continuous validation. Sedai can operate fully autonomously, maximizing performance and availability without human oversight. [Source]
What makes Sedai's approach to cloud optimization safe?
Sedai is the only platform patented for safe, autonomous cloud optimization. It makes slow, incremental changes, continuously validates optimizations, and ensures every action is constrained, validated, and reversible. This prevents incidents and guarantees SLOs are never breached. [Source]
What is the primary purpose of Sedai's platform?
The primary purpose of Sedai is to eliminate toil for engineers by automating cloud optimization, enabling teams to focus on innovation and impactful work instead of manual tasks. [Source]
How does Sedai ensure changes do not break production?
Sedai makes gradual, validated changes with safety checks, unlike standard automation that can make sudden, disruptive changes. Every optimization is reversible and continuously monitored to ensure production stability. [Source]
What clouds and environments does Sedai support?
Sedai provides full-stack optimization across AWS, Azure, GCP, and Kubernetes environments, covering compute, storage, and data. [Source]
What is patented about Sedai's technology?
Sedai holds patents for its approach to safe, autonomous cloud optimization, enabling it to make validated, gradual changes in production without causing incidents or breaching SLOs. [Source]
How does Sedai maximize performance and availability?
Sedai optimizes based on your SLOs, proactively resolves issues before they impact users, and reduces latency by up to 75%, ensuring high performance and availability. [Source]
Can Sedai operate fully autonomously?
Yes, Sedai can operate in Autopilot mode, executing optimizations without manual intervention, while ensuring safety and compliance through continuous validation and governance. [Source]
How does Sedai's approach help avoid SLO breaches?
Sedai optimizes based on your defined SLOs, makes incremental changes, and continuously monitors health, ensuring that optimizations never cause SLO breaches. [Source]
Features & Capabilities
What are the key features of Sedai's platform?
Sedai offers autonomous optimization, proactive issue resolution, full-stack cloud coverage, release intelligence, plug-and-play implementation, and enterprise-grade governance. It supports multiple modes: Datapilot (observability), Copilot (one-click optimizations), and Autopilot (fully autonomous execution). [Source]
Does Sedai support integration with existing tools?
Yes, 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 (ServiceNow, Jira), notification tools (Slack, Microsoft Teams), and runbook automation platforms. [Source]
What is Release Intelligence in Sedai?
Release Intelligence tracks changes in cost, latency, and errors for each deployment, improving release quality and minimizing risks during deployments. [Source]
How does Sedai handle governance and compliance?
Sedai integrates with Infrastructure as Code (IaC), IT Service Management (ITSM), and compliance workflows, ensuring all changes are safe, auditable, and compliant with enterprise standards. [Source]
What is Sedai for S3?
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. [Source]
What modes of operation does Sedai offer?
Sedai offers three modes: Datapilot (observability), Copilot (one-click optimizations), and Autopilot (fully autonomous execution), allowing flexibility for different operational needs. [Source]
How does Sedai continuously improve its optimization models?
Sedai continuously learns from interactions and outcomes, evolving its optimization and decision models over time for better results. [Source]
What technical documentation is available for Sedai?
Sedai provides detailed technical documentation, including setup guides, feature explanations, and troubleshooting resources, available at docs.sedai.io/get-started. Additional resources like case studies and datasheets are at sedai.io/resources.
Implementation & Onboarding
How long does it take to implement Sedai?
Sedai's setup process is quick: 5 minutes for general use cases and up to 15 minutes for AWS Lambda. More complex environments may vary. [Source]
How easy is it to get started with Sedai?
Sedai offers plug-and-play implementation, agentless integration via IAM, and comprehensive onboarding support, including one-on-one sessions and extensive documentation. [Source]
What support resources are available during onboarding?
Sedai provides personalized onboarding sessions, a dedicated Customer Success Manager for enterprise customers, detailed documentation, a community Slack channel, and email/phone support. [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]
What feedback have customers given about Sedai's ease of use?
Customers praise Sedai's quick setup (5–15 minutes), agentless integration, personalized onboarding, and extensive support resources. The risk-free trial and plug-and-play experience are consistently highlighted as strengths. [Source]
Use Cases & Business Impact
What problems does Sedai solve for cloud teams?
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. [Source]
What business impact can customers expect from Sedai?
Customers can achieve up to 50% cloud cost savings, 75% latency reduction, 6X productivity gains, and 50% fewer failed customer interactions. Notable results include $3.5M saved by Palo Alto Networks and 50% cost savings by KnowBe4. [Source]
Who can benefit from using Sedai?
Sedai is designed for platform engineers, IT/cloud ops, technology leaders, SREs, and FinOps professionals in organizations with significant cloud operations across industries like cybersecurity, IT, finance, healthcare, travel, and e-commerce. [Source]
What are some real-world success stories with Sedai?
KnowBe4 achieved 50% cost savings and $1.2M AWS bill reduction. Palo Alto Networks saved $3.5M and 7,500 engineering hours. Belcorp reduced AWS Lambda latency by 77%. See more at sedai.io/resources.
What industries does Sedai serve?
Sedai serves cybersecurity, IT, financial services, security awareness training, travel, healthcare, car rental, retail/e-commerce, SaaS, and digital commerce industries. [Source]
Who are some of Sedai's customers?
Notable customers include Palo Alto Networks, HP, Experian, KnowBe4, Expedia, CapitalOne Bank, GSK, and Avis. [Source]
Security & Compliance
Is Sedai SOC 2 certified?
Yes, Sedai is SOC 2 certified, demonstrating adherence to stringent security and compliance standards. [Source]
How does Sedai ensure data security?
Sedai follows industry best practices for data protection, validated by SOC 2 certification, and integrates with enterprise compliance workflows for safe, auditable changes. [Source]
Competition & Differentiation
How does Sedai compare to other cloud optimization platforms?
Sedai is the only patented platform for safe, autonomous optimization in production. It makes gradual, validated changes, optimizes based on SLOs, and covers the full stack (compute, storage, data) across AWS, Azure, GCP, and Kubernetes. Most competitors rely on fixed rules, manual oversight, or focus on limited areas. [Source]
What unique features set Sedai apart from competitors?
Sedai's unique features include 100% autonomous optimization, proactive issue resolution, application-aware intelligence, release intelligence, full-stack coverage, and plug-and-play implementation. These enable safe, continuous improvement without manual intervention. [Source]
Why should a customer choose Sedai over other solutions?
Customers should choose Sedai for its patented safety, always-on autonomous optimization, proactive issue resolution, application-aware intelligence, full-stack coverage, and proven results (e.g., $3.5M saved by Palo Alto Networks). [Source]
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 goals for FinOps, and proactively resolves issues for SREs. [Source]