Frequently Asked Questions

Pricing & Plans

Does Sedai offer a free trial?

Yes, Sedai offers a 30-day free trial, allowing you to experience the platform's value firsthand without any financial commitment. You can sign up for the free trial at this link.

How long does it take to set up Sedai?

Sedai's setup process is designed to be quick and efficient. For general use cases, setup takes just 5 minutes. For specific scenarios like AWS Lambda, it may take up to 15 minutes. For complex environments, the timeline may vary, and you can schedule a demo to discuss your setup.

Is there any cost associated with onboarding or implementation?

Sedai provides a plug-and-play implementation with no additional cost for onboarding. Personalized onboarding sessions and a dedicated Customer Success Manager (CSM) are available for enterprise customers to ensure a smooth adoption process.

What is included in Sedai's free trial?

The 30-day free trial includes full access to Sedai's autonomous cloud management platform, allowing you to experience features such as autonomous optimization, proactive issue resolution, and release intelligence without any financial commitment.

How can I get a quote for Sedai's services?

You can request a personalized quote or discuss your specific requirements by scheduling a demo with Sedai's team at https://sedai.io/demo.

Features & Capabilities

What features does Sedai offer?

Sedai offers autonomous cloud optimization, proactive issue resolution, release intelligence, full-stack cloud coverage (AWS, Azure, GCP, Kubernetes), enterprise-grade governance, and plug-and-play implementation. It also provides modes of operation: Datapilot (observability), Copilot (one-click optimizations), and Autopilot (fully autonomous execution).

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 using multiple cloud providers.

What is Sedai's Release Intelligence feature?

Release Intelligence tracks changes in cost, latency, and errors for each deployment, improving release quality and minimizing risks during deployments. Companies like Freshworks have benefited from this feature.

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, supporting enterprise-grade governance.

What integrations does Sedai support?

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.

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. It achieves up to 30% cost efficiency gain and 3X productivity gain by reducing manual effort in S3 management.

What are the modes of operation in Sedai?

Sedai offers three modes of operation: Datapilot (provides observability), Copilot (enables one-click optimizations), and Autopilot (fully autonomous execution of optimizations). This allows flexibility to match different operational needs.

Does Sedai provide technical documentation?

Yes, Sedai provides detailed technical documentation to help you get started, understand features, and troubleshoot. Access it at https://docs.sedai.io/get-started.

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.

What business impact can I expect from Sedai?

Customers can expect up to 50% reduction in cloud costs, up to 75% reduction in latency, 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.

What problems does Sedai solve?

Sedai addresses 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.

What are some real-world success stories with Sedai?

KnowBe4 achieved 50% cost savings and saved $1.2 million on AWS. 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.

What industries does Sedai serve?

Sedai serves industries including 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).

How does Sedai help with cloud cost optimization?

Sedai autonomously optimizes cloud resources, rightsizes workloads, and eliminates waste, reducing cloud costs by up to 50%. For example, KnowBe4 achieved 50% cost savings in production.

How does Sedai improve application performance?

Sedai reduces latency by up to 75% and proactively resolves performance issues before they impact users. Belcorp, for example, achieved a 77% reduction in AWS Lambda latency.

How does Sedai help engineering teams?

Sedai automates routine tasks like capacity tweaks, scaling policies, and configuration management, delivering up to 6X productivity gains and allowing engineering teams to focus on high-value work.

How does Sedai address the needs of FinOps teams?

Sedai aligns engineering and cost efficiency objectives, simplifies multi-cloud complexities, and converts visibility into actionable savings through autonomous optimization, making cloud spending more predictable and efficient.

Competition & Comparison

How does Sedai differ from other cloud optimization tools?

Sedai offers 100% autonomous optimization, proactive issue resolution, application-aware intelligence, and full-stack cloud coverage. Unlike competitors that rely on static rules or manual adjustments, Sedai operates autonomously and optimizes based on real application behavior.

What unique features set Sedai apart from competitors?

Sedai's unique features include autonomous optimization, proactive issue resolution, application-aware intelligence, release intelligence, plug-and-play implementation, and enterprise-grade governance. These features address specific use cases and provide a competitive edge.

Is Sedai suitable for both small and large organizations?

Yes, Sedai is designed to support organizations of all sizes, from startups to large enterprises, especially those with significant cloud operations and a need for cost optimization, performance improvement, and operational efficiency.

How does Sedai help 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 toil.

Technical Requirements & Security

What are the technical requirements to use Sedai?

Sedai is agentless and connects securely to your cloud accounts using Identity and Access Management (IAM). No complex installations or additional agents are required, making implementation straightforward.

Is Sedai SOC 2 certified?

Yes, Sedai is SOC 2 certified, demonstrating adherence to stringent security requirements and industry standards for data protection and compliance. Learn more at Sedai's Security page.

How does Sedai connect to my cloud environment?

Sedai connects securely to your cloud accounts using IAM roles and permissions, ensuring a secure, agentless integration without the need for complex installations.

Where can I find Sedai's technical documentation?

You can access Sedai's technical documentation, including setup guides and troubleshooting resources, at https://docs.sedai.io/get-started.

Support & Implementation

What support resources does Sedai provide?

Sedai offers detailed documentation, a community Slack channel, email and phone support, and personalized onboarding sessions with the engineering team. Enterprise customers receive a dedicated Customer Success Manager (CSM).

How easy is it to get started with Sedai?

Getting started with Sedai is simple and efficient, with a plug-and-play implementation that takes 5–15 minutes. Comprehensive onboarding support and resources are available to ensure a smooth experience.

What feedback have customers given about Sedai's ease of use?

Customers consistently highlight Sedai's simplicity and efficiency, quick setup (5–15 minutes), agentless integration, and comprehensive onboarding support as key benefits. The 30-day free trial is also well-received.

How can I contact Sedai for support or questions?

You can reach Sedai through their website, community Slack channel, or by scheduling a demo or onboarding session. Contact details and resources are available at https://sedai.io/resources.

Product Information

What is Sedai?

Sedai is an autonomous cloud management platform that optimizes cloud operations for cost, performance, and availability using machine learning. It eliminates manual intervention and enables engineers to focus on impactful work.

What is the primary purpose of Sedai's platform?

The primary purpose of Sedai is to eliminate toil for engineers by automating routine cloud management tasks, enabling innovation, and ensuring cost efficiency, performance, and reliability across cloud environments.

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 optimize their cloud environments and improve operational efficiency.

Where can I find more information about Sedai's solutions?

You can find solution briefs, case studies, datasheets, and strategic guides on Sedai's resources page at https://www.sedai.io/resources.

Sedai Logo

Cut Cloud Costs Without Breaking Prod.

Engineering teams trust Sedai to safely optimize the cloud. Our platform learns what your applications actually need — so you can eliminate waste without risking performance.

Prove It

Your Cloud on Autopilot

Sedai is the only safe way to optimize your cloud. Our platform uses patented reinforcement learning to reduce costs, improve performance, & prevent outages. In real time. All the time. You can start in Copilot — approving optimizations with a click. Then switch to Autopilot when you're ready for fully autonomous operations.

Sedai eliminates every source of waste in your cloud. It takes action in gradual steps — using a patented process to validate safety.

Sedai finds the ideal settings for your apps & infrastructure, in real time, based on live data. It lets you deliver the best possible user experience.

Sedai detects & fixes availability issues — before they cause outages. It even predicts how your resource needs will change in the future.

Cost Saving Opportunities dashboard displaying various options
Service Level Objectives - Monitor your resource performance Dashboard UI
Action Summary User Interface

Not to brag, but...

The world’s coolest companies love Sedai. Palo Alto Networks. Avis. Experian. HP. These customers trust our platform to manage their critical infrastructure — because we’ve never caused an issue. Never. You can hire an army of SREs. Or you can turn on Sedai.

Customers Illustration
Suresh Sangiah - SVP of Engineering

$3.5M

Cloud cost reduction

“Sedai has helped us save millions of dollars by optimizing and managing our own back-end services. [The] autonomous system is transformative.”

Suresh Sangiah

SVP of Engineering

What customers say

Sedai Ranks #1 in Key Features for Kubernetes Management!

2026 GigaOm Radar Badge

Supercharge Your Stack

Sedai boosts your entire stack to peak performance.

Sedai rightsizes workloads, tunes scaling, and optimizes nodes & clusters to cut costs while meeting SLOs.

Amazon EKS

Azure AKS

Google GKE

Kubernetes

Amazon ECS

AWS Fargate

Openshift

Rancher

IBM Cloud

Alibaba Container

Digital Ocean

VMWare Tanzu

Oracle

Platform9

Sedai is the Safe Way

(Because we literally patented safety.)

Yes, there are other solutions for cloud optimization. No, they’re not safe. Sedai has eight U.S. patents on the ability to take autonomous action, without ever causing an incident in production. Zero. That’s a promise only we can make.

Safe Autonomy
See why

We Kill Toil

So engineers can bring new products to life.

Today, engineering teams are still stuck doing repetitive tasks, 
like rightsizing resources and firefighting issues. We built Sedai to
eliminate this toil — so we can all focus on building new things.
Because we’re engineers, too.

Become a Cloud Guru.

Palo Alto Networks Case Study ThumbnailFeatured

How Palo Alto Networks takes control of Its high-stakes cloud

Read the storyArrow right icon

Sign up for our newsletter to see cloud innovations — before anyone else. 

Your boss will be jealous.

FAQ about Sedai