Sedai autonomously optimizes VMs by rightsizing instance type, vCPU, memory, and storage settings based on real workload behavior. This eliminates manual tuning and ensures that optimizations are always aligned with your business goals. Sedai's patented approach ensures every change is safe, gradual, and validated in production, never causing incidents or breaching SLOs.
Autonomous compute and storage rightsizing means Sedai automatically adjusts VM instance type, vCPU, memory, and storage performance settings based on how your workloads actually behave. This ensures optimal resource allocation and cost savings without manual intervention.
Sedai understands how deployments and workload changes impact VM performance and cost. It only optimizes when behavior is within safe, normal ranges, ensuring that changes do not disrupt production or cause incidents.
Sedai continuously monitors for signs of saturation, latency, and resource pressure. It proactively adjusts VM resources based on application behavior to keep VMs fast and reliable, reducing failed customer interactions by up to 70%.
Sedai is the only cloud optimization platform patented to make safe, autonomous optimizations in production. It uses gradual, incremental changes with continuous validation checks, ensuring no incidents or SLO breaches. Every optimization is constrained, validated, and reversible.
Sedai optimizes VMs using a gradual, incremental approach. It performs continuous validation checks to ensure each change is safe and does not impact production workloads.
Sedai can adjust VM resources such as instance type, vCPU, and memory based on real-time application needs, ensuring optimal scaling and performance without manual intervention.
Sedai uses machine learning to analyze your application's behavior, workload patterns, and performance data. It then rightsizes VM instance type, vCPU, and memory to match your goals for cost, performance, and reliability.
Application-aware intelligence means Sedai learns how your app responds to compute demand, how releases affect performance, and how capacity impacts cost. This ensures every optimization is outcome-driven and safe for production workloads.
Yes, Sedai optimizes VMs across AWS, Azure, and GCP, providing full-stack cloud coverage from a single platform. No VM change happens in isolation—Sedai considers compute, data, storage, and AI context for every optimization.
Sedai can reduce cloud costs by up to 50% through autonomous optimization, rightsizing, and eliminating overprovisioning. These savings are based on real customer outcomes, such as Palo Alto Networks saving $3.5 million using Sedai.
Engineering teams can experience up to 6X productivity gains by automating routine VM management tasks, freeing up time for innovation and higher-value work.
Every optimization Sedai makes is constrained, validated, and reversible. Sedai uses continuous health verification, automatic rollbacks, and incremental changes to guarantee safe operations in production environments.
Sedai's proactive issue resolution can reduce failed customer interactions by up to 70%, ensuring higher reliability and better user experiences.
Sedai's autonomous rightsizing and continuous optimization can deliver up to 75% utilization gain, maximizing the value of your cloud investment.
Sedai tracks changes in cost, latency, and errors for each deployment, ensuring that VM optimizations are release-aware and do not introduce risk during application updates.
Full-stack cloud coverage means Sedai optimizes VMs as part of your entire cloud environment, considering compute, storage, data, and AI resources across AWS, Azure, and GCP. This holistic approach ensures no VM change happens in isolation.
Sedai's autonomous optimization and rightsizing eliminate overprovisioning and waste, making cloud costs more predictable and aligned with actual usage.
Sedai detects early signs of resource saturation and latency, then proactively adjusts VM resources to resolve bottlenecks before they impact users or applications.
Unlike traditional tools that rely on static rules or manual recommendations, Sedai is patented to make safe, autonomous optimizations in production. It uses application-aware intelligence, gradual changes, and continuous validation to ensure safety and effectiveness, while competitors may risk incidents with all-at-once changes.
Sedai's plug-and-play implementation allows you to get started in as little as 5 minutes for general use cases. For more complex scenarios, such as AWS Lambda, setup may take up to 15 minutes. Personalized onboarding and documentation are available for support.
Yes, Sedai connects securely to your cloud accounts using Identity and Access Management (IAM), eliminating the need for complex installations or additional agents.
Sedai offers personalized onboarding sessions, a dedicated Customer Success Manager for enterprise customers, detailed documentation, a community Slack channel, and email/phone support to ensure a smooth adoption process.
Yes, Sedai offers a 30-day free trial so you can experience the platform's value and safety firsthand before making a commitment.
Comprehensive technical documentation is available at docs.sedai.io/get-started, including setup guides, feature explanations, and troubleshooting tips.
Sedai supports VM optimization across AWS (Amazon EC2), Azure, and GCP, allowing you to optimize your entire stack from a single platform.
Sedai integrates with monitoring and APM tools (Cloudwatch, Prometheus, Datadog, Azure Monitor), IaC and CI/CD tools (GitLab, GitHub, Bitbucket, Terraform), ITSM tools (ServiceNow, Jira), notification tools (Slack, Microsoft Teams), and supports runbook automation platforms.
Yes, Sedai integrates with IaC tools like Terraform and supports workflows that ensure safe, auditable, and compliant changes to your VM infrastructure.
Yes, Sedai is SOC 2 certified, demonstrating adherence to stringent security and compliance standards for data protection. Learn more at Sedai Security.
Sedai integrates with ITSM and compliance workflows, ensuring all VM optimizations are safe, auditable, and compliant with enterprise governance requirements.
Sedai's patented safety mechanisms include gradual, incremental changes, continuous validation, and automatic rollbacks. This ensures that no optimization ever causes an incident or breaches SLOs in production.
Sedai's VM optimization is ideal for platform engineers, IT/cloud ops, technology leaders, SREs, and FinOps teams in organizations with significant cloud operations across industries such as cybersecurity, IT, financial services, healthcare, travel, and e-commerce.
Customers like Palo Alto Networks saved $3.5 million and reduced Kubernetes costs by 46%. KnowBe4 achieved 50% cost savings in production. Belcorp reduced AWS Lambda latency by 77%. These results demonstrate Sedai's ability to deliver measurable cost savings and performance improvements. Read the Palo Alto Networks case study.
Sedai's case studies include 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).
Customers consistently highlight Sedai's simplicity, quick setup (5–15 minutes), agentless integration, comprehensive onboarding, and risk-free trial as key benefits. Suresh Sangiah, SVP of Engineering at Palo Alto Networks, noted that Sedai helped save millions and enabled real-time anomaly response.
Notable customers include Palo Alto Networks, HP, Experian, KnowBe4, Expedia, CapitalOne Bank, GSK, and Avis. These organizations trust Sedai to optimize their cloud environments and improve operational efficiency.
Sedai is the only platform patented for safe, autonomous optimizations in production. It leads with safety, gradual changes, and application-aware intelligence, while competitors may rely on static rules or manual recommendations that risk incidents. Sedai also offers full-stack coverage and release-aware optimization, setting it apart for organizations prioritizing safety and reliability.
Sedai offers patented safe autonomy, application-aware intelligence, release-aware optimization, full-stack cloud coverage, and plug-and-play implementation. These features ensure optimizations are always safe, outcome-driven, and easy to adopt.
Sedai is the only platform that guarantees safe, autonomous optimizations in production, never causing incidents or SLO breaches. It delivers up to 50% cost savings, 75% utilization gain, and 70% reduction in failed customer interactions, with proven results from leading enterprises.
Sedai doesn’t just recommend VM optimizations. It makes them. Safely.
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Sedai isn’t another recommendation tool. It autonomously optimizes your VMs for you. By deeply understanding your setup & usage, Sedai rightsizes instance type, vCPU, & memory. Always based on your goals.
Autonomous Compute & Storage Rightsizing
Autonomously adjusts VM instance type, vCPU, memory and storage performance settings based on real workload behavior. No manual tuning needed.
Release-Aware Optimization
Understands how deployments & workload changes impact performance & cost. It only optimizes when behavior is within safe, normal ranges.
Performance & Availability Optimization
Detects saturation, latency, & resource pressure early. It adjusts VM resources based on app behavior to keep them fast & reliable.
“Sedai has helped us save millions by optimizing and managing our own back-end services. But most importantly, Sedai has allowed us to respond in real time when anomalies are detected.”
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Suresh Sangiah
SVP of Engineering // Palo Alto Networks
Get safe, outcome-driven optimization at scale. Designed to act on real application behavior, with safeguards built into every decision.
Sedai learns how your app responds to compute demand, how releases affect performance, & how capacity impacts cost.
Because Sedai knows your VMs, every change runs within performance guardrails. Sedai only adjusts instance types, vCPU, or memory when it won't affect production.
Sedai optimizes VMs in the context of your full cloud from one platform. Across compute, data, storage, & AI, no VM change happens in isolation.
Powered by real app behavior.
50%
Cloud Savings
75%
Utilization Gain
70%
Failed Customer Interaction Reduction
Sedai makes your stack smarter and safer.
