Frequently Asked Questions
Product Overview & Core Capabilities
What is Sedai's serverless optimization platform?
Sedai's serverless optimization platform is an autonomous, safety-first solution that automatically rightsizes and manages serverless functions in production. It optimizes memory, concurrency, and performance settings based on real application behavior, always acting within performance guardrails to ensure safe, reliable operations. Sedai is the only patented platform that makes safe, autonomous optimizations in production without causing incidents or breaching SLOs.
How does Sedai optimize serverless functions?
Sedai autonomously adjusts memory, timeouts, and throttles for serverless functions based on real function behavior. It manages provisioned and reserved concurrency, detects saturation and slowdowns early, and continuously validates every change to ensure safety and performance. All optimizations are gradual and reversible, never risking production stability.
What makes Sedai's approach to serverless optimization unique?
Sedai is the only platform with patented technology for safe, autonomous optimization in production. Unlike tools that rely on static recommendations or risky, all-at-once changes, Sedai acts gradually, with continuous validation and automatic rollback. Every optimization is made within strict performance guardrails, ensuring no incidents or SLO breaches.
What is application-aware intelligence in Sedai?
Application-aware intelligence means Sedai deeply understands how each serverless function responds to demand, how releases affect performance, and how configuration choices impact cost. This allows Sedai to optimize based on real application outcomes, not just infrastructure metrics.
How does Sedai ensure safe optimizations in production?
Sedai's safety-first design means every optimization is constrained, validated, and reversible. The platform performs continuous health checks, only acts when it's safe for performance and production, and can automatically roll back changes if any risk is detected. This patented approach ensures zero incidents and no SLO breaches.
What is full-stack cloud coverage in Sedai?
Sedai optimizes serverless functions in the context of your entire cloud environment, including compute, storage, and data across AWS, Azure, GCP, and Kubernetes. This unified approach ensures that optimizations are made with awareness of the whole stack, not just isolated functions.
What are the main benefits of using Sedai for serverless optimization?
Sedai delivers up to 25% cloud savings, 38% performance gains, and 35% reduction in failed customer interactions for serverless workloads. It eliminates manual tuning, reduces operational risk, and ensures safe, continuous improvement in production environments.
How does Sedai handle concurrency management for serverless functions?
Sedai manages provisioned and reserved concurrency based on actual function usage, eliminating the need for constant manual tweaks. This ensures optimal performance and cost efficiency without guesswork.
How does Sedai detect and resolve performance issues in serverless environments?
Sedai continuously monitors for signs of saturation, throttling, and slowdowns. It proactively adjusts settings based on application behavior to keep functions fast and reliable, resolving issues before they impact users.
Does Sedai support AWS Lambda optimization?
Yes, Sedai provides deep optimization for AWS Lambda, including autonomous rightsizing, concurrency management, and performance tuning, all with safety-first guardrails for production environments.
Business Impact & Customer Success
What measurable results can Sedai deliver for serverless workloads?
Sedai delivers up to 25% cloud savings, 38% performance improvement, and 35% reduction in failed customer interactions for serverless environments. These results are based on real-world deployments and customer case studies.
Can you share a customer success story using Sedai for serverless optimization?
Palo Alto Networks used Sedai to save millions by optimizing and managing their back-end services. According to Suresh Sangiah, SVP of Engineering, Sedai enabled real-time anomaly response and safe, autonomous optimization in production. Read the case study.
What other companies use Sedai for serverless optimization?
Notable customers include Palo Alto Networks, KnowBe4, HP, Experian, Expedia, CapitalOne Bank, GSK, and Avis. These organizations use Sedai to optimize cloud environments and improve operational efficiency.
What industries benefit from Sedai's serverless optimization?
Sedai's platform is used in industries such as cybersecurity, IT, financial services, healthcare, travel, e-commerce, SaaS, and digital commerce. Case studies include Palo Alto Networks (cybersecurity), HP (IT), Experian (financial services), Expedia (travel), and Belcorp (retail/e-commerce).
How does Sedai impact business outcomes?
Sedai reduces cloud costs by up to 50%, improves performance by reducing latency up to 75%, and delivers up to 6X productivity gains by automating routine tasks. Customers like KnowBe4 achieved 50% cost savings, and Palo Alto Networks saved $3.5 million using Sedai.
What pain points does Sedai address for serverless teams?
Sedai addresses pain points such as manual tuning, operational toil, risk of production incidents, performance bottlenecks, and cost overruns. It eliminates repetitive tasks, ensures safe automation, and aligns engineering and cost efficiency goals.
Who is Sedai's serverless optimization platform designed for?
Sedai is designed for platform engineers, DevOps, SREs, IT/cloud operations, technology leaders, and FinOps teams in organizations running serverless workloads on AWS, Azure, GCP, or Kubernetes. It is ideal for teams seeking safe, autonomous optimization and measurable business impact.
How does Sedai help with release quality for serverless deployments?
Sedai's Release Intelligence tracks changes in cost, latency, and errors for each deployment, ensuring smoother releases and minimizing risks. This feature helps teams maintain high release quality and reduce post-deployment incidents.
Implementation & Ease of Use
How long does it take to implement Sedai for serverless optimization?
Sedai's plug-and-play implementation takes just 5 minutes for general use cases and up to 15 minutes for specific scenarios like AWS Lambda. The process is agentless and uses secure IAM connections, minimizing onboarding friction.
How easy is it to get started with Sedai?
Getting started with Sedai is simple: connect your cloud account using IAM, follow the guided setup, and access extensive documentation and onboarding support. A 30-day free trial is available for risk-free evaluation.
What support resources are available for Sedai users?
Sedai provides detailed technical 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.
Is there a free trial for Sedai's serverless optimization?
Yes, Sedai offers a 30-day free trial so you can experience the platform's value and safety-first optimizations before making a commitment. Start your free trial.
What feedback have customers shared about Sedai's ease of use?
Customers consistently praise Sedai's quick setup (5–15 minutes), agentless integration, and comprehensive onboarding support. The platform's simplicity and risk-free trial make adoption easy and accessible for teams of all sizes.
Where can I find technical documentation for Sedai?
Technical documentation for Sedai is available at docs.sedai.io/get-started. Additional resources, including case studies and datasheets, can be found on the resources page.
Security, Compliance & Governance
Is Sedai SOC 2 certified?
Yes, Sedai is SOC 2 certified, demonstrating its commitment to stringent security and compliance standards. This certification ensures industry-standard data protection and governance. Learn more.
How does Sedai support enterprise-grade governance?
Sedai integrates with Infrastructure as Code (IaC), IT Service Management (ITSM), and compliance workflows to ensure all changes are safe, auditable, and compliant with enterprise policies.
How does Sedai ensure safe automation for compliance-focused teams?
Sedai's safety-by-design approach includes continuous health verification, automatic rollbacks, and incremental changes. This ensures that all optimizations are compliant with audit and SoX requirements, reducing risk for compliance-focused teams.
Integrations & Technical Requirements
What integrations does Sedai support for serverless optimization?
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.
Which cloud environments does Sedai support?
Sedai supports AWS, Azure, GCP, and Kubernetes environments, providing full-stack optimization for serverless and other cloud workloads.
Does Sedai require agents to be installed?
No, Sedai uses agentless integration, connecting securely to your cloud accounts via IAM. This simplifies setup and reduces operational overhead.
Competitive Differentiation
How does Sedai compare to other serverless optimization tools?
Sedai is the only patented platform for safe, autonomous optimization in production. Unlike competitors that rely on static rules or manual adjustments, Sedai acts autonomously, gradually, and with continuous validation. It uniquely combines application-aware intelligence, proactive issue resolution, and full-stack coverage, making it ideal for teams prioritizing safety and measurable outcomes.
What features set Sedai apart from competitors?
Sedai's differentiators include 100% autonomous optimization, patented safety-first design, application-aware intelligence, proactive issue resolution, release intelligence, full-stack cloud coverage, and plug-and-play implementation. These features enable safe, continuous improvement and measurable business impact.
Why should I choose Sedai for serverless optimization?
Sedai is the only platform that guarantees safe, autonomous optimization in production, with proven results in cost savings, performance, and reliability. Its patented approach, ease of use, and enterprise-grade governance make it the preferred choice for organizations seeking measurable outcomes without operational risk.
How does Sedai's safety-first approach benefit production environments?
Sedai's safety-first approach means all optimizations are gradual, validated, and reversible, with continuous health checks and automatic rollback. This ensures that production environments remain stable, reliable, and compliant, even as optimizations are made autonomously.
.webp%3Fv%3D2025-12-15T22%253A39%253A04.864Z&w=3840&q=75&dpl=dpl_8N5gJyctMb8weomVhSxGkhy25E4n)
.webp%3Fv%3D2025-12-15T20%253A29%253A26.104Z&w=1920&q=75&dpl=dpl_8N5gJyctMb8weomVhSxGkhy25E4n)
