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AI-powered cost & performance optimization for AWS

Sedai is changing the game in AWS cost and performance management. Our AI-powered solution finds hidden savings and performance enhancement opportunities within your AWS infrastructure and applications, and autonomously executes them for maximum efficiency.

Scale up savings and performance with AI

  • Autonomous Optimization

    Optimize cost and/or performance based on machine learning to meet your cost and performance goals

  • Autonomous Concurrency

    Virtually eliminate cold starts with ML-based selection of the volume and mix of provisioned concurrency and warmups informed by traffic seasonality, without cost increases.

  • Autonomous Remediation

    Detect and remediate performance issues including timeouts, memory settings and restarts leveraging AWS Telemetry API to make decisions at the edge

  • Release Intelligence

    Get production performance analysis of every release with scorecards and insights on latency, cost, and errors

  • Smart SLOs

    Define SLO goals to have Sedai autonomously optimize resources to meet them. Sedai can also recommend SLOs and error budgets based on past performance.

Benefits of going
autonomous with Sedai

Availability Improvement - Prevent Issues

Sedai uses leading indicators to identify threats to availability from memory issues and abnormal behaviors and proactively addresses them.

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Reduce Cloud Cost

B2B SaaS - Performance

Avoid user dissatisfaction and sluggish performance. AI-powered optimization reduces server-side compute latency by 30-75%, enabling rapid user access to your service and powering through analytics workloads.

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Reduce Cloud Cost

Innovate faster with Sedai


Integrate autonomous systems into your architecture to accelerate innovation, streamline costs and achieve superior performance and availability.

Engineering Leader

Increase operational efficiency and productivity for your engineering team while maximizing cloud savings and performance for your application.


Achieve reliability goals while cutting toil by delegating low-value optimization tasks to Sedai to free up time and focus back on high-value initiatives.


Cut manual test time and accelerate release velocity by automatically updating configurations in production based on what works best for your app.

Seamlessly integrate with your entire stack

APMs, Infrastructure Monitoring, Notification Providers, CI/CD pipelines, Kubernetes, ECS, AWS Lambda — Sedai works with all the technologies your team already uses.