ECS Optimization You Can Trust in Prod

Sedai doesn’t just recommend ECS optimizations. It makes them. Safely.

Optimize ECS with Superintelligence

Sedai isn’t another recommendation tool. It optimizes ECS for you. By deeply understanding your infra, Sedai rightsizes services & tasks. Always based on your goals.

Autonomous Task & Service Rightsizing

Autonomously adjusts CPU, memory, & task size based on real service behavior. No manual tuning needed.

Release-Aware Optimization & Regression Detection

Tracks each deployment & detects service-level regressions, using releases to understand behavior changes. And it only optimizes when a release is stable.

Performance & Availability Optimization

Optimizes performance & service capacity based on workload behavior. Keep ECS fast, stable, & predictable across EC2 or Fargate.

“Since going live with Sedai, we've achieved remarkable cost savings: up to 50% in production & 87% in development for ECS and up to 99.3% in Lambda—all within just five months without any incidents."

Matt Duren

VP of Engineering // KnowBe4

What Makes Sedai Different?

Get safe, outcome-driven optimization at scale. Designed to act on real application behavior, with safeguards built into every decision.

Sedai learns how each ECS service responds to traffic, how releases affect performance, & how capacity impacts cost. So every optimization is app-informed.

By understanding true service behavior, Sedai only acts when a change is safe for performance & production.

Sedai optimizes ECS in the context of your full cloud from one platform. Your services never operate in isolation.

Platform Overview

Autonomy That Delivers

50%

Cloud Savings

75%

Performance Gain

70%

Failed Customer Interaction Reduction

Optimize ECS On Autopilot

FAQs

What is Sedai's ECS optimization?

Sedai autonomously rightsizes Amazon ECS by adjusting CPU, memory, and task sizes based on real service behavior, then safely implements those changes in production. It goes beyond recommendations, acting only when a change is proven safe for performance.

Does Sedai support both ECS on EC2 and Fargate?

Yes. Sedai optimizes ECS workloads running on both EC2 and Fargate, keeping performance fast and predictable across your entire ECS environment.

How does Sedai avoid breaking ECS workloads when it optimizes?

Sedai is release-aware - it tracks each deployment, detects regressions, and only optimizes when a release is stable. Changes are gradual and reversible, so production stays protected.

How much can Sedai save on ECS?

Customers have achieved up to 50% cost savings in production and 87% in development on ECS, with up to 75% performance gains - KnowBe4 reached these results within five months and with zero incidents.

How quickly can I get started with Sedai for ECS?

General setup takes about 5 minutes, with ECS-specific use cases typically ready in around 15 minutes, and most teams see first value within 14 days. Live onboarding, documentation, and a Slack community are available.