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Sedai: AI-Powered Cloud Cost Optimization and Performance Tuning

Created
Apr 10, 2024 7:07 AM
AI keywords
AI summary

Sedai is an AI-powered cloud optimization platform that helps maximize ROI, improve customer experience, and seamlessly scale. It offers continuous optimization for cost, performance, and availability, with features like autonomous optimization, scaling, concurrency, and remediation. Sedai supports technologies like Kubernetes, AWS ECS, AWS Lambda, AWS EBS, AWS S3, Azure VMs, AWS EC2, and Google Dataflow. It integrates with various APMs, monitoring tools, notification providers, and CI/CD pipelines. Sedai has been proven to deliver significant cost savings, performance gains, and productivity improvements for cloud teams.

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Sedai

URL
https://www.sedai.io/

Sedai delivers AI-powered continuous cloud cost, performance and availability optimization, enabling cloud teams to easily maximize ROI, improve customer experience and seamlessly scale.

Start FreeBook Demo

ecs-prometheus-cluster

61% cost reduction

commerceApi-price-bulk-insert

99% latency reduction

Resized memory

harbor-postgresql

90% cost reduction

Resized CPU from 3 to 0.3

prod01-pim-ItemGetProductsList

9.6 release score

Moderate deviations in latency / duration

vulnerability-scanner

56% latency reduction

Added 3 m4.large instances

customer-reviews-volume

52% IOPS increase

Changed IOPS setting

commerce-checkout

17% cost reduction

Turned on savings plan

integration-test-AlphaService-QK3

34% cost reduction

Activated scheduled shutdown

copilotAPI-prod

25% cost reduction

Implemented savings plan

commerce-start-payment

83% cold start reduction

Enabled autonomous concurrency

global-services-ingest-gke

22% latency reduction

Increased memory limit to 180 MiB

Join the leading companies who have gone autonomous

"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, while at the same time realizing 90,000 days in latency reduction—all within just five months without any incidents. We are also preventing customer problems, reducing toil and allowing our SRE team to work on more valuable projects."

Matthew Duren

Director of Platform Engineering, KnowBe4

  • Maximize SavingsLearn more
  • Reduce cloud spend with the lowest cost configuration with optimized horizontal and vertical scaling

  • Optimize Performance
  • Enhance Availability
  • Improve Releases

Three modes for cloud optimization

Datapilot

FinOps insights

Observability and insights for cost & basic finops

Copilot

Automated Execution

Recommendations for performance, cost gains & push button execution

Autopilot

Autonomous Execution

Complete autonomy for additional safety and speed

How cloud teams benefit from Sedai

Cloud Savings

50%

Performance Gain

75%

FCI Reduction

70%

Productivity

6x

Real-time, continuous optimization adaptable to changing demands

Autonomous optimization

Continuously optimize resources based on application behavior and traffic patterns

Autonomous scaling

Continuously optimize container resources based on application behavior and traffic patterns

Autonomous concurrency

The most cost-effective way to virtually eliminate serverless cold starts

Autonomous remediation

Prevent, detect and remediate availability issues autonomously in real-time and cut FCIs

Smart SLOs

Define performance goals to have Sedai autonomously optimize resources to meet SLOs

Release intelligence

Detect, monitor and score performance and deviations in new application releases

Supported Technologies

Sedai provides hands-free continuous optimization powered by AI/ML for serverless and container-based applications, and integrates with common APM, notification providers and Runbook automation solutions.

Works with:

Kubernetes

Autonomously scale Kubernetes applications and clusters for maximum cost savings and performance.

AWS ECS

Achieve continuous cost optimization for maximum savings without sacrificing performance for AWS ECS.

AWS Lambda

Autonomous concurrency and performance tuning for continuous peak performance without overprovisioning.

AWS EBS

Continuously optimize block storage for cost, performance & availability

AWS S3

Autonomously managed S3 buckets and intelligent tiering selection

Azure VMs

Optimize cost & performance and autonomously remediate issues

AWS EC2

Optimize cost & performance and autonomously remediate issues

Google Dataflow

Autonomous compute optimization with parallelism awareness

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.

SEE ALL INTEGRATIONS

AWS Cloud Watch

Monitoring & APM

Data Dog

Monitoring & APM

ServiceNow

ITSMs

AppDynamics

Monitoring & APM

AWS Cloud Watch

Monitoring & APM

Data Dog

Monitoring & APM

ServiceNow

ITSMs

AppDynamics

Monitoring & APM

Dynatrace

Monitoring & APM

Prometheus

Monitoring & APM

New Relic

Monitoring & APM

Google Monitor

Monitoring & APM

Dynatrace

Monitoring & APM

Prometheus

Monitoring & APM

New Relic

Monitoring & APM

Google Monitor

Monitoring & APM

PagerDuty

Notification Providers

Microsoft Teams

Notification Providers

Slack

Notification Providers

Amazon AWS

Cloud Platforms

PagerDuty

Notification Providers

Microsoft Teams

Notification Providers

Slack

Notification Providers

Amazon AWS

Cloud Platforms

Book a demo

Sedai’s Resources

Datasheet

Sedai Platform Datasheet

Sedai Platform Datasheet

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Reports

Buyer’s Guide to Kubernetes Optimization with Autonomous Cloud Platforms

Buyer’s Guide to Kubernetes Optimization with Autonomous Cloud Platforms

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Simplify Cloud. Go Autonomous.

Sedai acts independently on an SRE’s behalf, learns from experience, and continuously finds and executes improvements — right in production.

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Made with Notion, Published on Super - 2026 © Stephane Boghossian

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