Sedai is the only safe way to lower your cloud bill.

Unlike Kubecost, our AI is patented to safely eliminate your wasted spend. That's why industry leaders trust Sedai with their critical infrastructure.

Suresh Sangiah Testimonial

Trusted by industry leaders

capital one
paloalto
experian
expedia

Crush Cloud Costs Without Compromising Uptime or Performance

30%+
Cloud cost reduction
30%+
Application performance improvement
1,000+
Hours engineering time saved

Why Leading Enterprises Choose Sedai Over Kubecost

Sedai

(Autonomous AI Platform)

Sedai

(Autonomous AI Platform)

Kubecost

(Cost Tool)
  • Integrations
  • Optimization Goals
  • Approach
  • Infrastructure Support
  • Safety Mechanisms
  • Proactive Remediation
  • Out-of-the-box integrations for Compute, Data, and Storage
  • Cost, Performance, Availability
  • Autonomous & ML-Driven
  • Multi-Cloud - K8s, VMs, Serverless, Storage
  • Patented AI Safety Checks + Automated Rollbacks
  • Yes (SLO monitoring, proactive prevention
  • K8s Only
  • Cost Only
  • Static recommendations
  • K8’s in-cluster cost monitoring only
  • N/A (no automated changes)
  • No (reactive alerts only)

Why Leading Enterprises Choose Sedai Over Kubecost

kubecost

Kubecost

(Cost Tool)
  • close
    Cost optimization only; not looking at performance impact
  • close
    Supports Kubernetes only
  • close
    Static recommendations requiring manual implementation
  • close
    Looks at basic infrastructure metrics only
  • close
    No guarantees that peformance won't be affected
  • close
    Reactive alerts only
  • close
    Requires Prometheus + agent (~2 GB per node)
Sedai logo
(Autonomous AI Platform)
  • tick
    Cost, performance, and availability optimization
  • tick
    Holistic optimization across compute, storage and data
  • tick
    Autonomous, real-time optimization
  • tick
    Deep application behavior analysis, beyond just CPU/memory
  • tick
    Patented reinforcement learning with zero performance risk
  • tick
    Detects and resolves issues before they impact users
  • tick
    Lightweight agent with minimal overhead
  • K8s Only
  • Cost Only
  • Static recommendations
  • K8’s in-cluster cost monitoring only
  • N/A (no automated changes)
  • No (reactive alerts only)
Sedai
(Autonomous AI Platform)
Kubecost
(Cost Tool)
Integrations Out-of-the-box integrations for Compute, Data, and Storage K8s Only
Optimization Goals Cost, Performance, Availability Cost Only
Approach Autonomous & ML-Driven Static recommendations
Infrastructure Support Multi-Cloud - K8s, VMs, Serverless, Storage K8’s in-cluster cost monitoring only
Safety Mechanisms Patented AI Safety Checks + Automated Rollbacks N/A (no automated changes)
Proactive Remediation Yes (SLO monitoring, proactive prevention No (reactive alerts only)
Optimization Goals

Optimization Goals

Cost, Performance & Availability — not just cost

Infrastructure Scope

Infrastructure Scope

K8s, VMs, ECS, Lambda, S3, RDS, and more

Autonomy Level

Autonomy Level

Autonomous AI with built-in guardrails

Flexibility

Flexibility

CoPilot or AutoPilot — you stay in control

Optimize everything, not just K8s

Out-of-the-box integration in minutes

google cloud
Compute
GKE
Compute Engine
Storage
Cloud Storage
Persistent Disk
Data
Dataflow
AWS
Compute
EKS
ECS
EC2
Fargate
Lambda
Storage
S3
EBS
Data
EBR
RDS
Compute
AKS
VMs
Storage
Blob
Managed Disks
Compute
Kubernetes (all)
Data
Snowflake
Databricks
suresh sangiah
quote white

Sedai has helped us save millions of dollars by optimizing and managing our own back-end services. But most importantly, what Sedai has done very well is allow us to respond in real time when anomalies are detected.

Suresh Sangiah
SVP of Engineering, Palo Alto Networks
quote white

Sedai has helped us save millions of dollars by optimizing and managing our own back-end services. But most importantly, what Sedai has done very well is allow us to respond in real time when anomalies are detected.

suresh sangiah

Suresh Sangiah

SVP of Engineering, Palo Alto Networks
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Got Questions? We’ve Got You Covered.

What is Sedai’s optimization model?
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Sedai uses autonomous AI agents and reinforcement learning to balance cost, performance, and availability continuously — learning and improving over time.

How does Sedai ensure safe changes in production?
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Every action is vetted by rigorous safety checks and simulations; patented guardrails let you approve or veto any optimization.

Does Sedai work outside of Kubernetes?
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Yes. Sedai supports Kubernetes (EKS/AKS/GKE & on‑prem), VMs, serverless (Lambda), storage (S3, EBS), databases and more.

What results can we expect?
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Customers typically see 30–50%+ cost savings and 30%+ performance gains within months, with zero incidents.

How is pricing structured?
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30-day free trial + production-ready POC; then paid SaaS or self-hosted tiers optimized for your scale.

How does Sedai work with IaC platforms (Terraform, AWS CloudFormation etc.)?
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Sedai integrates with these IaC platforms to ensure that resource configurations remain in sync with the IaC files. You can integrate your preferred Git-hosting platforms with Sedai to connect your IaC in Sedai’s settings pages. Sedai offers a feature where it can map resources to IaC configuration files, providing flexibility in how infrastructure management needs are met. Sedai can also provide an option to issue an IaC pull request when operating in Recommend Mode, which will allow Sedai to provide recommendations for configuration changes but offload the execution of these changes to the IaC and its associated CI/CD pipeline.