On-Prem Isn’t Built for Change. Sedai Is.
On-prem hardware is fixed. Workloads aren’t. Sedai continuously & safely tunes Kubernetes, GPU, & data platform resources to stay within capacity. Even as demand shifts.
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Supported Technology for On-Prem
Sedai keeps on-prem Kubernetes & GPU workloads tuned to real demand. They stay within your hardware’s capacity limits without constant manual adjustment.
Kubernetes
GPU
Your On-Prem Runs Better on Sedai
Sedai doesn’t risk your prod when it optimizes on-prem environments. It learns your real workload behavior so every adjustment stays incremental, SLO-aware, & reversible. Keep your fixed hardware aligned with changing demand.
Sedai understands application behavior, not just CPU or memory metrics.
Sedai lets you define what success means to you, based on your SLOs.
Sedai makes gradual changes with continuous safety checks — rather than large, risky changes that can cause outages.
Sedai is one optimization platform for compute, storage, data, and AI workloads.
Our platform integrates with IaC, ITSM, & security workflows — so every change to prod is tracked, governed, & compliant.
This Is What Intelligent Optimization Looks Like
Powered by real app behavior.
50%
Cloud Savings
75%
Performance Gain
70%
Failed Customer Interaction Reduction
See Sedai in Action
FAQs
What is Sedai's on-premises optimization platform?
Sedai autonomously and safely tunes Kubernetes, GPU, and data platform workloads within your fixed on-prem hardware capacity, adapting as demand shifts. It keeps environments efficient without constant manual intervention.
How does Sedai work within fixed on-prem hardware limits?
Sedai uses machine learning to monitor real workload behavior and incrementally adjust resources so workloads stay within your hardware's capacity, even as demand changes.
Is Sedai's on-prem deployment agentless?
Yes. Sedai connects securely to your on-prem environment using IAM, with no complex installations or additional agents required.
How does Sedai keep on-prem optimizations safe?
As the only platform patented for safe autonomous optimization in production, Sedai makes slow, validated, SLO-aware changes and rolls back if risk is detected.
What results can Sedai deliver on-prem?
Sedai delivers up to 50% cost savings, 75% performance gains, and 70% fewer failed customer interactions by continuously optimizing on-prem workloads.