Kubernetes Optimization You Can Trust in Prod

Sedai doesn’t just recommend or automate Kubernetes optimizations. It makes safe, continuous changes for you based on real workload behavior. All without breaking prod.

Optimize Kubernetes with Superintelligence

Sedai's AI continuously learns your workload patterns, applying intelligent optimizations in real time — no human intervention required. It thinks ahead so your infrastructure runs smarter, not just leaner.

Kubernetes Workload, Node, & Cluster Optimization

Rule-based automation only works until workloads change. Sedai’s ML constantly adapts, keeping Kubernetes optimized even when behavior evolves.

Autonomous Workload Rightsizing

Continuously tunes pod CPU & memory based on real workload behavior. No static requests, limits or thresholds.

Smarter Node Utilization

Packs workloads based on real utilization patterns and performance. Reduce waste while keeping services stable.

Cluster-Level Optimization

Sedai evaluates your cluster beyond the pod or node level. So you get actual node reductions and real infra savings.

Autoscalers Tuned by AI. Not Guesswork.

Sedai doesn’t replace your Kubernetes autoscalers. It makes them more effective. It tunes policies from real behavior and SLOs, not static thresholds or manual guesswork.

Sedai keeps your autoscalers in line:

- HPA, VPA, KEDA and Cluster Autoscaler policy tuning

- Eliminates thrash and overreaction

- Coordinates autoscaling with autonomous rightsizing actions

- Applies safe, SLO-based guardrails

Kubernetes Cost & Capacity Intelligence

Most tools only show you where Kubernetes spend goes. Sedai actually knows why it’s happening and reduces spend for you.

Actionable Kubernetes Cost Visibility

See exactly where Kubernetes spend lives, and how optimizations reduce cost over time. Sedai turns cost drivers into actions for measurable, on-going savings.

Right Capacity, Right Commitment

Base capacity and purchasing on real workload behavior, not fixed estimates. Sedai matches what you buy to the right resources at the right time.

Waste Detection at Every Layer

Find inefficiencies across pods, nodes, and clusters. Sedai shows idle and over-provisioned capacity and removes it autonomously.

“Sedai has helped us save millions by optimizing and managing our own back-end services. But most importantly, Sedai has allowed us to respond in real time when anomalies are detected.”