Data Platform Optimization You Can Trust in Prod

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

Optimize Data Platforms with Superintelligence

Sedai isn’t another recommendation tool. It optimizes your data platforms for you. By deeply understanding your infra, Sedai rightsizes compute, reduces termination timeouts, and provides better cost breakdowns.

Autonomous Rightsizing

Autonomously rightsizes driver & executor nodes based on your real CPU & memory utilization. No manual tuning needed.

Release-Aware Optimization & Regression Detection

Understands how releases impact performance & cost. Sedai only optimizes when behavior is consistent & regression-free.

Performance & Availability Optimization

Detects saturation & latency early. It adjusts resources based on real workload signals to keep data platforms fast & stable.

“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.”

Suresh Sangiah

SVP of Engineering // Palo Alto Networks

What Makes Sedai Different?

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

Every platform optimization is safety-checked based on behavior. Sedai only acts when it’s certain the change won't affect performance & production.

Sedai optimizes data platforms in the context of your full cloud from one platform. Across compute, storage, data services, & AI, your workloads never operate in isolation.

Get complete control, auditability, & compliance with optimizations governed by IaC & ITSM workflows.