# Database Optimization

Database optimization to reduce costs, improve query performance, and ensure reliability. Continuously tune databases without manual effort.

## Database Optimization You Can Trust in Prod

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

## Optimize Databases with Superintelligence

Sedai optimizes databases as part of the application, not in isolation. It balances cost efficiency with performance and reliability.

### Autonomous Database Rightsizing

Continuously tune instance class, CPU, memory, & I/O capacity to meet latency/ throughput targets at the lowest cost.

### Intelligent Storage & Backup Optimization

Optimize storage class, provisioned IOPS, autoscaling thresholds, & backup retention to reduce waste without compromising durability or recovery.

### Connection & Concurrency Management

Prevent saturation by tuning max connections, pool sizes, & throttling policies in line with application demand.

## What Makes Sedai’s Database Optimization Safe

Database optimization is critical for app performance. And Sedai treats it that way. With every optimization made with full app-behavior awareness & within your guardrails, Sedai never optimizes unless it won’t break prod. 

How Sedai does it:

- Checks optimizations against latency, availability, & error thresholds
- Keeps changes within SLOs & error budgets
- Continuously optimizes as demand changes
- Provides full impact visibility of each optimization

“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.

### Application-Aware Intelligence

### Safe Autonomy

### Full-Stack Cloud Coverage

## Autonomy That Delivers

Powered by real app behavior.

Cloud Savings

Performance Gain

Failed Customer Interaction Reduction

## Optimize Your Entire Stack

Sedai makes your stack smarter and safer.

### AWS

### Storage

### test

## Optimize Databases
On Autopilot

## FAQs

### What is Sedai's database optimization platform?

Sedai is an autonomous database optimization platform that continuously tunes instance class, CPU, memory, I/O, storage, and backup settings to balance cost, performance, and reliability. Unlike recommendation-only tools, it makes safe changes directly in production, validated against latency, availability, and error thresholds.

### Which databases does Sedai support?

Sedai optimizes Amazon RDS and Amazon DynamoDB, plus databases running across AWS, Azure, GCP, and Kubernetes environments. Optimization is application-aware, so database changes are coordinated with the rest of your stack rather than made in isolation.

### How does Sedai keep database optimization safe in production?

Every change stays within your SLOs and error budgets, applied incrementally with real-time validation and automatic rollback if any risk is detected. No optimization is made unless Sedai has confirmed it won't break production.

### How much can Sedai reduce database costs?

Sedai customers see up to 50% cloud savings, 75% performance gains, and 70% fewer failed customer interactions. For example, KnowBe4 cut average response time from 18.5 seconds to 80 milliseconds and saved $1.2M in AWS costs.

### How long does it take to set up Sedai for databases?

Initial onboarding typically takes about 15 minutes for Sedai to start reading metrics from your environment, with extra time for integrations depending on complexity. A free tier and 30-day trial are available, with volume-based pricing on the resources optimized.