# Compute Cost Visibility

Get clear **workload-level** insights

Gain real-time visibility into usage, costs, and potential savings to make data-driven decisions, automate the right workloads, and maximize cost efficiency.

## Capabilities

### Automate with **real-time insights**

#### Identify automation candidates

Pinpoint the workloads with the highest potential savings and decide where to apply automation.

### Choose the right optimization strategy

Use data-driven insights to adjust optimization policies and understand their impact before rollout.

### Measure results in real time

Monitor automation actions and outcomes to stay in control while optimizing your cluster.

## From hidden costs to **data-driven insights**

### Skip the scrolling. See it live

## More Capabilities

## **Optimize** at every layer

#### PV autoscaling

> Automatically rightsize persistent volumes based on usage to reduce costs and maintain availability.

[Learn More](/content/platform/pv-autoscaling/index.html)

#### FastScaler

> Reduce app startup time by up to X5 to absorb spikes without throttling or OOMs.

[Learn More](/content/platform/fastscaler/index.html)

#### Multi-dimensional Autoscaling

> Optimize pod resources and replica counts to maximize performance and cost efficiency.

[Learn More](/content/platform/multi-dimensional-autoscaling/index.html)

#### Azure Commitment Optimization

> Continuously align commitments with usage to maximize coverage and minimize lock-in risk.

[Learn More](/content/platform/azure-commitment-optimization/index.html)

#### AWS Commitment Optimization

> Continuously align commitments with usage to maximize coverage and minimize lock-in risk.

[Learn More](/content/platform/aws-commitment-optimization/index.html)

#### Adaptive pod placement

> Reposition unevictable pods to reduce fragmentation and enable node consolidation.

[Learn More](/content/platform/adaptive-pod-placement/index.html)

## Ready to Cut **Kubernetes Waste?**