> For the complete documentation index, see [llms.txt](https://reyki-ai.gitbook.io/reyk-ai-docs/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://reyki-ai.gitbook.io/reyk-ai-docs/optimization-features/compute-optimization-engine-coe.md).

# Compute Optimization Engine (COE)

Autonomous compute optimization.

### Reyki AI - Compute Optimization Engine (COE)

Reyki AI will reduce compute costs by **automatically managing cloud service provider (CSP) volume discounts** based on your evolving infrastructure needs. Our cloud compute optimization engine  analyzes your compute usage patterns and rates and then implements steeply discounted rates at the billings layer without your intervention or engineering effort. Enjoy massive savings rates without having to worry about long-term commitments or contracts.

<figure><img src="https://3764411002-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FQkK29oqvsdNbU6vOpjPJ%2Fuploads%2FpgRQZzhksPLWFlviUE9t%2FReyki%20Compute%20Optimization.png?alt=media&amp;token=588a5371-a006-489e-abff-430b98f3461e" alt=""><figcaption><p>Reyki compute optimization gives best of both worlds: heavily discounted reserve instance rate coverage but with flexibility.</p></figcaption></figure>

|                        Compute - Without Reyki                        |                     Compute - Reyki AI Optimized                     |
| :-------------------------------------------------------------------: | :------------------------------------------------------------------: |
|                  Fixed Reserve Capacity (Suboptimal)                  | <mark style="color:green;">Dynamic Reserve Capacity</mark> (Optimal) |
|                          Long-term Commitment                         |                         Flexible, No Lock-in                         |
|  <mark style="color:orange;">Unused Reserved Capacity</mark> (Waste)  |                No Unused Reserve Capacity (Zero Waste)               |
| <mark style="color:red;">Excess On-Demand Capacity</mark> (Expensive) |                Minimal On-Demand Capacity (Affordable)               |