> For the complete documentation index, see [llms.txt](https://docs.cortex.io/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://docs.cortex.io/solutions/production-readiness.md).

# Production readiness

Production readiness is the state in which a software system is fully prepared to operate reliably in a live production environment. A well-defined production readiness process minimizes deployment risks, enhances system stability, and accelerates issue resolution, ultimately leading to a better user experience and more efficient software delivery cycles.

<figure><img src="/files/jIzoc82xs8bSsDFkV7gD" alt="Use Scorecards to measure Production Readiness." width="375"><figcaption></figcaption></figure>

### How Cortex helps with production readiness

Your organization can drive production readiness in Cortex by:

* Codifying engineering standards in Scorecards and continuously evaluating entities against standards using live data from integrated tools
* Automating production readiness requirements in new services and infrastructure via Workflows
* Setting up data verification processes to ensure accuracy across your catalogs

{% hint style="success" %}
Looking for additional resources on enforcing Production Readiness in Cortex? Check out the [Cortex Academy "Production Readiness" course](https://academy.cortex.io/courses/production-readiness), available to all Cortex customers and POVs.
{% endhint %}

## Drive and maintain production readiness in Cortex

Learn how to use Cortex features for production readiness: [**Standardize and automate readiness**](/solutions/production-readiness/configure.md).

Learn about maintaining readiness and continuously improving: [**Production Readiness in action**](/solutions/production-readiness/in-action.md).