# Solutions: Overview

All organizations have business excellence goals, such as reducing time to market, lowering costs and increasing efficiency, and improving quality and customer experience. Organizations can achieve these goals systematically by focusing on the key pillars of Engineering Excellence: Velocity, Efficiency, Security, and Reliability

Cortex enables Engineering Excellence across high-impact use cases that touch different parts of the software development lifecycle, including:

<table data-view="cards" data-full-width="false"><thead><tr><th></th><th data-hidden data-card-target data-type="content-ref"></th><th data-hidden data-card-cover data-type="image">Cover image</th></tr></thead><tbody><tr><td><strong>AI Readiness</strong><br>Ensure your organization has the ownership, testing, and security processes needed before AI accelerates everything.</td><td><a href="/pages/fbwdq8yQkSLJSsRKioUw">/pages/fbwdq8yQkSLJSsRKioUw</a></td><td><a href="/files/SxLLXp4BL4xmeMTi8TTR">/files/SxLLXp4BL4xmeMTi8TTR</a></td></tr><tr><td><strong>AI Maturity</strong><br>Drive AI Maturity initiatives with Scorecards, streamline access to tools like GitHub Copilot, and watch as your Eng Intelligence metrics improve after AI adoption.</td><td><a href="/pages/hqeTePd0aha7iNEm5cMk">/pages/hqeTePd0aha7iNEm5cMk</a></td><td><a href="/files/gVdlzFeKaAQahcUUlKwE">/files/gVdlzFeKaAQahcUUlKwE</a></td></tr><tr><td><strong>AI Governance</strong><br>Enforce processes and policies to ensure your AI systems are developed, deployed, and used responsibly. </td><td><a href="/pages/Wqa81B73lEtDHLeecEpQ">/pages/Wqa81B73lEtDHLeecEpQ</a></td><td data-object-fit="fill"><a href="/files/jQDWgVUyPLKdGkyTZ2UL">/files/jQDWgVUyPLKdGkyTZ2UL</a></td></tr><tr><td><strong>Production Readiness</strong><br>Ensure that services meet compliance, reliability, and observability standards before they go live, reducing risk and improving consistency. </td><td><a href="/pages/7FvWQMF0kTK7HGhlQfmo">/pages/7FvWQMF0kTK7HGhlQfmo</a></td><td><a href="/files/jIzoc82xs8bSsDFkV7gD">/files/jIzoc82xs8bSsDFkV7gD</a></td></tr><tr><td><strong>Incident Management &#x26; Response</strong><br>Provide engineers with immediate access to service ownership, runbooks, and past incident history, speeding up resolution and reducing downtime. </td><td><a href="/pages/i73g4LZQanoLj7XtSO18">/pages/i73g4LZQanoLj7XtSO18</a></td><td><a href="/files/3aXtJH04j3s36QzDXKV2">/files/3aXtJH04j3s36QzDXKV2</a></td></tr><tr><td><strong>DORA Metrics</strong><br>Move DORA from a status report to an actionable loop. Ensure that teams are making continuous improvements against DORA standards.</td><td><a href="/pages/SrpH9Mpv1zeylKrVHpeh">/pages/SrpH9Mpv1zeylKrVHpeh</a></td><td><a href="/files/7G63Xdl7zEpg3hqR7Cog">/files/7G63Xdl7zEpg3hqR7Cog</a></td></tr><tr><td><strong>Developer Onboarding</strong><br>Use Cortex as a centralized view of environments and tools, enabling new team members to onboard efficiently, contribute confidently, and adhere to best practices from day one.</td><td><a href="/pages/G4LNcs71t0Zt4puv4sVX">/pages/G4LNcs71t0Zt4puv4sVX</a></td><td><a href="/files/ypijjdS8DNVVGpcykWxx">/files/ypijjdS8DNVVGpcykWxx</a></td></tr><tr><td><strong>Migrations &#x26; Modernization</strong><br>Use Cortex to plan and manage effective software migrations, motivating progress through Scorecards and Initiatives.</td><td><a href="/pages/fmho285Ah25ojAg6RLYZ">/pages/fmho285Ah25ojAg6RLYZ</a></td><td><a href="/files/AmlqYOGXNw5d8uUU4DwW">/files/AmlqYOGXNw5d8uUU4DwW</a></td></tr><tr><td><strong>Unify governance &#x26; reduce sprawl</strong><br>Ditch the spreadsheets. Turn your biggest priorities into Scorecards to automate measurement of best practices.</td><td><a href="/pages/gyG3X4Ixzo4NGx2mBof1">/pages/gyG3X4Ixzo4NGx2mBof1</a></td><td><a href="/files/UJqSeDUz6PUtFSknJCDH">/files/UJqSeDUz6PUtFSknJCDH</a></td></tr></tbody></table>

{% hint style="success" %}
Looking for additional resources on using Cortex for your organization's use cases? Check out the [Cortex Academy](https://academy.cortex.io/), available to all Cortex customers and POVs.
{% endhint %}


---

# Agent Instructions: Querying This Documentation

If you need additional information that is not directly available in this page, you can query the documentation dynamically by asking a question.

Perform an HTTP GET request on the current page URL with the `ask` query parameter:

```
GET https://docs.cortex.io/solutions/readme.md?ask=<question>
```

The question should be specific, self-contained, and written in natural language.
The response will contain a direct answer to the question and relevant excerpts and sources from the documentation.

Use this mechanism when the answer is not explicitly present in the current page, you need clarification or additional context, or you want to retrieve related documentation sections.