---
title: Data & AI Framework
description: Get ready for the upcoming Data & AI Framework on the STACKIT Cloud Framework, with a sovereign data foundation, model development and MLOps for trustworthy AI in production.
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  tagline: The Data & AI Framework is on its way. It will give you a structured path from raw data to trustworthy AI in production, combining a sovereign data foundation with proven engineering and MLOps practices so you can turn data and AI use cases into reliable business value on STACKIT.
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source_url: "https://framework.stackit.cloud/data-and-ai/"
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<div style={{ textAlign: "center", margin: "2rem 0" }}>
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    src={DataAndAiComingSoon.src}
    alt="STACKIT Data & AI Framework — Coming Soon"
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  <p style={{ marginBottom: 0 }}>We are actively expanding the STACKIT Data & AI Framework with additional guidelines, tools, and best practices. More detailed documentation and resources are on their way!</p>
</div>

### What to Expect from the Data & AI Framework

The upcoming STACKIT Data & AI Framework gives data and platform teams a structured path from raw data to trustworthy AI in production.

Once fully released, this framework will equip you to deliver with confidence, including:

* **Sovereign Data Foundation:** A governed, secure, and scalable data platform on a sovereign cloud.
* **Use-Case Discovery & Assessment:** Prioritize data and AI use cases by value, feasibility, and data readiness.
* **Model Development & GenAI:** Build, evaluate, and ship models and retrieval-augmented generation with reproducible quality.
* **Reliable Operations:** MLOps, monitoring, cost control, and responsible AI for production workloads.