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Data & AI Framework

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.

STACKIT Data & AI Framework — Coming Soon
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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!

What to Expect from the Data & AI Framework

Section titled “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.