Categories Machine Learning

Align Your Data Architecture for Universal Data Supply | by Bernd Wessely | Jan, 2025

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Follow me through the steps on how to evolve your architecture to align with your business needs

Bernd Wessely
Towards Data Science

Bernd Wessely

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Towards Data Science

14 min read

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Photo by Simone Hutsch on Unsplash

Now that we understand the business requirements, we need to check if the current data architecture supports them.

If you’re wondering what to assess in our data architecture and what the current setup looks like, check the business case description.

· Assessing against short-term requirements
∘ Initial alignment approach
· Medium-term requirements and long-term vision
· Step-by-step conversion
∘ Agility requires some foresight
∘ Build your business process and information model
∘ Holistically challenge your architecture
∘ Decouple and evolve

Let’s recap the short-term requirements:

  1. Immediate feedback with automated compliance monitors: Providing timely feedback to staff on compliance to reinforce hand hygiene practices…

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