Uxdesign iconUxdesignMay 7, 2026 ~1 min source read

Designing data-intensive applications — advice for interaction designers

The things on the screen вЂ" numbers, tables, graphs, forms, dashboards вЂ" are just two-dimensional projections of a multi-dimensional data landscape. That data landscape in turn is just a representation of real-world phenomena and domain concepts.

Designing data-intensive applications — advice for interaction designers

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The things on the screen вЂ" numbers, tables, graphs, forms, dashboards вЂ" are just two-dimensional projections of a multi-dimensional data landscape.

That data landscape in turn is just a representation of real-world phenomena and domain concepts.

The design practices will help you “see through” the product surface into the data and domain layers, and re-orient your work around them.

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The useful part

The things on the screen вЂ" numbers, tables, graphs, forms, dashboards вЂ" are just two-dimensional projections of a multi-dimensional data landscape. That data landscape in turn is just a representation of real-world phenomena and domain concepts. The design practices will help you “see through” the product surface into the data and domain layers, and re-orient your work aroundВ them.

How it works

  • Obviously, I had to learn a lot of new technical skills вЂ" but I’ve also been pleasantly surprised by how much this has taught me about design.
  • I’ve distilled these lessons into 10 suggestions вЂ" not a comprehensive canon, but hard-earned and hopefully useful for fellow designers tackling similar challenges.
  • Both reinforcing things I already knew, and highlighting blind spots in my design practice.

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