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Work · UX · Product design · 2022

k.LAB — Integrated modelling

A cutting-edge platform redesign that simplifies complex systems modeling, broadens accessibility, and enhances usability with a sustainable, user-focused approach.

k.LAB — Integrated modelling

The challenge

k.LAB is the integrated modelling platform developed by integratedmodelling.org within the ARIES (Artificial Intelligence for Environment & Sustainability) ecosystem. Technically powerful, but with a steep learning curve — its potential was only accessible to highly specialized researchers.

The goal was to open the platform to a broader audience — researchers, policy makers, environmental technicians — without sacrificing scientific depth.

Before/after of the k.LAB redesign: comparison between the original interface and the redesigned version

The approach

The work focused on three axes:

  • System simplification: mapping the most common usage flows and reducing perceived complexity through information architecture and clear UI
  • Broader accessibility: redesigning entry points for users from different backgrounds, from data scientists to non-technical professionals
  • Sustainable usability: durable design decisions built to evolve with the platform without requiring a full redesign with every release

What we delivered

  • UX analysis and user persona mapping
  • Revised information architecture
  • UI prototype of key screens
  • Internal design system guidelines

Grid of the four main k.LAB prototype screens: dashboard, explore models, configure analysis, results

Context

Project realized as part of the collaboration with ARIES — the same ecosystem as the case study:

Aries — Towards a smarter & more sustainable world ↗

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