AI & Development · Concept

Nexa. Making intelligence feel intuitive.

An exploration of an AI research workspace that brings experiments, model performance, and data into one clear interface - designed to turn technical complexity into an intuitive daily workflow.

Nexa AI research dashboard concept on a desktop monitorConcept
INDUSTRY

AI & research tooling

PLATFORMS

Web app

OUR ROLE

Product strategy · UX/UI design · AI platform concept · Data visualization

TYPE

Self-initiated concept

THE CHALLENGE

The question we explored.

Machine learning teams often move between notebooks, experiment trackers, dashboards, and chat threads to answer one question: is the model getting better? Nexa asks what a single, calm workspace for that question could look like - one that a research lead and a product manager could both read at a glance.

01

Start with the daily question

The overview opens on what changed since yesterday: active experiments, evaluation scores, and compute usage, each with a short trend rather than a dense table.

02

Make comparison the default

Model performance is always plotted against a baseline, so progress is visible without exporting data into another tool.

03

Surface activity, not noise

A focused activity feed highlights completed runs, new dataset versions, and deployments - the events that change decisions.

04

A quiet visual language

A dark, low-contrast canvas with a single mint accent keeps attention on the data and lets status colors carry meaning.

WHAT WE DELIVERED

Key features.

Nexa is a design exploration, not a shipped product. It shows how we approach AI tooling: understand the decision the interface supports, then remove everything that does not help make it.

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  • Experiment overview with trend sparklines
  • Model-versus-baseline performance chart
  • Dataset usage breakdown
  • Running experiment progress
  • Top-performing model leaderboard
  • Command search across models and datasets
RELATED SERVICES

The disciplines involved.

All services
THE NEXT CHAPTER STARTS HERE

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