Process
Context
For one of the world’s first autonomous races
No driver onboard—engineers monitored AI data in real time.
An internal tool designed for AI engineers
Tailored to the specific needs of internal engineers.
User Research
In-depth Interview
To understand the meaning, priority, and context of the data.
Comparable Analysis
Researched platforms used by engineers to view data.
Heuristic Evaluation
To evaluate the effectiveness of the design.
Problem Analysis
Text-heavy data slowed interpretation
Engineers new to the tool struggled to understand data
Data
To locate the needed data.
Reference
1 st
No existing design precedent.
Worst Case Scenario
Delayed responses could lead to a car crash
Goal
Simplify complex AI data to help engineers quickly understand and feel assured
Iteration Summary
Received Feedback on Initial Versions
" It looks fancy but messy "
" I can't immediately understand data from graphs "
Iterations
Simplified the visualization of complicated data types
Grouped data based on what each engineering team frequently monitors, so they can focus only on the relevant sections of the dashboard
Before
After
Final Design
Intuitive dashboard showing AI data effectively
Style Guideline
To support development, I documented variables, data values, and style guides.
