Discover
Understand before designing.
Benchmark · Audit · ChatGPT
Output: Problem map & hypotheses
Product design challenge · Operations · UX
Redesigning an operations dashboard to help fulfillment teams understand what needs their attention first — while giving managers better visibility into team activity.
Discover
Understand before designing.
Define
Turn signals into priorities.
Develop
Prototype the interaction model.
Deliver
Evaluate clarity and actionability.
The challenge
“I never know what needs my attention first.”
Frequent user complaint · supplied brief
Tasks, orders, notifications, recent activity and team updates all compete with equal weight. Important work can disappear in the noise, while managers struggle to understand ownership.
How I approached the problem
Research, AI-assisted exploration, prototyping and qualitative usability validation.
Understand before designing.
Benchmark · Audit · ChatGPT
Output: Problem map & hypotheses
Turn signals into priorities.
Synthesis · IA
Output: Principles & priority order
Prototype the interaction model.
Lovable · Figma
Output: Interactive prototype
Evaluate clarity and actionability.
Claude · Heuristic review
Output: Validated design direction
The challenge allowed less than one hour, so exploration focused on patterns and explicit assumptions—not fabricated interviews.
Reviewed priority and workload patterns in operations and task-management interfaces.
Mapped overload, hierarchy issues and competing attention points in the supplied dashboard.
Used AI as a thinking partner for hypotheses and alternative information architectures.
Observation
Multiple information types compete for attention.
Insight
Users need hierarchy based on urgency and impact.
Design principle
Prioritize actions before information.
Critical actions
Time-sensitive work
Blockers / exceptions
General updates
ChatGPT
Exploration & ideation
Lovable
Rapid interactive prototyping
Figma
Refinement, system & final UI
Why Lovable?
Rapidly test the interaction model before investing in visual polish.
Once the model was coherent, the intended next step was refinement in Figma for consistency, component definition and documentation.
The previous and redesigned interfaces were evaluated against the same qualitative criteria. These are evaluation focuses—not measured outcomes.
AI-assisted usability evaluationCan users quickly identify what requires attention?
Evaluation focus
Is the most important information visually dominant?
Evaluation focus
Can users understand what action to take next?
Evaluation focus
Can managers understand team activity more easily?
Evaluation focus
DESIGN EVOLUTION
CURRENT
Equal visual weight
Competing sections
Chronological information
Unclear priority
REDESIGNED
Clear priority hierarchy
Action-oriented layout
Critical work surfaced first
Visible team ownership
Critical work is surfaced first, removing the need to scan every section.
Tasks are framed around what people need to do, not simply what happened.
Labels, timing and visual weight communicate urgency without relying on color alone.
Managers see ownership, status and progress without adding another reporting layer.
Ready to see the solution?
Explore the redesigned operational workspace with interactive filters and task detail views.