Back to all ArticlesThe problem with empty states in data-heavy products
Most dashboards fail at the exact moment they should be the most helpful.
A user logs in for the first time and sees… nothing.
No data. No structure. No direction.
Just a blank space.
In theory, this is “clean.”
In practice, it’s friction.
Because the real question is not:
“What does this screen look like?”
It’s:
“What should I do first?”
From empty state to guided configuration
Instead of showing an empty dashboard, the system introduces a guided configuration state.
The goal is simple:
- reduce cognitive load,
- suggest meaningful starting points,
- allow immediate action without forcing a rigid setup.
At this stage, the dashboard is not yet built —
but the system already understands what it can become.
Build your dashboard — not from scratch
The onboarding experience starts with a clear message:
Build your dashboard
Followed by a simple explanation:
Choose widgets to monitor test activity, reports, and system status.
This is not decoration.
This is direction.
The user immediately understands:
- what this space is for,
- what kind of data will appear here,
- and how to shape it.
Suggested widgets as decision shortcuts
Instead of presenting dozens of options, the system offers a small set of predefined, high-value widgets:
- Execution Overview
Monitor test activity and system status - Recent Reports
Review latest results and issues - My Activity
Track your tests and reports
These are not random suggestions.
They represent the core mental model of the product:
- what is happening,
- what has happened,
- what belongs to me.
Clear separation: information vs action
Each card provides context.
Each action is explicit.
The interaction is intentionally designed so that:
- the card explains,
- the button executes.
This prevents accidental interactions and keeps the system predictable —
which is critical in complex environments.
The key moment: first interaction
When a user clicks Add, something important happens:
- the selected widget is added,
- the empty state disappears,
- the real dashboard appears.
There is no intermediate step.
No confirmation screens. No friction.
This is a state transition:
Empty → Configured
And it happens instantly.
Why this matters
This single interaction does three things:
- Removes uncertainty
The user no longer wonders what to do. - Creates ownership
The dashboard is no longer generic — it’s theirs. - Activates the system
Data becomes visible, structure emerges, and the interface starts making sense.
Chips as contextual navigation
At the top of the dashboard, a simple set of chips defines the scope:
- Overview
- My Activity
- Executions
- Reports
- Saved Items
Initially, only Overview is active.
The rest remain disabled — not hidden.
Why?
Because the system communicates capability without overwhelming the user.
Once the user adds a widget or interacts with the system:
- relevant scopes become active,
- navigation unlocks progressively.
This is progressive disclosure done right.
No forced setup, no dead ends
The user is never trapped.
A simple option is always available:
Skip setup for now
This allows users to:
- enter the dashboard without configuration,
- or return later when they have more context.
Freedom matters — especially in professional tools.
Designing for real workflows, not ideal scenarios
In real-world environments:
- testers focus on execution,
- developers focus on issues,
- managers focus on summaries.
A fixed dashboard cannot serve all of them.
A configurable one can.
This approach acknowledges that:
different roles require different visibility.
And instead of solving that with complexity,
it solves it with controlled flexibility.
The real shift
This is not about UI.
This is about redefining the first experience of a system.
From:
“Here’s your dashboard.”
To:
“Let’s build something useful — together.”
Final thought
An empty dashboard is not neutral.
It’s a missed opportunity.
If your product depends on data, workflows, and decisions,
then the first interaction should not be a void.
It should be a starting point.
Explore the system
If you want to see how configurable dashboards can support real workflows,
explore the structure behind this approach — from widget systems to role-based views.
Because the real power of a dashboard is not in how it looks,
but in how quickly it becomes useful.
See prototype
This article is part of a broader UX case study exploring the design of a distributed QA platform and its dashboard architecture.
You can explore the full case study here:
[LINK]
