Dashboard Patterns
Dashboard patterns by purpose, layout and state of health, with live examples.
The taxonomy
Three independent facets. Within a facet the patterns are mutually exclusive, so a dashboard is exactly one of them, and collectively exhaustive, so every dashboard is one of them. Across facets they combine: a weekly sales review might be tactical, laid out as an inverted pyramid, and slowly turning into a watermelon.
What decision does it serve?
- Strategic dashboardA few outcome measures against long-term targets, so leaders can check direction and move resources.
- Tactical dashboardProgress against a plan over weeks, so managers can shift effort before the quarter is lost.
- Operational dashboardWhat is happening right now against thresholds, so frontline teams can react within minutes.
- Analytical dashboardSlice, filter and drill into detailed data to find out why something happened.
- Informational dashboardA clear, trustworthy picture for people who are informed by it rather than asked to decide inside the organisation.
Classified by who acts on it and how soon. It either supports a decision its audience owns (investigating why, or acting now, within weeks, or over quarters) or informs an audience that owns none.
How does it guide the eye?
- F-pattern layoutFor dense pages: the eye reads across the top, again a little lower, then scans down the left edge.
- Z-pattern layoutFor sparse pages: the eye goes from top-left to top-right, cuts diagonally across, then reads the bottom left to right.
- Inverted pyramid layoutStacked by level of detail: the conclusion first, the supporting trend next, the detail last.
- Grid layoutEqual tiles, one per site, team or metric, so like can be compared with like at a glance.
- Single-focus layoutOne dominant visual takes most of the page, with a narrow rail of context beside it.
Classified by the dominant organising principle, checked in order: one dominant view, then equal tiles, then summary-to-detail levels, then the reading path its density creates.
Can it be trusted and acted on?
- Sanity dashboardIn use, fresh, actionable, honestly rolled up and focused: the main answer is found in seconds and can be trusted.
- Vanity dashboardBig, flattering numbers that only ever grow and never change a decision.
- Watermelon dashboardGreen on the outside, red on the inside: summary statuses look healthy while the work underneath is failing.
- Kitchen-sink dashboardEverything anyone ever asked for on one page. Nothing has priority, so no answer can be found quickly.
- Zombie dashboardStill published, no longer alive: nobody opens it, the data stopped refreshing, and nobody owns it.
Classified by the first quality check it fails, in order: in use and fresh, actionable metrics, honest roll-ups, focus. Passing all four makes it a sanity dashboard.
Classify a dashboard
Think of a dashboard you use. Each facet is a short decision tree whose questions are checked in order, which is what keeps the patterns from overlapping.
Does its audience own a decision the dashboard was built to support?
Does one visual take most of the page?
In the last quarter, has anyone opened it and has its data refreshed?
Answer the questions in each column. Every dashboard ends with exactly one pattern per facet.
Purpose: What decision does it serve?
Strategic dashboard
A few outcome measures against long-term targets, so leaders can check direction and move resources.
Tactical dashboard
Progress against a plan over weeks, so managers can shift effort before the quarter is lost.
Operational dashboard
What is happening right now against thresholds, so frontline teams can react within minutes.
Analytical dashboard
Slice, filter and drill into detailed data to find out why something happened.
Informational dashboard
A clear, trustworthy picture for people who are informed by it rather than asked to decide inside the organisation.
Layout: How does it guide the eye?
F-pattern layout
For dense pages: the eye reads across the top, again a little lower, then scans down the left edge.
Z-pattern layout
For sparse pages: the eye goes from top-left to top-right, cuts diagonally across, then reads the bottom left to right.
Inverted pyramid layout
Stacked by level of detail: the conclusion first, the supporting trend next, the detail last.
Grid layout
Equal tiles, one per site, team or metric, so like can be compared with like at a glance.
Single-focus layout
One dominant visual takes most of the page, with a narrow rail of context beside it.
Health: Can it be trusted and acted on?
Sanity dashboard
In use, fresh, actionable, honestly rolled up and focused: the main answer is found in seconds and can be trusted.
Vanity dashboard
Big, flattering numbers that only ever grow and never change a decision.
Watermelon dashboard
Green on the outside, red on the inside: summary statuses look healthy while the work underneath is failing.
Kitchen-sink dashboard
Everything anyone ever asked for on one page. Nothing has priority, so no answer can be found quickly.
Zombie dashboard
Still published, no longer alive: nobody opens it, the data stopped refreshing, and nobody owns it.