Most dashboards don’t fail because of bad SQL or the wrong chart type. They fail because nobody agreed on what the dashboard was for. The requirements were “a sales dashboard,” the analyst built what seemed reasonable, and the real requirements arrived as change requests after launch.
This dashboard requirements template fixes that. It’s a set of 15 questions, grouped into five blocks, that you can run through with stakeholders in 30–45 minutes. Copy it into a doc, a ticket or your mockup — whatever your team actually reads.
Why requirements gathering for dashboards is different
Software requirements describe what a system should do. Dashboard requirements describe what a person should decide. That’s why classic templates (“the system shall…”) don’t work well here. You need to capture:
- the decision the dashboard supports,
- the metrics and exactly how they’re defined,
- the comparisons that make each number meaningful,
- the data — where it comes from and how fresh it must be.
Stakeholders are also bad at describing dashboards in words and good at reacting to pictures. So the template works best together with a rough dashboard mockup — more on that below.
The dashboard requirements template
Block 1. Purpose and audience
- What decision will this dashboard help make? Ask for a concrete example: “Every Monday, the sales lead decides which regions get extra support.” If nobody can name a decision, you’re building a report, not a dashboard — and that’s worth knowing now.
- Who is the primary user, and how often will they open it? A CEO glancing weekly needs 4 KPIs. An operations manager checking hourly needs detail and filters.
- What do they use today instead? An Excel file, a weekly email, a gut feeling? The answer shows what the dashboard must beat — and which numbers people already trust.
Block 2. Metrics
- Which 3–5 KPIs matter most? Force a ranking. If everything is important, nothing will be visible.
- How exactly is each KPI defined? “Revenue” — gross or net? With or without refunds? By order date or payment date? Write the definition down; this is where most post-launch arguments come from.
- What is a good and a bad value? Targets, thresholds, or at least a direction (“lower is better”). Without this, nobody knows when to act.
Block 3. Comparisons and breakdowns
- What should each number be compared to? Target, previous period, same period last year, another segment. A number without a comparison is just a number.
- Which breakdowns are needed? Region, product, channel, team. Mark each one as must-have for v1 or later.
- Which filters must be on the page? Date range is almost always one. Every extra filter is a question the user will have to answer before they can read the dashboard.
Block 4. Data
- Where does the data come from, and who owns it? Name a person, not a system. You’ll need them when the numbers don’t match.
- How fresh does it need to be? Real time, hourly, daily? “Real time” is often requested and rarely needed — ask what would change if the data were a day old.
- Are there access restrictions? Should a regional manager see only their region? Row-level security is much easier to plan than to retrofit.
Block 5. Delivery and sign-off
- Where will people use it? BI tool, embedded in another app, on a TV screen, on a phone. This changes the layout more than anything else.
- What is out of scope for v1? Writing this down is the single best defense against scope creep.
- Who signs off, and by when? One name. “The team” never signs off.
Example: a filled-in requirements spec
Here’s what the answers look like for a typical weekly sales dashboard:
| Question | Answer |
|---|---|
| Decision | Every Monday the sales lead reallocates support to regions below target |
| Primary user | Head of Sales, weekly; 6 regional managers, daily |
| KPIs | Net revenue, orders, average order value, conversion rate |
| Definitions | Net revenue = paid orders minus refunds, by payment date |
| Comparisons | vs. weekly target and vs. same week last year |
| Breakdowns (v1) | Region, channel |
| Filters | Date range, region |
| Data owner / freshness | CRM team (M. Ivanova); daily at 7:00 |
| Access | Regional managers see only their region |
| Out of scope | Product-level drill-down, forecasts |
| Sign-off | Head of Sales, by Friday |
Turn the requirements into a mockup
A filled-in template is a good start, but it’s still words. The fastest way to find the gaps is to sketch the dashboard and let stakeholders react to it:
- Put the 3–5 KPIs from Block 2 in a row of cards at the top.
- Add one chart per comparison from Block 3 — trend vs. target, breakdown by region.
- Place the filters from question 9 where users expect them.
- Share the mockup a day before the review and ask for a comment on every chart.
Use placeholder numbers — the point is the layout and the story, not the data. For the review itself, see our 30-minute stakeholder review checklist, and for layout inspiration, the dashboard layout ideas.
Common mistakes
- Collecting chart requests instead of questions. “I want a pie chart of sales” is a solution. Ask what question the chart should answer, then choose the chart yourself.
- Skipping definitions. Two teams with two definitions of “active customer” will both say your dashboard is wrong.
- No owner for sign-off. Without one name, feedback never ends.
- Requirements in one place, feedback in another. If the spec lives in a doc and comments live in Slack, the two drift apart within a week. Keep comments attached to the chart they’re about.
Turn your requirements into a mockup in 15 minutes. Sketch the layout in LetDataSpeak, share a link, and collect stakeholder comments on every chart — free, no sign-up.
Open the dashboard builder → · Get early access to sign-off and spec export
FAQ
What should a dashboard requirements document include?
The decision the dashboard supports, its users, 3–5 KPIs with exact definitions, comparisons and breakdowns, filters, data sources with owners and freshness, access rules, what’s out of scope, and who signs off.
How long should requirements gathering take?
For a single dashboard, one 30–45 minute session plus one review of a mockup is usually enough. If it takes longer, the scope is probably more than one dashboard.
Should I gather requirements in Excel or in a mockup?
Both have a place: the template captures definitions and rules, the mockup captures layout and priorities. Stakeholders give much better feedback on a picture, so don’t skip the mockup.