The five dashboards every operating team needs.
Most teams have too many dashboards and use none of them. The five we install for every operator client, in the order we install them.
Most operating teams have too many dashboards and use none of them. The signal-to-noise problem in BI is the single biggest waste of analytics budget we see.
Here are the five dashboards we install for every operator client, and the order we install them in. Everything else is bonus.
1. The Daily Pulse
One screen, six numbers. New revenue today, qualified pipeline, new customers, churned customers, cash position, NPS. No graphs longer than a quarter. No drill-downs at this layer. Operators look at it for 60 seconds in the morning and decide what to focus on.
Common mistake: trying to make this dashboard exhaustive. The Daily Pulse exists to not be exhaustive. Drill-downs live elsewhere.
2. The Sales Funnel
Top of funnel by source, conversion rates by stage, velocity in days, win/loss by reason. Owned by the head of sales, looked at weekly. The number one signal: conversion rate by stage week-over-week. If anything's degrading, it's almost always a process problem, not a market problem.
3. The Cohort Curve
Customer retention by signup month. The single most predictive chart of a SaaS or DTC business's health. If your cohorts are getting worse over time, nothing else matters until you understand why.
Cohorts are the chart your CFO will care about long after your CEO has moved on to something else.
4. The Operations Heatmap
Where things are stuck. Open tickets by team and age. Pipeline records by stage and time-in-stage. Tasks past due by owner. The heatmap doesn't tell you what to do — it tells you where the work is hiding.
This is the dashboard ops teams disagree with most often, because it makes friction visible. That's the point.
5. The Cash Forecast
Monthly cash by category, forecast vs actual, runway. Built jointly with finance. Owned by the CFO/founder. Looked at weekly minimum.
The reason this dashboard usually doesn't exist: it's where finance, sales and ops have to actually agree on what numbers mean. The dashboard is the forcing function.
The build sequence
For most teams, build them in this order:
- Daily Pulse — gets the team into the dashboards habit.
- Cash Forecast — the highest-stakes one.
- Sales Funnel — usually has the most actionable insight first.
- Cohort Curve — slow but compounds.
- Ops Heatmap — once the team is mature enough to act on what it surfaces.
You can ship all five in 4–6 weeks if your warehouse is in order. If the data is messy, you'll spend most of the time getting it clean, which is itself worth doing.
What we don't build
Some dashboards we actively discourage:
- Vanity dashboards: total page views, total signups since launch. These look impressive on a TV in the office and cause no decisions.
- Real-time everything: most operators don't need real-time. Hourly is plenty. Real-time costs more, breaks more, and rarely changes what someone does.
- The 'one big dashboard': 47 charts on one page is information for nobody.
If the dashboard isn't part of a regular meeting or decision, it shouldn't exist. That's the test.