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Data & Reporting
Setup Guide
Set up clean, trustworthy reporting from day one — without a BI team, expensive software, or a data analyst on payroll.
Most small and mid-size businesses make big decisions on guesswork or data they don't fully trust — not because they lack data, but because it's scattered across tools, entered inconsistently, and never tied to a simple routine. This guide walks you through every step of building a reliable reporting foundation, in order: define your metrics → audit your sources → agree on definitions → set a calendar → design one dashboard.
1
Work top to bottom
Each section builds on the last. The sequence is the system — don't jump ahead to the dashboard.
2
Involve your team leads
Spend 30 minutes with each department head on Sections A and B. Build it with the people who'll use it.
3
Write everything down
If it isn't written here, it doesn't exist. A documented system survives turnover and busy seasons.
4
Start simple, expand later
You don't need 40 metrics. You need 5–8 reliable ones you actually check every week.
A
Define Your Key Metrics
What does your business actually need to measure?
The golden rule: Every metric must answer a question a decision-maker actually asks. If you can't name the decision a metric supports, remove it. Start with 5–8 core metrics maximum — you can always add more later.
Tick the metrics worth tracking, then carry your top picks down to My Core Metrics at the bottom.
My Core Metrics · choose your 5–8
TIPFewer metrics, reviewed consistently, create more value than many metrics reviewed sporadically. Start with 5.
B
Data Source Audit
Map where your data lives and who owns it.
Why this matters: You can't build reliable reports from unreliable sources. Map every tool where business data lives, name an owner, and rate whether it's ready for reporting. One row per source.
| Tool / Source | Category | What it holds |
Data owner | Update | Quality | Report? |
LEGENDCLEAN = consistently entered, complete, no duplicates · PARTIAL = some gaps, fixable · DIRTY = significant errors. Any metric from a dirty source produces untrustworthy reports — clean the source first.
C
Data Rules & Definitions
One definition per metric — agreed on by the whole team.
Why this matters: "Revenue" means different things to sales (what they closed), finance (what you invoiced), and your bank (what you collected). Without a shared definition, reports contradict each other and you lose trust in your own numbers. Write each one down — then never use a different one.
| Metric | Official definition (plain English) |
What's included | What's excluded | Source |
The 5 Data Governance Rules · every team member follows these
TIPStore your definitions on a shared Google Doc or Notion page so new team members find them on day one.
D
Reporting Calendar
Decide when each report runs, who prepares it, and who reviews it.
Key principle: A reporting calendar without a named owner is just a wishlist. Every report needs one person who produces it and one who reviews it.
| Cadence | Report | When |
Prepared by | Reviewed by | Tool / source |
E
Dashboard Blueprint
Plan your core dashboard on paper before you open any tool.
The rule: Every tile should answer one specific question for one specific audience. Plan 5–8 tiles maximum — a dashboard you actually read beats a busy one you ignore.
F
Reporting Tool Selection
Pick the right tool for your stage and budget.
TIPStart with the simplest tool that fits. You can graduate to Power BI or Tableau later — most small businesses never need to.
G
Setup Completion Checklist
Check every item before going live with your reporting system.
TIPRun this checklist again every time you add a new tool to your stack. Clean setup now prevents reporting chaos later.
✓
Section Summary & 90-Day Quick Start
Transfer your decisions and commit to your first three months of reporting discipline.
| Section | Key output / decision | Status |
|---|
90-Day Reporting Quick Start
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Evaluating a new analytics or BI tool?
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