All side hustles
Category
Research & Analysis
Skill needed
intermediate
Best for
SMEs; agencies; consultants

AI Operations Dashboard Setup

Wire a business's scattered spreadsheets into one dashboard that updates itself.

Monthly income

$200–$9,000+

Startup cost

$0–$400

Time required

5–15 hrs/week

Time to first $

2–6 weeks

Difficulty

6.5 / 10

AI leverage

High

AI tools you'd use

Why it works

Small firms have their numbers spread across systems that never talk, and the hard part is agreeing what a metric means - the charting is the easy half and the definitions are where the work is.

How it makes money

Setup fee + ongoing

How to start

  1. Ask what decision the dashboard is meant to change; refuse the job if there is no answer.
  2. Inventory where the numbers currently live - spreadsheets, the CRM, the accounting system.
  3. Fix the data before visualising it. A dashboard over dirty data industrialises the error.
  4. Agree the definition of every metric in writing, especially revenue and active customer.
  5. Build one chart that answers the main question and show it before building anything else.
  6. Use Power BI or Looker Studio depending on what the client already licenses.
  7. Automate the refresh; a dashboard needing manual updates is abandoned within a month.
  8. Keep it to a single screen - scrolling means nothing was prioritised.
  9. Train the person who will actually open it, not the person who commissioned it.
  10. Price the build as a project and the maintenance as a retainer.
  11. Review after a quarter and delete the charts nobody looked at.

Tags

  • business-analytics
  • smes
  • setup-monthly-retainer
  • power-bi

Last verified 2026-08-21

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