Business dashboards

Can you see the business numbers that matter?

AI Team builds dashboards that bring agreed business measures into one place. We start with the questions you need to answer, then check the available data and supported connections. Each figure needs a clear definition, so your team knows what it represents and when it was updated.

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What’s included?

  • A dashboard focused on the business measures you actually use.
  • Connections to the supported sources agreed with you.
  • Definitions and a refresh schedule for the figures shown.

Data sources, measures and refresh frequency are agreed first. Historical clean-up, additional connections and reconciliation projects are scoped separately.

Why can two sales totals be different?

One system may include tax or delivery while another excludes them. Refund timing, date ranges and order status can also change a total. Before combining figures, agree which question the number is meant to answer and what is included. A dashboard cannot fix unclear definitions by displaying them more neatly.

What do you need to get started?

We’ll agree the scope and costs before setup. To understand the job, we start with:

  1. The business questions you want the dashboard to answer.
  2. Access to the agreed data sources.
  3. The definitions, date ranges and refresh needs for each measure.

PLAIN ANSWERS

Questions about business dashboards.

Can you connect every system I use?

Compatibility is checked before quoting. The package names the supported systems and measures. A system without a suitable connection may need separate work or may be outside the offer.

Will the numbers update in real time?

Refresh frequency depends on the source and the agreed setup. It is specified before the dashboard is built. We do not describe delayed data as real time.

Can a dashboard explain why my sales figures disagree?

It can make definitions and differences clearer, but reconciliation may require checking source data, refunds, tax, dates and order status. Data clean-up or reconciliation is scoped separately from simply displaying figures.

Is this useful for a very small business?

It is most useful when checking several systems creates repeated work or confusion. If one existing report already answers your questions, another dashboard may add little value.

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