Operational reporting without a BI project

Who: Operations managers

Problem: An operational question lands, and the answer is buried in a CSV export that takes too long to shape by hand.

Outcome: A focused dashboard for spotting changes in volume, workload, and exceptions — ready when the question is asked.

  1. Upload an operations export.
  2. Use generated charts to spot changes by category or time.
  3. Ask a follow-up question with or without the active filters.

Drop your spreadsheet here

Excel or CSV · up to 25 MB

What the export usually looks like

Ticketing, order, and logistics systems all export the same basic shape: one row per item with a date, a category, an owner, and a status.

ColumnUsed for
DateVolume by day or week
Category / TypeWorkload by category, filters
Team / OwnerWorkload by team
Status / FlagExceptions and exception rate
Duration / AgeCycle time, items older than a limit

If the export has a status column, the dashboard can separate the exceptions from the normal flow. If it has a duration column, it can show how long things take.

The numbers the dashboard shows first

For an operations export Sheet2Chart typically proposes:

A question you can ask, and what the receipt shows

“Which category had the most late items last week?” becomes:

Ask the follow-up (“and as a share of that category’s total?”) and the receipt changes to a division of two counts with the same filters. Nothing is hidden inside a formula somebody wrote months ago.

When Excel is enough, and when to upload

A weekly volume-and-exceptions sheet that one person maintains is a good Excel job. The operations dashboard in Excel guide walks through the exception flag, volume by category, workload over time, and slicers for date range and category.

Upload the file when the question is urgent and the export is unfamiliar, when several people need the same view with their own filters, or when the source system changes its export format and the pivots break.

Frequently asked questions

Can I ignore filters for one question?

Yes. Choosing "Use all data" runs a question without the active dashboard filters, so you can compare one team against the whole operation in a single answer.

What counts as an exception in my export?

Whatever the file says it is: a status column with values like "late" or "failed", or a flag column of yes/no. The dashboard proposes an exception rate when it finds one; if the file has no such column, ask for the definition you want, such as items older than seven days.

How large can the export be?

Up to 25 MB per file, as CSV, XLSX, or XLS. A typical month of ticket, order, or shipment rows fits comfortably.

Does the dashboard update when I get next week's export?

Upload the new file and you get a new dashboard in about a minute. There is no scheduled connection to the source system; each upload is a snapshot you can keep, share, or delete.

Can I see the rows behind a number?

Yes. The Data tab shows the uploaded table with the same filters applied, and every answer's receipt names the filters and grouping, so you can trace a total back to its rows.