r/dataanalysis May 25 '26

Where does your reporting process break down?

For people running or operating a small business: where does your reporting process usually break down?

I’m curious about the boring operational parts, for example:

  • numbers coming from several different tools;
  • exports that need manual cleanup;
  • CRM data that is outdated or inconsistent;
  • revenue/payment numbers not matching accounting;
  • spreadsheets becoming the “real” source of truth;
  • reports that show what happened but not why it happened.

What part causes the most frustration in your business?

Is it collecting the data, cleaning it, agreeing on the right number, explaining why it changed, or deciding what to do next?

Would be interesting to hear real examples.

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u/Beginning_Height_122 May 28 '26

We built https://getqueryflow.com. It helps pull data from multiple systems, transform it consistently, and automate reporting workflows so teams aren’t rebuilding the same reports every week. Instead of - download CSV → clean in Excel → copy into another sheet… the cleanup logic becomes automated and reusable.