If the data is wrong… decisions are wrong.

What to Validate:

  • Report data matches actual records
  • Filters return correct results
  • Grouping & totals are accurate.
  • User visibility (who can see what)

How to Test:

Always validate against real data:

  • Pick a record → verify it appears in the report
  • Check filters (date, status, owner, etc.)
  • Validate totals (counts, sums)
  • Test with different users (data visibility changes)
  • Compare report vs actual database values

Common Bugs:

  • Missing records in report
  • Incorrect totals or calculations
  • Wrong filters applied
  • Dashboard showing outdated data
  • Users seeing data they shouldn’t
  • Reports not refreshing correctly

Pro Tips:

  • Validate with real sample records not just report output.
  • Check user visibility reports respect sharing rules