Reporting Integrity — Assessment

It is not Because a report only summarises the transactions beneath it Because charts are decorative Because reports invent data

Data nobody can see Transactions that are attributed, validated, and left on an audit trail Data in a spreadsheet Deleted data

It does not It lets you drill from a total down to the transactions behind it, making the figure defensible It hides the data It raises prices

Hackers Scope or definition mismatches — ranges, locations, or hidden exclusions The colour scheme Too few charts

More spreadsheets Sales, stock, and finance reports reconcile from the same governed data Slower reports Hidden numbers