How it shows up
- A chart nobody touched still shows the old period
- The text says 4.2 percent, the chart shows 3.9
- Two versions of the deck in circulation with different numbers
- A report generated for the wrong client that looks perfectly correct
Why it keeps happening
Copied numbers have no address. A reviewer can check that a number looks plausible; nobody can check that it is the right one without going back to the source, and there are 300 of them. As generated output gets more fluent, a wrong number gets more convincing.
What fixes it
A bound number can be pointed at. The reviewer sees which cell or query it came from, the auditor can follow the line back, and Refresh brings every number through the same link so the text and the chart cannot disagree. Rules by value do the checks people forget: a breach is red, an empty section is dropped.
If you cannot tell, for any number on any slide, which cell or query it came from, the deck is copied, not linked. Everything else follows from that.
