Comparison
Revenue dashboards tell you revenue fell. Not why.
Dashboards aggregate settled facts faithfully. Leakage lives inside movement chains as absence — a third object neither chart reads. When margins erode without volume explanation, the instrument gap becomes visible; this page names it precisely.
The micro-example
Dashboard shows refund $100 ✓ and revenue −$100 ✓ — both true. The $90 stranding lives in the transfer object neither chart queries. Truthful aggregation coexisting with silent loss is the whole pathology.
Instrument metaphor, stated once
Dashboards observe outcomes; detectors test expectations. Buying more dashboards cannot add the missing question any more than more thermometers measure pressure.
Feeding recovered dollars back
Resolved-finding exports plot onto dashboards so recovery work becomes visible alongside the losses it counters.
Common questions
Do you offer a dashboard?
The findings queue is operational rather than analytical; exports feed whatever BI layer you prefer.