A project observation is easier to review when the team can find the records and calculations behind it.
Keep a stable record reference
Give each input record a stable identifier and preserve its original filename and date in a source register. When a document has several pages or sections, record a useful location reference. This gives reviewers a practical way to return to the underlying information.
Separate recorded facts from interpretation
The record may state a crew count, a quantity or a field observation. A later analysis groups and interprets those entries. Keep that distinction visible so a reader can see what the record says and what the reviewer has concluded.
Show how a metric was calculated
A chart needs a definition, a record period and a calculation rule. State how missing values, duplicate records and inconsistent units were handled. Source references alone do not explain a result if the transformation between the record and the metric is hidden.
Keep unresolved questions visible
When information conflicts or lacks context, record the issue and its effect on the analysis. A review note can explain why a comparison was limited or a calculation was not made. The aim is to make the output reviewable, not to make every record appear complete.
Review before deciding
An organized evidence trail helps a project team check an observation. It does not remove the need for judgment or establish that an extracted entry is correct. Review the record context and the limitations before acting on the output.
Madany's process includes structured data, exception checks and engineering review of the project intelligence report. See the review process