Reports your team can read, verify and reuse

A useful report answers a business question and makes its source understandable. Corevelt treats reporting as a workflow: define the question, prepare the data, calculate the result and deliver a format people can use.

Agree on the meaning of each number

Define the reporting period, included records and status rules. Clarify whether amounts include taxes and whether cancelled or reversed transactions count. Document the date used for grouping: creation, confirmation or completion. Two correct queries can produce different totals when they answer different questions.

Prepare data before calculation

Check duplicates, missing identifiers and inconsistent dates. Keep numeric values numeric instead of storing formatted strings with separators. When combining sources, identify a stable key and define which system owns each field. Record rejected or incomplete rows for review.

Make the export usable

Arabic reports need readable headings and right-to-left layout, while identifiers and numeric cells need their appropriate direction and type. Excel exports should distinguish totals, headers and details, and preserve dates and amounts for sorting and further calculations. Avoid relying on visual formatting to convey business meaning.

Provide a review path

• Display the applied filters and reporting period.
• Make totals traceable to included records.
• Compare a small known dataset before a full export.
• Restrict access to reports according to data sensitivity.

Start with the decisions the report should support. A focused operational report is easier to verify and maintain than a dashboard filled with unrelated numbers.