Weekly report automation tool requirements should start with the checks that make the report usable: the right sources, the right week, complete records and a visible answer when something is missing.
An attractive chart does not tell you whether Friday’s export arrived. Before choosing software or commissioning a build, test how it handles the ordinary problems that currently send someone back to the spreadsheet.
1. Can it collect the sources you actually use?
List the files, systems and inboxes behind the existing report. Check the available access for each source rather than assuming an integration logo means every required field is available. If a source needs an export or controlled browser steps, include that dependency in the plan.
Our completed overnight reporting project combined available APIs with browser automation where needed. It illustrates source collection and visible failures; it is not a benchmark for the savings from a different weekly report.
2. Does it know which week it is reporting?
Agree the start and end of the reporting period, which date field is used and how late records are handled. Save the selected period with the output. A file downloaded today can still contain last week’s data.
Use a fictional test pack containing one correctly dated export, one old export and one record at the reporting boundary. The expected result should be written down before the test. Staff should not have to infer the period from a filename.
3. Will it notice a missing or duplicate file?
The workflow needs an expectation for what should arrive. Check required sources, key fields and any useful record or total checks. A missing source should produce an incomplete status or a stopped run, depending on the agreed rule.
Feed the same file in twice and retry a completed run. Confirm that figures and distribution are not duplicated. Preserve the source and run reference so somebody can explain what went into the published version.
4. Can a person understand the exceptions?
A useful exception names the source, the failed check and the action needed. “Something went wrong” leaves someone rebuilding the investigation. Keep the last successful output available, but clearly distinguish it from the current incomplete run.
Use the reporting readiness checklist to agree these rules. Check the manual fallback too: a colleague should know where the source files are and how to produce an authorised report if the normal route is unavailable.
5–7. Is the output checked, delivered and recoverable?
Check five is output validation: compare key totals and a sample of records with the agreed manual result. Check six is delivery: confirm the recipient list, approval point and behaviour when sending fails. Check seven is recovery: prove that a corrected source can be rerun without creating conflicting final versions.
A reporting automation workflow can prepare the same approved report each week while people review exceptions. Agree the owner and response process before launch. Measure preparation, review and recovery time together; removing the assembly work is useful even when the team still signs off the pack.