Automate weekly reporting while keeping the numbers reviewable

Copying numbers is only part of the work

A report owner exports data, asks colleagues for updates, repairs inconsistent labels, compares periods, writes commentary and formats the result. If a source is late or a metric definition has changed, the final review becomes a search for hidden assumptions.

Automation is useful when it makes the provenance and checks more visible. It is risky when it produces a polished document that hides missing inputs or silently changes a calculation.

Use automation for a stable reporting rhythm

• The same metrics and sources are used each period
• Definitions and owners can be documented
• Expected ranges or reconciliation checks exist
• A named person approves the final report
• Recipients and access levels are known

Make missing and surprising data impossible to overlook

• Metric definitions and source owners
• Reconciliation against source totals
• Threshold alerts for unusual changes
• Versioned templates and calculation rules
• Explicit approval before distribution
• A log of source timestamps and warnings

When a source is unavailable, the workflow should mark the report incomplete and notify the owner. Reusing an old value without a visible warning creates a tidy report and a bad decision.

Give the report owner control over the schedule

The handover covers sources, credentials, metric definitions, transformation rules, recipients, approval steps, alerts and the manual reporting path. It also states which wording is generated and which figures are calculated deterministically.

Possible success measures include preparation time, late inputs identified before review, corrections after distribution and the percentage of source values reconciled automatically. Korpalis agrees the useful measures after seeing the current process and reporting risk.