Problem
Weekly reporting consumed too much senior time and often shipped late or with inconsistent formatting.
Workflow
- Pull KPI snapshots from defined sources.
- Normalize numbers and compare against prior periods.
- Draft executive summary with notable changes.
- Highlight anomalies and unresolved data quality flags.
- Publish report draft for owner approval.
Output / Result
Predictable reporting cadence with less manual overhead and clearer insight communication.
Lessons and limitations
- • Stable metric definitions are mandatory.
- • Automated drafts are strong, but anomaly interpretation must be human.
- • Stakeholder trust improved with consistent report structure.