Manufacturing use case
Management Reporting Automation
Managers often assemble reports by pulling data from multiple systems, reconciling spreadsheets, and rebuilding the same status updates every week or month.
Current-State Problem
Managers often assemble reports by pulling data from multiple systems, reconciling spreadsheets, and rebuilding the same status updates every week or month.
Typical Manual Workflow
- Export data from ERP, quality, production, and spreadsheet sources.
- Clean, combine, and reconcile figures manually.
- Build charts and commentary for the reporting audience.
- Distribute the report and answer follow-up questions.
Improved Future-State Workflow
- Define the decisions, measures, and data owners for each report.
- Collect approved data on a defined schedule with quality checks.
- Prepare a consistent dashboard or report draft with visible sources.
- Review exceptions, approve commentary, and distribute the final readout.
Human Decision Points
- Confirm the measures and definitions leadership will use.
- Review unusual results, data gaps, and explanations.
- Approve the final management interpretation and actions.
Required Information and Systems
- ERP, MES, quality, maintenance, or CRM data
- Reporting tool, spreadsheet, or dashboard platform
- Defined KPIs and data dictionaries
- Access to approved source systems
Risks and Guardrails
- Prevent misleading results from incomplete or inconsistent data.
- Keep calculation logic and source data traceable.
- Do not allow automated summaries to replace management judgment.
Potential Measurements
- Report preparation time
- Data refresh reliability
- Number of manual reconciliations
- Use of reports in management decisions
Start with evidence, not assumptions. The right scope, measures, and implementation approach depend on your process, systems, data, and governance requirements. This use case is intended to support a practical evaluation—not to promise specific savings.
Explore the right next step.
Talk with Step Next Training about your process, constraints, and the level of support that fits this use case.