Why Orders-to-Capacity Matters
A concise rationale for the scope, measures, and reporting structure used in this case study.
One-line positioning
A first-version reporting model for a manufacturing planning environment, using mock data only.
Why this aligns with the role
The prototype is centered on the exact questions highlighted in the role: production planning, inventory management, financial forecasting, scenario planning, and reporting consistency.
Why the scope is intentionally narrow
A stronger first version shows judgement in metric selection. It is more convincing to define eight useful measures well than to present four broad dashboards without clear business logic.
Why variance analysis is central
The role is not only about reporting totals. It is about comparing plan, forecast, and actual performance and turning the gap into a management conversation.
What this case study emphasises
A narrow first version with explicit management signals.
Variance analysis as a decision tool, not only descriptive reporting.
Reporting consistency across Sales, Finance, Inventory, and Production.
What this is not claiming
It does not claim knowledge of any real manufacturer's internal systems, definitions, or process constraints.
It is not a production-ready BI model or a replacement for stakeholder discovery.
It is a proposal for what a sensible first reporting layer could look like.