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Business Intelligence

Bookings and Shipments Cancellation

A Power BI report analyzing bookings and shipments cancellations, built from scratch with a documented data model and DAX measures.

Business problem

Cancellations were recorded as individual events with no easy way to see volume, timing or causes across bookings and shipments.

Solution

  • Built a Power BI report from scratch that breaks cancellations down by pattern, making recurring issues visible.
  • Created the data model, DAX measures and business logic from scratch, and documented all of it.

Measurable impact

Patterns

Cancellation behavior measurable, not anecdotal

What changed for the team

  • Cancellation volume, timing and causes became visible as patterns, not as isolated events.
  • The team could identify which cancellations recurred and act on the biggest drivers instead of reacting case by case.
  • Reviews of cancellations shifted from anecdote to evidence, because every number traced back to one documented model.

Technical implementation

  • Power BI data model designed from scratch across bookings and shipments.
  • DAX measures for cancellation volume and timing centralized in the model.
  • Model, measures and logic fully documented.
  • Power BI
  • DAX
  • Data Modeling
  • Power Query

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