Qubit perspective

Recognise the warning signs
Multiple copies, undocumented formulas, manual exports and dependence on one person make reporting harder to maintain. Record where delays and disagreements arise.
Keep what still works
Excel can remain useful for analysis and planning. Decide which shared measures and recurring reports need a controlled data model rather than replacing every workbook.
Start with one management view
Choose a report that matters, agree its definitions and owners, and assess its sources. Build and reconcile a repeatable view before extending the approach.
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