Operational data existed across multiple functions, but reporting depended on manual consolidation and delayed extraction.
- Board reporting cycles were slow and heavily person-dependent.
- Critical indicators across sales, margins, and compliance were difficult to review in one place.
- Management cadence was often reactive because reliable visibility arrived too late.
