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Strategy Perspective
From reporting project to operating capability: building a sustainable data core
The value of a data platform is not the number of reports, but whether it changes decisions and action in management reviews.
Enterprise data initiatives often struggle not because of technology, but because they lack a clear operating narrative. Metrics without owners, management actions and review cadence simply create more reports.
A sustainable data core starts with management questions: which decisions must become faster, which exceptions must surface earlier, and which definitions must be consistent. Metrics, models and governance then follow.
Technology is the vehicle. Durable capability comes from shared business and IT ownership, adoption mechanisms and continuous improvement.
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