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Business intelligence (BI) is much more than delivering BI reports. Any data warehouse solution that can survive normal business changes and scope expansion must be well modeled and architected from the outset. Often the real value of a data warehouse solution is not in the reports identified in... Read more »
Even companies that rely on a single ERP solution for operational systems find that managing master data involves unique challenges. It is rare that the master data required for daily operational needs is sufficient for analysis and planning. In reality, BI requires master data to be managed... Read more »
Delivering successful planning and forecasting systems requires an understanding of both the tools and forecasting process. Planning systems are often seen as configuring a model and building a history feed, but in reality there is typically a need for hierarchy management, conformance of... Read more »
A data warehouse provides value if the measures, KPIs, and hierarchies have consistent and clearly defined meaning. This is part of the meta data that must be delivered with any BI or MDM solution along with clear and meaningful documentation that allows the solution to be extended and supported... Read more »
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