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The real value is obtained when people use the data Most business people have no desire to crawl through the data and craft new reports from scratch They want to look at snapshots of their business but have the capability to look into more detail if necessary his type of use is best supported through the design and development of a series of report templates in combination with structured navigation Recommendation: Work with key business analysts to identify useful report templates Invest the time to build a starter set of reports, and invest in the development of the interface to help the business users navigate through all that is available to nd what is most useful for them This may require the development of a BI portal or creation of a dashboard 11 describes these in more detail Insuf cient data: Not having the data necessary to support the business is one of the biggest challenges to success Insuf cient data takes several different forms There may be some important data that is missing The data that is loaded may not be at a low enough level of detail to be useful Finally, there may be serious data quality problems Data-related issues do not go away without speci c actions and they can stall a data warehouse for years Recommendation: It is critical to get to the bottom of any real or perceived data quality problems Once they are identi ed and xed, additional education must be provided to help the business users understand what the data represents and why it is accurate, even if it is different from what they are used to When data is missing, either new data or more detail, additional projects must be scoped out to expand the ETL system to load the required data Keep in mind that once the data is loaded, BI applications and reports must also be developed to push the new data out into the business community Personnel challenges: Making sure the right people from IT and the business community are involved in the data warehouse can be dif cult Sometimes people are assigned to a data warehouse project because they had time available Others are assigned because they bring a special skill or have expressed interest in data warehousing In other cases, people simply do not have the skills needed to work effectively on the data warehouse Even with the proper education and given time to adapt, some people just ght DW industry best practices and cause trouble. 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