One issue that regularly confounds supporters of business intelligence (BI) software has been the general lack of adoption. BI software clearly adds value, but end users have been loath to give up their spreadsheets in favor of richer BI applications that are often difficult to master. To solve this issue, some have argued that what was really needed was a less expensive approach to deploying BI applications using open source or software-as-a-service applications.

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