Good white paper on BI product evaluations based on (among others):
Balanced scorecards and key performance indicators (KPIs)
Enterprise portals
Querying,reporting and analysis of information
Data warehouse modeling and deployment
Meta-data management
Transformations,cleansing and transfer of data
Online Analytical Processing (OLAP)