You can, but you'd have to pull them into a data mart via ETL. The latest version of Pentaho, 5.0, has the ability to do data blending against multiple data sources, but the performance isn't what you normally expect from an OLAP tool. However, it is very good for exploratory questions.
Brace yourself while corporate america tries to sell us its things. Some day they will chill and use tiny ads.