Using Performance Point to combine SSAS actuals and Sharepoint targets

o today, I had a client request that we build a scorecard with the actuals in SSAS, and the targets in Sharepoint.

This is *possible* but it needs to be done in a very specific way. Firstly, because it is not totally simple, and secondly because there are a couple gotcha's that can wreck your day.