We never did find out what this building was, but it looked beautiful from the street and quite different from anything else around it. It was quite difficult to photograph, though, with all the fences and palm trees in front if it, so we finally slowed down by the guard shack at the gate (on our second time around an incredibly long block), and I managed to get this.

A closer view of Tamkeen Tower, posted earlier: