Call another app from this app?

I'm getting perilously close to the memory limits on my app - peak 110kB, and I still have lots of features to add. I realize the app really has two pretty distinct phases, so I'm thinking about splitting it into two separate apps.
But I don't really want to bug my users by forcing them to switch between apps, so my question is: How do I call a second app from the first?
I suspect it isn't possible, but I thought I would ask the question.