Not much more so than today's web applications, IMO. Most web calls end up pulling data or resources from several APIs as it is when you request a page.

My take on the multiple AI front is that these AI systems will be like apps themselves. Too specialized to dominate, but could potentially excel an area of expertise better than a generalized monolithic AI, if it is properly fine-tuned.