Yes, Memberium does support WordPress Multisite. Each site can connect with different Infusionsoft application or the same application which share caches.
Can You Run Memberium on a WordPress Multisite?
Update on March 17, 2020
Yes, Memberium does support WordPress Multisite. Each site can connect with different Infusionsoft application or the same application which share caches.