Google Play Store's upcoming new Download Manager could simplify managing app downloads. The Download Manager will supposedly show ongoing app downloads and unopened apps for easy access.

Amazon Fire tablets lack the Play Store, but they do support sideloading apps. Using Fire Toolbox you can easily install the Play Store for more app options ... step is to download Fire Toolbox.