Splunk apps are designed to cater to numerous use cases and empower Splunk by extending its functionalities. They create multiple workspaces for different use cases or user roles, thereby allowing users to have customized experiences based on their specific needs. Additionally, Splunk apps are collections of different Splunk configuration files such as data inputs, user interfaces, and Knowledge Objects, which help organize and manage data processing and presentation within Splunk.