Document databases offer a flexible data model without needing to pre-define anything about their structure or values. This makes them ideal for scenarios where a data model is constantly changing or not fully known at the start of a project. However, the lack of predefined schema often results in poor query performance, making them less ideal for real-time and near-real-time applications.