Data annotation is a critical step in the development of sophisticated artificial intelligence (AI) systems. Without it, AI models would be unable to understand the vast amounts of data they need to function effectively. Data annotation involves tagging raw data, such as text, images, or audio, to provide meaning that AI algorithms can comprehend.