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