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