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