The integration of Artificial Intelligence (AI) techniques has revolutionized EEG signal extraction and analysis, enabling deeper insights into brain function and facilitating applications in various domains such as healthcare, neuroscience, and human-computer interaction. The AI tool is for EEG extraction, processing, and analysis, monitoring brain activity and understanding cognitive processes.