Severe hypokalemia requires prompt management and close surveillance. Although artificial intelligence-enabled electrocardiography (AI-ECG) rapidly detects severe hypokalemia, its application for monitoring serum potassium (K+) dynamics during treatment remains unexplored. This study assessed AI-ECG performance in monitoring K+ changes during supplementation.