Hindalco also makes use of Artificial intelligence in maintaining its manufacturing equipment. We attach digital sensors to our equipment that collect data, analyse data and predict failure. A machine learning algorithm understands how the equipment responds to variation in processes, and triggers an alert whenever it predicts a failure.