Rapid advances in machine learning and chatbot technology will likely make PLM software more sophisticated and capable of extending even further into product engineering, coding, and logistics management. Some speculate that PLM will increasingly be used to promote supply chain sustainability amidst ongoing climate change and over-extraction.