The rapid rise of artificial intelligence (AI) and machine learning (ML) in biotechnology products and services is becoming a driver of the personalized medicine and health care sectors. While this integration can require special consideration during development of a patent portfolio, stakeholders across engineering, legal, and executive teams in both established companies and start-ups can leverage it to create valuable intellectual property (IP) assets in the marketplace.