This article appeared in Cybersecurity Law & Strategy, an ALM publication for privacy and security professionals, Chief Information Security Officers, Chief Information Officers, Chief Technology Officers, Corporate Counsel, Internet and Tech Practitioners, In-House Counsel. Visit the website to learn more.

In the race to innovate, developers must consider how data use could impact ownership of their technology. Data is the fuel for software development, and developers use historical data from existing products to train algorithms and build AI and machine learning models. Companies are well aware of privacy and regulatory restrictions on data use, but often do not consider the potential impact of data use restrictions on intellectual property ownership and use rights.