The field of companion diagnostic (CDx) development is expanding beyond oncology and into other areas such as hereditary diseases and autoimmune disorders. Machine learning and artificial intelligence are playing a growing role in the development of CDx tests, particularly in the use of digitized pathology slides for identifying biomarkers.