This paper highlights some of the challenges to develop potency assays for gene therapies and promotes a potential solution. It seeks to establish Industry alignment on the benefits of a matrix approach and provides high level guidance on how to adopt this strategy towards potency assay development and validation with examples for in vivo and ex vivo GT processes.