This article summarizes the different aspects of the discussion that led to the implementation of the likelihood ratio approach of firearms identification by the Firearms Section of the Netherlands Forensic Institute (NFI). The authors’ (three firearms examiners and a statistician) perspectives on the use of this approach in cartridge case and bullet comparison are shared.