The use of in vitro new approach methodologies (NAMs) to assess the potential for respiratory irritation depends on several factors, including the specifics of exposure methods and cell/tissue-based test systems. A new workshop report co-authored by the American Cleaning Institute (ACI) examines this topic in the context of human health risk assessment for cleaning products as discussed at a 1-day public workshop held on March 2, 2023.