The future of NAMs in toxicology looks promising, with ongoing advancements in technology and increasing acceptance from regulatory bodies. The continued development of more accurate and comprehensive models will enhance the capability of NAMs to predict human responses to chemical exposure. As more data are generated and shared, the predictive power and reliability of these methodologies will improve, paving the way for NAMs to become a central component of toxicological evaluations globally.