The future of replacement in toxicology looks promising, with continuous advancements in technology and science. As computational power increases and our understanding of biology deepens, the development of more sophisticated and predictive models is expected. Collaborative efforts between academia, industry, and regulatory agencies are likely to accelerate the validation and acceptance of alternative methods. Ultimately, the goal is to create a sustainable toxicological testing framework that prioritizes ethical considerations while maintaining scientific integrity and accuracy.