The Medicines and Healthcare products Regulatory Agency (MHRA) and Regulatory Innovation Office (RIO) have opened a call for evidence on the use of artificial intelligence (AI) in medicines development and safety evaluation. The call seeks information from organisations on how they are using, developing or planning to use AI-based approaches, as well as barriers and challenges relating to model development and validation, data access and sharing and regulatory considerations. The findings will inform the development of the ‘Beyond ADMET: AI for medicines safety’ regulatory sandbox announced in June 2026, which will explore the use of AI in assessing the absorption, distribution, metabolism, excretion and toxicity (ADMET) of medicines. The proposed sandbox will use iterative workshops to provide a structured regulatory environment in which developers can test, demonstrate and refine AI-based predictive tools intended for use in medicines development and regulatory submissions. The MHRA and RIO are seeking views from organisations across the medicines development pathway, including those involved in toxicology, preclinical and clinical research and testing, life sciences, biotechnology and AI. Respondents do not need to be currently using AI-based approaches and may provide information on future plans and areas of unmet need. The call for evidence closes on 22 December 2026.