The session will highlight the continued challenges facing major construction projects in getting delivery of key materials to site, the implications of international tariffs and increased regulatory demands around supply chains, such as CBAM, EUDR and UFLPA. It will also reflect on the recent developments in the use of AI and machine learning to improve the understanding of multi-tier supply chains and the risk factors that are faced.