Introduction The M25, often referred to as London’s Orbital Motorway, plays a crucial role in the UK’s transportation network. As one of the busiest motorways in Europe, the flow of traffic on the M25 can significantly impact travel times for thousands of commuters and transport logistics. Recent traffic conditions have highlighted both persistent congestion issues