Many industries continue to develop machine learning applications. The technology and communications industry has the highest adoption rate (32%) for Artificial Intelligence (AI) with a focus on machine learning. The Department for Transport (DfT) have launched several ML-powered projects in 2019. These include the Traffic Signal Advisor Service (TSAS) to optimise traffic control and reduce congestion, and prediction of post-accident road network recovery time.