The document outlines a proposal for a machine learning algorithm that utilizes crowdsource data to enhance transport planning during the HS2 construction in the West Midlands. It emphasizes the potential benefits to local authorities, including reducing congestion and improving transport systems while involving the public positively. Additionally, strategies for encouraging widespread adoption of the accompanying app, such as gamification and rewards schemes, are discussed.