Dubai's marine transport network is set for a data-driven upgrade as the Roads and Transport Authority (RTA) rolls out an enhanced Seasonal Network initiative powered by artificial intelligence and predictive analytics. The move is designed to improve service flexibility and respond more efficiently to fluctuating passenger demand during peak seasons, public holidays and major events across the emirate.The summer operating plan, effective in July, is built on an integrated big-data repository tracking passenger numbers, revenue, and occupancy rates. Officials say the system sharpens forecasting accuracy and supports more responsive operational decisions as usage patterns shift throughout the year. How the AI-led model works? At the centre of the initiative is an AI-led model.