Inventory management for transportation deals with availability of buses, cabs, metros, railways, etc. and how its utlized across different routes in conjunction with expected demand. Without foresight into change in demand in advance, managing the availability in different city zones is difficult. Unlike factors which change slowly like economic growth, population density, urbanisation, events are temporary, but the impact is significant. Having access to forecasted onground event demand can help better utilize available inventory.