Systems and methods for action-assisted traffic management

A method for managing traffic, the method comprising, through operation of at least one processor in a traffic management system configured via computer executable instructions included in at least one memory:

• receiving traffic network data including sensor data from a plurality of sensors, wherein the traffic network data comprise vehicle data and infrastructure data within a traffic network,
• identifying a deviation in a planned traffic network behavior based on the traffic network data and utilizing a defined parameter, wherein the deviation comprises a value outside a threshold of the defined parameter,
• determining a confidence level for the defined parameter and value, wherein the confidence level is calculated by evaluating whether one or more condition(s) associated with the defined parameter and value are true,
• identifying a causal factor for the deviation,
• generating actions for the causal factors to correct the deviation, wherein an output includes a list of automated actions and manual actions, and
• triggering the automated actions.