A system and method for blocking path detection is provided. A job comprises tasks with at least some of the tasks dependent on other task(s). Each task is assigned to an ownership team. At a particular point in execution of the job, states of tasks of the job are identified. The states include one of three mutually exclusive states: waiting for another task/finished, in progress, and, blocked. When all the tasks with identified states of in progress or blocked are assigned to a particular ownership team, the particular ownership team is identified as on a blocking path. An action can be performed regarding the blocking path, for example, selected in accordance with policy-defined response actions such as generating an incident, escalating an existing incident, and/or sending a notification (e.g., an accumulated time on the blocking path can be calculated for each team with team(s) notified when certain threshold(s) are exceeded).