Systems, methods and non-transitory computer readable storage medium are provided for task-based health data monitoring relating to aircraft components of aircraft within an aircraft fleet. One method includes establishing a review item with a first data review state to create a review task relating to health data of an aircraft component, generating images relating to the review item for display on a display device, retaining the review item for monitoring responsive to receiving user input changing the first data review state of the review item to a second data review state, receiving new health data relating to the aircraft component and automatically resetting the review item from the second data review state to the first data review state responsive to receiving the new health data to create a new review task.