Abstract: The various embodiments described herein generally relate to systems and methods for monitoring an operation of one or more self-driving vehicles. The method involves operating a vehicle processor of a self-driving vehicle to: collect, during operation, operation data associated with the operation of the self-driving vehicle; detect, from the operation data, a trigger condition is satisfied during the operation; determine, for the trigger condition, a pre-condition period and a post-condition period, the pre-condition period defining a time period before the trigger condition occurred and the post-condition period defining a time period following the trigger condition; retrieve, from a vehicle data storage, the subset of the operation data collected by the self-driving vehicle during the pre-condition period and the post-condition period; and transmit the subset of the operation data to the data analysis system.