Abstract: Autonomous vehicle inventory inspection and management is provided for a GPS-denied indoor warehouse with the objective of achieving fast, yet accurate warehouse inventory assessment. The warehouse stores inventory organized in a distributed and substantially parallel fashion. Passive identification markers are located on the racks for aiding navigation of the autonomous vehicle. Travel paths for the autonomous vehicle are predefined. They are relatively straight paths in between the racks, substantially constant and lateral first distance relative to at least one of two racks along its row, a substantially constant first height relative to a warehouse floor and a substantially constant speed for the autonomous vehicle. These requirements are important to attain the objective of faster, yet accurate inventory inspection and management. During travel, acquisition systems capture information of the inventory, which is synchronized with a digital management system.