PickToGo project focuses on the warehouse automation through the development of the autonomous mobile robotic system capable of object picking, palletizing, and stowing tasks. This will be performed through recognition of goods on a pallet by a computer vision algorithm, boxes grasping by a robotic arm with an adaptive gripper and autonomous movement of robotic platform equipped with a set of sensors around warehouse.