Mary4_YARD shows its mobile manipulator designed by INESC TEC to assist a human operator in carrying out intralogistics tasks. The plug-and-play technology makes its deployment easier in the environment as tools for easier vertical and horizontal integration, tools for simple skill-based programming, a system for AI-based object perception and grasping, and navigation tools that allow autonomous operation of the mobile platform.