There is proposed the analysis of computer- integrated system, using mobile robots for transportation and manipulation of goods inside manufacturing workspace. The complexity of transportation and manipulation tasks, the need of adaptivity and respond to dynamic impacts defines the level in intelligence of robots. The dynamic model, describing problem-solving processes in execution of path or manipulation tasks, is determined in terms of set theory as one of key elements for construction of automated control systems for integrated manufacturing. The intelligent part of decision-making system is based on logical model. The proposed system is implemented by model of robotic warehouse.