Description: This article presents modern approaches to the development and implementation of innovative composite materials and modules for intelligent transport systems. Energy supply systems, energy storage, water and air supply, as well as integrative solutions for real-time management of smart transport components, are discussed. Special attention is given to the use of artificial intelligence and neural networks to improve efficiency and reliability. Issues of comprehensive logistics and integration of commercially viable technologies are also analyzed.