This paper provides a detailed examination of innovative solutions aimed at enhancing the safety, durability, and aesthetic integration of architectural structures through the use of next-generation advanced composite materials. Special attention is given to the application of metal-ceramic and multilayer honeycomb panels of the QUANTUM CERAMIC and QUANTUM PARUS series, which possess unique functional properties and demonstrate significant advantages in the construction and renovation of critical urban and transport infrastructure facilities. Based on case studies of metro stations, high-speed railway terminals, transit hubs, airports, tourist centers, architectural heritage sites, as well as nuclear power plants and industrial facilities, the article explores the potential of these materials to improve operational reliability and resistance to extreme climatic and mechanical impacts. Particular emphasis is placed on the development of smart composites featuring multifunctional capabilities such as self-cleaning, energy efficiency, and adaptability to changing operational conditions, thereby opening new prospects in smart urban planning and sustainable development. Results from comprehensive testing confirmed the materials’ high fire resistance (non-combustibility, Class NG), frost resistance down to −60 ℃, and full compliance with stringent national and international standards (GOST and ISO). The practical implementation of these panels in nuclear energy facilities, sports complexes, and museum environments demonstrates their versatility and technological efficiency, underlining their broad applicability in contemporary urban and architectural projects of various scales and purposes.