In order to study how the air defense weapon system can effectively implement the air defense against the target in the complex battlefield environment in the future, by considering the development trend of the air defense decision system, a data-driven air defense distributed collaborative decision-making system is designed, meanwhile, the system composition, system design flow, distributed decision mechanism construction technology and multi-platform weapon target allocation technology are introduced in detail.