Building and Dynamic Evolution of Enterprise Cross-Border Innovation Capabilities in the Context of Cross-Industry Integration

Under the background of cross-industry integration, enterprise innovation capability has gradually transformed into the core driving force for improving competitiveness and adapting to market changes. This paper analyzes the mechanism of cross-industry integration driving enterprise innovation capability, builds a model system of cross-border innovation capability, and provides a practical path to improve innovation capability under the situation of cross-industry integration. Combining literature review and typical case study, this paper explores the way to build enterprise cross-border innovation capability and its dynamic evolution characteristics, studies the evolution law and key influencing factors of innovation capability in different environments, and constructs a dynamic management strategy with significant adaptability and good flexibility to enhance the enterprise's lasting competitiveness and collaborative innovation level in a complex market environment. The research results provide theoretical basis and practical guidance for enterprises to formulate innovation strategies and build collaborative mechanisms in multi-dimensional integration scenarios.