Corporate Resilience in France

Analyze patterns of corporate resilience in a developed economy: how leading firms across automotive, aerospace, finance, and energy-related sectors adapt to energy-price changes, demand shifts, and global competition through pricing, productivity, partnerships, and R&D. Propose a forecasting framework linking macro signals to firm performance and discuss implications for policy, finance, and investment.