Technology-driven transformations in agri-food global value chains: The role of incumbent firms from a corporate venture capital perspective
研究了农业食品全球价值链中哪些技术获得投资者最多支持，以及大型跨国公司的投资策略，发现下游技术更受青睐，现有企业采取升级、防御和组合三种策略。
Agri-food global value chains (GVCs) are failing to provide healthy and affordable diets within planetary boundaries. Many cutting-edge technologies are being developed to address the sustainability challenges throughout agri-food GVCs. While several studies seek to analyze the impacts of specific innovations on socioeconomic and environmental dimensions, the relationship between industry structure and the process of technological change has not received much attention in the value chain literature. Here, we focus on the entrepreneurial landscape of innovation in agri-food GVCs to 1) identify which technologies have been receiving most support from investors and 2) analyze the corporate strategies of the largest agri-food multinational companies regarding their investments in new technologies. Using Crunchbase as our primary data source and machine learning for natural language processing, we have identified around 15,500 companies developing innovations linked to agri-food GVCs, from farming to last-mile delivery. However, our analyses show an imbalanced scene in which downstream technologies capture most investors’ interest. Then, we use these results to explore the direction of investments by dominant agri-food firms, where we identify three trends: upgrading strategies to improve their core activities, defensive strategies to control technologies competing with their core business, and corporate portfolio strategies to seize profit opportunities.