A study published in Progress in Economic Geography reveals that agricultural startups operating within established networks dominated by incumbent players tend to produce incremental innovations rather than transformative ones. The research focused on a region in northwest Lower Saxony known as Germany's "Silicon Valley of modern agricultural production," where strong mutual ties among incumbents make it difficult for startups to penetrate existing networks. This limits the potential for more disruptive ideas, including those with stronger sustainability credentials, to gain traction until they align with incumbents' interests.

The study also highlights a lack of active participation by farmers in regional innovation processes, pointing to a weak network failure. There is limited interaction between agri-startups and their intended end users, affecting the practical relevance of the innovations that are developed. The research suggests that founders with roots in traditional farming regions but with experience outside those systems may be better positioned to bridge this gap by maintaining social access within established structures while introducing ideas less shaped by incumbent norms.