When Smart Farming Technology Fails to Deliver Economic Returns

Smart farming technologies can improve agricultural precision, automate selected tasks, and support more efficient use of resources. However, technical performance does not necessarily translate into sufficient financial returns for the farms adopting these systems. This research examines the economic conditions under which smart farming investments may fail to deliver expected benefits, drawing on evidence from the United States Department of Agriculture, the Organisation for Economic Co-operation and Development, and the Food and Agriculture Organization of the United Nations.

The study evaluates the relationship between operational improvements and the costs of technology acquisition, maintenance, integration, and continued use. It considers differences in farm scale, equipment utilization, infrastructure, digital skills, and agricultural production conditions. The findings distinguish technological effectiveness from farm-level profitability, demonstrating why a system that performs as intended may still be economically unsuitable for a particular farming operation.