This document summarizes a proposed large scale pilot project called "Smart Farming and Food Security" that aims to develop architectures and solutions for connecting the agri-food value network through Internet of Things technologies. The project would involve building a software as a service platform for business collaboration in agriculture, transportation, and logistics. It would also involve large scale trials in various areas of the food supply chain like crop protection information sharing, greenhouse management, fish distribution, and food quality assurance. The project is proposed by Wageningen UR, ATB, and FIWARE partners and would require partnerships with agriculture service providers, manufacturers, cooperatives, and associations. The estimated budget for the large scale pilot is 30 million Euros.