White Papers & Research

Agricultural programmes across Nigeria register farmers using name and location fields hashed into a unique identifier. FutuX Agri-consult analyzed 14,945 farmer records across 12 Nigerian agricultural datasets and found the standard production algorithm produces a 10.12% collision rate — meaning roughly 1 in 10 farmers is either merged with someone else or generates a phantom duplicate record. This paper presents the findings and a machine learning solution for programme operators.