This document outlines a research project to develop an automated model for early detection of lameness in sheep using data collected from sensors on sheep neck collars. The model will be developed using a decision tree algorithm and tested on a data set to measure performance. Results will be compared to current lameness detection models. Ethical approval has been obtained to conduct the research at Moulton College/Lodge Farm.