Gold-standard welfare assessments of dairy cattle, e.g., Qualitative Behaviour Assessment (QBA), require training and are time consuming in a sector with labour constraints. Utilising existing sensors on farm for management purposes (e.g. oestrus detection) for welfare evaluation could benefit farmers and the wider industry. As with QBA, sensors enable early detection of health/welfare issues, supporting management decisions and productivity, without substantial labour demands.