Measuring patients with wearable devices in their unsupervised daily-living environment holds the promise of improving clinical decision making and care of movement disorders, as it can capture fluctuating and rare events in addition to more typical behaviour. However, we still face a few challenges. Read more about these challenges and the steps to overcome them when implementing unsupervised assessments in clinical practice and research.