People with disabilities and chronic health conditions are less likely to be employed due to systemic barriers, including workplace discrimination. They are also particularly vulnerable to the harms of automated surveillance, which can exacerbate barriers. When it comes to automated decision-making, research shows that data science predictions are often completely wrong for outlier groups like people with disabilities.