In the last few years, we have seen an explosion in the scale and scope of AI health, a trend only exacerbated by COVID-19. Due to the uptake of AI applications in health, the global health landscape has seen significant shifts. To help understand this development and how best to achieve the potential of AI health technologies, it is necessary to critically look at the global political economy through which AI health technologies are made possible. There is a need to see this political economy as embedded in the everyday relations through which healthcare functions. The everyday level of how patients and healthcare professionals engage with AI health technology is essential to knowing how these new tools can help tackle forms of discrimination and other obstacles currently preventing universal health coverage.