The Danish tax authority has introduced 23 different AI-systems, but because of the fear of miuse and fraud the Danish IRS has limited how open they are about how the these systems work and from what data they are built. We take a dive into how much transparency, privacy and effiency intertwine in this area. And we ask: What should citizens demand from the state, when algoritms are put to work in our public registries?