AYR (formerly known as Singularity Systems) is a software platform that provides computer vision-based machine learning and automation solutions. It offers SingularityAI, an artificial intelligence platform that provides fraud detection, risk analysis, background checks, image classification, and other solutions. The company caters to banking, insurance, healthcare, energy sectors, etc.