1. Executive Summary A leading national payment and financial infrastructure provider transformed its analytics and fraud detection capabilities by migrating from a legacy Hadoop system to a modern data lakehouse powered by MinIO AIStor and Trino on Kubernetes. The shift delivered a 65% reduction in fraud model runtime, a fivefold