This document discusses new approaches for fraud detection using Apache Kafka and KSQL. It introduces KSQL, an open-source streaming SQL engine for Apache Kafka. KSQL can be used to perform streaming ETL, anomaly detection, and event monitoring using SQL-like queries on streaming data. The document demonstrates how to run KSQL locally or in a client-server configuration, and how Arcadia Data provides a visualization layer on top of KSQL to enable visual analytics on streaming data.