Tag Archive for: edge analytics

Event-driven fraud detection architecture with Kafka data streams, AI analytics, and real-time banking alerts in a dark blue fintech theme.

Event-Driven Fraud Detection: How Kafka and Real-Time Streaming Are Transforming Alerts

Dr.ES October 19, 2025 Financial Crimes, adaptive machine learning, ai in banking, Alation, apache kafka, banking fraud ai, capital one, collibra, data governance, data modernization, edge analytics, event-driven fraud detection, explainable ai, financial technology, fintech innovation, flink, fraud analytics, Fraud Prevention, real-time analytics, real-time fraud alerts, Snowflake, streaming data pipelines, us banks 0

1) From Batch Reports to Real-Time Defense For years, banks relied on overnight jobs, static dashboards, and manual reviews...

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