# Databricks explains real-time fraud detection with Feature Views

> Original title: Real-time fraud detection with Feature Views

- Source: Databricks Blog
- Published: 2026-11-05T23:23:36.000Z
- Bad Influence: https://badinfluence.news/items/et7rqwc0yisiwbwvomzywjosv
- Original: https://www.databricks.com/blog/real-time-fraud-detection-feature-views

## Summary

Databricks walks through real-time fraud detection using Feature Views in Databricks Feature Store, following a $900 payment from a Kafka stream to a fraud score served by Model Serving. Feature Views let teams define each feature once, producing both point-in-time training data and managed pipelines for online inference. The model combines five-minute transaction counts, a 30-day spending baseline and current payment details.