Amazon Kinesis Analytics allows you to detect anomalies on streaming data in real time. Today, we launched two new features that provide explanations of the anomalies, making it easy for you to perform root cause analysis. You can learn which fields in your data lead to high anomaly scores and identify trends associated with the anomaly.