Yes. Kinesis Analytics can aggregate data over time windows continuously, detect anomalies, and take actions such as sending alerts. For example, Kinesis Analytics can calculate rolling 10-second averages of valve temperatures every 5 minutes in industrial equipment, and detect when the temperature exceeds certain preset thresholds.