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Enhance predictive maintenance with generative AI agents on AWS

AWS: Energy (Oil & Gas)

In this scenario, we have a variety of electric motors in the field, sending sensor readings. Sensor data arrives in JSON format, including a motor ID field. If it detects an anomaly, then the agent generates a summary and invokes a notification action from the defined action groups to send a notification to field operation teams.