Native anomaly detection features

The AWS IoT SiteWise platform offers a range of powerful features that can transform your industrial operations:

• Predictive maintenance: Detect failures early, and integrates with work order systems to act on insights.

• Tight integration with AWS IoT SiteWise: Leverage the tight integration into your existing infrastructure, eliminating the need to move your data to an external service.

• Automatic model selection and training: Benefit from this support from AWS IoT SiteWise, without requiring any machine learning expertise.

• Customize your inference scheduling: Schedule inference jobs to align with your operational needs and shift timings.

• Labeled data: Improve accuracy with known failure intervals during model training.

• Model evaluation with pointwise diagnostics: Evaluate model performance at the event level.

• Scalable across assets: Create computation models for individual assets or across multiple assets to achieve scalability.

• Sensor-level insights: Gain detailed diagnostics that identify the specific sensor(s) contributing to an anomaly.

• Faster time to value: Move from sensor modeling to anomaly detection in a matter of hours, not weeks.