Predictive Maintenance
Prevent equipment failures before they happen.
An AWS-based predictive analytics solution that processes historical and sensor data, including SCADA systems to forecast server performance and machine downtime.
Gain actionable insights to optimize maintenance schedules, reduce unplanned outages, and lower operational costs.
Explore AWS Solutions for Predictive Maintenance
Anticipate breakdowns and reduce downtime with AWS loT and ML services
AWS IoT Core
AWS loT Core securely connects and ingests data from billions of loT devices without managing infrastructure. Collect real-time sensor data to enable continuous monitoring and predictive analytics.
AWS IoT Device Management
Register, organize, monitor, and remotely manage loT devices at a scale. Maintain full visibility and control over your equipment fleet across distributed environments.
AWS IoT Events
AWS loT Events monitors device and equipment data to detect anomalies or operational changes. Automatically trigger alerts and actions when potential failures are identified.
Amazon Monitor
An end-to-end ML system that detects abnormal conditions in industrial equipment. Enable predictive maintenance without complex model development.
Amazon Rekognition
Analyze images and videos using computer vision capabilities. Detect visual defects, safety issues, or equipment anomalies to enhance maintenance and inspection of workflows.