Overview
Smart Water Management & Leak Detection using AWS IoT Core and SageMaker
OneData Software Solutions uses AWS IoT and AI/ML capabilities to modernize water infrastructure through intelligent monitoring, analytics, and automation. Its Smart Water Management & Leak Detection System combines IoT sensors, edge analytics, and predictive modeling to deliver real-time visibility and operational efficiency.
Architecture & AWS Integration
• AWS IoT Core securely connects and manages thousands of ultrasonic and flow sensors across distributed water networks.
• AWS IoT Greengrass enables local edge processing for continuous monitoring even with intermittent connectivity.
• Amazon SageMaker powers AI-driven anomaly detection models that analyze sensor data to identify leaks, pressure drops, and consumption anomalies.
• Amazon Timestream stores high-frequency time-series data for efficient querying and trend analysis.
• Amazon QuickSight provides interactive dashboards with consumption patterns, leakage analytics, and predictive maintenance insights.
Capabilities
• Real-time water flow tracking and anomaly detection
• Predictive maintenance of pipelines and pumps
• Automated alerts for leak and pressure deviations
• Usage optimization through data-driven insights
• Integration with existing SCADA or ERP systems
• Sustainability reporting and compliance visualization
Use Cases
• Municipal water boards ensuring equitable distribution
• Apartment complexes detecting unauthorized usage
• Industrial facilities monitoring process water systems
• Agricultural irrigation networks optimizing flow efficiency
Business Impact
OneData’s AWS-powered IoT solution transforms traditional water management into a data-driven, automated operation. Utilities gain reduced non-revenue water losses, early fault detection, optimized energy usage, and improved asset lifespan. With expertise in AWS Well-Architected Framework, cloud security, and AI integration, OneData ensures reliability, scalability, and measurable ROI.
Highlights
- • IoT connectivity • AWS IoT Core • Amazon SageMaker • Edge computing • AWS IoT Greengrass • Predictive maintenance • Anomaly detection • Time-series analytics
 - • Real-time monitoring • Water leak detection • Flow metering • Smart utilities • Data visualization • Cloud scalability
 - • Sustainability analytics • Device management • Non-revenue water reduction • Smart infrastructure • AWS CloudOps • Digital transformation
 
Details
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