Data Analytics Platform for Utility
UTILITY
Water Product Company
Unified data collection & analytics platform for predictive intelligence and digital twin readiness
Objectives
The objective was to consolidate operational and enterprise data across multiple water treatment installations globally. The platform aimed to enable real-time monitoring, predictive analytics, and create a foundation for future Digital Twin initiatives.
Solutions
We built a scalable data platform integrating IoT sensor streams, web and mobile applications, spreadsheets, and legacy systems into a centralized data lake. Advanced data cleansing and normalization pipelines ensured consistent, high-quality datasets across plants and business units. Real-time dashboards were developed for operations teams and executive management. Predictive analytics models processed both streaming and batch data, preparing the architecture for Digital Twin simulation capabilities.
Benefits
- Unified enterprise data lake: Consolidated 10+ heterogeneous data sources, improving cross-plant data visibility by 60–70%.
- Real-time operational dashboards: Reduced incident response time by 30–40% through live process monitoring and alerts.
- Predictive performance insights: Enabled early anomaly detection, lowering unplanned downtime by 20–25%.
- Digital Twin readiness: Established a scalable architecture capable of supporting simulation models, reducing future implementation effort by 40%+.
- IOT DATA INTEGRATION
- STREAMING ANALYTICS PLATFORM
- DIGITAL TWIN ARCHITECTURE