Cloud Analytics
Advanced Analytics Engine
Time-series analytics at scale -- pattern recognition, cross-site correlation, and automated trending across billions of data points with sub-second query performance.
Analytics Capabilities
Time-Series Storage Engine
Hypertable architecture with automatic partitioning, continuous aggregates, and columnar compression. Query years of data with sub-second response times.
Cross-Site Correlation
Compare pump efficiency curves across Manila and Cebu plants side by side. Identify best-performing configurations and propagate them fleet-wide.
Pattern Recognition
Automated detection of recurring anomaly signatures across your fleet. When a failure pattern appears at one site, the system alerts all similar assets.
Real-Time Aggregation
Continuous aggregate views pre-compute hourly, daily, and weekly rollups. Dashboard queries against millions of rows return in milliseconds.
Automated Trending
System automatically identifies degradation trends, seasonal patterns, and correlation shifts. Weekly digest emails highlight assets requiring attention.
Anomaly Aggregation
Roll up edge-detected anomalies into fleet-level heatmaps. See which asset classes, vintages, or manufacturers have the highest failure rates.
Use Cases
Energy Benchmarking
Compare kWh per cubic meter pumped across all water treatment plants. Identify outliers consuming 15%+ above fleet average.
Failure Mode Analysis
Correlate vibration spectra with maintenance records to build failure signature libraries. Reduce mean time to diagnose by 60%.
Regulatory Reporting
Auto-generate ISO 50001 energy reports, EPA compliance summaries, and internal SLA adherence scorecards from live telemetry.
Turn Telemetry Into Actionable Intelligence
Query billions of data points in milliseconds. Spot patterns humans miss.