Every Photon Counts. Every Anomaly Costs.
Real-time solar panel fleet monitoring with GBDT-powered anomaly detection. Predict degradation, classify faults, optimize yields. From 100 to 100,000+ panels — catch issues in 24 hours, not 90 days.
Solar operators lose 3-8% annual yield to undetected issues.
Real-time fleet visibility across all your installations
From panel telemetry to actionable insights
Panel Telemetry
TimescaleDB
Lattice/MP GBDT
Anomaly Scores
Flutter Dashboard
AI-powered monitoring that never sleeps
GBDT-powered expected vs actual yield comparison. Detect underperformance within 24 hours instead of quarterly inspections.
C4.5 decision trees diagnose soiling, micro-cracks, inverter drift, and hot spots. Know what's wrong, not just that something is.
K-means groups panels by performance profile. Identify systemic issues affecting entire strings or zones.
Detect distribution shifts in irradiance→yield curves. Catch gradual degradation before it compounds.
Priority-ranked work orders with ROI estimates. Fix what matters most first. Maximize return per service call.
Flutter app for field technicians. Real-time alerts, panel maps, work orders. Everything needed on-site.
Built for scale and speed
From rooftop installations to utility-scale farms
Monitor 100,000+ panels across multiple sites. Fleet-wide anomaly detection, centralized maintenance scheduling, executive dashboards.
C&I installations with complex string configurations. Per-building analytics, lease compliance reporting, tenant billing integration.
Manage thousands of residential systems. Homeowner-facing dashboards, automated warranty claims, installer dispatch.
Multi-client fleet management. SLA tracking, performance guarantees, predictive maintenance, client reporting.
Deploy SUNSPOT and recover 3-8% annual production.
