Data Collection &
Aggregation

Spectrum and/or  thermal data collected from the sensors installed in one or more sites is automatically aggregated and analyzed.

Rule-based Analysis
with AI Algorithms

Rule-based engine (RBE) with AI-powered algorithms can identify patterns and anomalies that  indicate potential maintenance needs.

Predicting Failure &
Perf. Degradation

Predicting failures or performance degradation before they occur, allowing for proactive maintenance scheduling.

Cost Reduction &
Increased Resilience

Develop predictive maintenance models hence minimizing unplanned downtime, reducing maintenance costs and boosting resilience.