AI Insights
Wastewater systems generate large volumes of operational data. But important changes can be difficult to distinguish from normal variations in loading, weather and seasonal conditions.
Guard AI Insights continuously analyses data across the Wastewater Intelligence platform, identifying anomalies, emerging trends and changes in relationships between variables. Statistical analysis and AI-generated explanations turn complex datasets into operational insight, helping utilities understand what is changing and where attention is needed.
From data to understanding
An unusual measurement does not necessarily indicate an operational problem. Its significance depends on the conditions surrounding it.
AI Insights evaluates changes against historical patterns and operational context, highlighting developments that warrant attention rather than presenting every deviation as an alarm.
Identifying meaningful changes
AI Insights continuously compares current measurements with historical reference periods and seasonal patterns.
Statistical models detect anomalies, gradual changes in hydraulic loading and infiltration and inflow levels, and shifts in relationships between variables. Related anomalies are consolidated into events to reduce unnecessary alarm noise.
Explaining what the data reveals
Detecting a change is only the first step. Understanding the conditions behind it is what makes the information useful.
AI Insights uses a language model to generate explanations of detected events, including the patterns and influencing factors identified by the analysis. Insights are classified by severity and operational significance, supporting more informed decisions across wastewater networks and treatment plants.
Key benefits
- Automatic detection of anomalies and emerging trends
- Continuous analysis of loading and I/I developments
- Comparison with historical and seasonal patterns
- Identification of changing relationships between variables
- Consolidated events and reduced alarm noise
- AI-generated explanations in operational context
How it works
Understand what is changing in your wastewater system
Identify significant developments across your network and treatment processes.