Predictive Modeling for Water Mains
Identify and manage water mains at risk of failure using locally tailored, AI-driven predictive modeling.
Key Features
Stay ahead of water main leaks and failures
BlueConduit’s Water Main Predictions identifies high-risk water mains using advanced modeling, enriched data, and expert insights. Delivered through the BlueConduit Platform in Esri, it offers dynamic tools, continuous updates, and actionable insights to empower proactive decision-making.
How it Works
Service Line Inventory from start to finish
Data dashboard
View and dynamically interact with your up-to-date water mains dataset:
View and dynamically interact with your up-to-date water mains dataset:
- Interactive map view & tools
- Interactive table view & tools
- System health indicators
- Break history metrics
- Interactive charts
- Data layers include, but are not limited to:
- Water main data
- Break history
- Criticality
- Filter and sort by multiple factors including, but not limited to:
- Diameter
- Material
- Install date
- Criticality
Predictive modeling
Enhance your understanding of water main risk with high accuracy likelihood of failure predictions:
Enhance your understanding of water main risk with high accuracy likelihood of failure predictions:
- Likelihood of failure (LoF) predictions for every water main for multiple timeframes using BlueConduit’s state-of-the-art machine learning models
- Ongoing, dynamic prediction updates
- Prediction explainability, systemwide
- Prediction explainability, by water main
Predictive dashboard
View and interact with your dynamically up-to-date water mains likelihood of failure predictions
View and interact with your dynamically up-to-date water mains likelihood of failure predictions
- Predictions with explainability, bucketed by LoF percentile (Top 1%, 5%, etc)
- Prediction change-over-time assessment and explainability
- Break history metrics (interact, filter, sort)
- Map view (interact, filter, sort)
- Table view (interact, filter, sort, export)
- Filter by multiple factors including, but not limited to:
- Diameter
- Material
- Install date
- Criticality
- Compare predictions to multiple baseline models including:
- Historical breaks only
- Water main age only
- M-77 LoF weighted model, with weighted assigned via machine learning models
Reports
Simple reports to help you understand your data and BlueConduit’s data science results:
Simple reports to help you understand your data and BlueConduit’s data science results:
- Data Analysis Report
- Time Shift Study
- Methodology & Results Report, annual
Customer success
BlueConduit’s team is committed to your success and highly engaged as you use our tools:
BlueConduit’s team is committed to your success and highly engaged as you use our tools:
- Implementation support
- Ongoing support conversationsv
Data dashboard
View and dynamically interact with your up-to-date water mains dataset:
View and dynamically interact with your up-to-date water mains dataset:
- Interactive map view & tools
- Interactive table view & tools
- System health indicators
- Break history metrics
- Interactive charts
- Data layers include, but are not limited to:
- Water main data
- Break history
- Criticality
- Filter and sort by multiple factors including, but not limited to:
- Diameter
- Material
- Install date
- Criticality
Predictive modeling
Enhance your understanding of water main risk with high accuracy likelihood of failure predictions:
Enhance your understanding of water main risk with high accuracy likelihood of failure predictions:
- Likelihood of failure (LoF) predictions for every water main for multiple timeframes using BlueConduit’s state-of-the-art machine learning models
- Ongoing, dynamic prediction updates
- Prediction explainability, systemwide
- Prediction explainability, by water main
Predictive dashboard
View and interact with your dynamically up-to-date water mains likelihood of failure predictions
View and interact with your dynamically up-to-date water mains likelihood of failure predictions
- Predictions with explainability, bucketed by LoF percentile (Top 1%, 5%, etc)
- Prediction change-over-time assessment and explainability
- Break history metrics (interact, filter, sort)
- Map view (interact, filter, sort)
- Table view (interact, filter, sort, export)
- Filter by multiple factors including, but not limited to:
- Diameter
- Material
- Install date
- Criticality
- Compare predictions to multiple baseline models including:
- Historical breaks only
- Water main age only
- M-77 LoF weighted model, with weighted assigned via machine learning models
Reports
Simple reports to help you understand your data and BlueConduit’s data science results:
Simple reports to help you understand your data and BlueConduit’s data science results:
- Data Analysis Report
- Time Shift Study
- Methodology & Results Report, annual
Customer success
BlueConduit’s team is committed to your success and highly engaged as you use our tools:
BlueConduit’s team is committed to your success and highly engaged as you use our tools:
- Implementation support
- Ongoing support conversationsv
