Predictive modeling revolution for municipal infrastructure
Published on by Karl Michael Millauer
Unique Benefits:
● Extends the lifespan of infrastructure by identifying high-risk assets, allowing for early and increased maintenance
● Understand condition risk at the specific asset - allows for better prioritization and efficiency of capital
● Helps secure limited funding and meet complex compliance requirements
● Allows continuous asset condition assessments
● Opens predictive and decision analytics to new outside data inputs (weather, socioeconomic, etc.) which were difficult to incorporate in the past
How our software platform works:
● Predictive modeling - each asset is different - we create a customized predictive infrastructure model for each problem in each city. AI allows us to ingest large amounts of data, create multiple and optimized models and make incredibly accurate predictions for each asset in a short period of time.
● Create insights & recommendations - our predictions + outside data + optimization analytics to allow automated prioritization, selection, scenario/budget builds, and reporting.
● Integrate into other systems - GIS and asset management systems are ubiquitous and considered by our customers to be the source of truth. Those systems also hold massive amounts of digitized data often overlooked.
We ingest data from, then update to, these systems with our predictions and recommendations.
Information
- Location: United States
Taxonomy
- Infrastructure Design Software
- Infrastructure
- Infrastructure Management
- Smart Infrastructure Development
- Analytics & Modeling