Google AI ModeSep 26, 2026
When facing tight budgets and a widening gap in infrastructure needs, cities use specialized digital asset management, GIS, and risk-modeling platforms . These tools help quantify risk (probability of failure × consequence of failure) so that limited funds are directed to the most critical assets first.
Key platforms and technology types utilized by municipalities for data-driven capital improvement prioritization include:
- Autodesk Info360 Asset : A cloud-based platform specifically designed for water and wastewater utilities. It integrates GIS data, CCTV pipe inspection footage, and condition scoring to run risk models and statistical deterioration curves. This helps managers estimate remaining asset life and build defensible, prioritized capital rehabilitation plans.
Esri ArcGIS (with Water Utility Network Tools) : Spatial intelligence platforms allow cities to overlay asset records, maintenance history, and environmental or socioeconomic risk indicators directly onto dynamic maps. Municipalities use tools like
and spatial dashboards to visualize network vulnerabilities and communicate priorities clearly to stakeholders and city councils.
Sources5
- autodesk.comConnected Capital Planning for Water & Wastewater Utilities
- citydataintelligence.comHow Cities Are Using AI to Reduce Water Infrastructure Costs
- epochsg.comWater Utility Guide to GIS Asset Management Software
- carollo.comNew digital tools to enhance infrastructure master planning
- ghd.comPrioritization of capital projects using advanced analytics for a ...