New AI capability analyses years of accumulated utility inspection data to predict infrastructure failures before service disruptions occur, addressing a critical gap in power, water, and gas utility operations programs
TORONTO, July 2026. Field Eagle, a field inspection and asset management software platform built by Konverge Digital Solutions, has launched AI Preventative Maintenance. This new capability analyses historical utility infrastructure inspection data to predict asset failures, prioritize maintenance by risk level, and optimize inspection schedules across distributed utility networks.
The capability was introduced publicly at the Global Energy Show Canada 2026 in Calgary, where Field Eagle Founder & Managing Director Sonia Couto presented the technology to energy executives, asset managers, and operations leaders from across the North American utilities sector.
Addressing the Inspection Data Gap in Utility Operations
Utility infrastructure inspection programs generate substantial volumes of structured data across every inspection cycle. Substation equipment condition ratings, transmission line assessments, pipeline integrity findings, water treatment facility inspection records, and distribution infrastructure surveys collectively build a detailed picture of asset condition over time.
The challenge utilities have consistently faced is that this data is used once to generate the inspection report and then sits unused in databases that are never systematically analysed across inspection cycles. Deterioration patterns that predict failures remain invisible to operations teams reviewing individual inspection reports, even as the underlying data contains the signals that would allow proactive intervention.
"Most utilities are sitting on years of structured inspection data they have never been able to analyse at scale. Every inspection cycle adds to that dataset. The patterns that predict infrastructure failures are in the data. They have just been impossible to surface with the tools available until now."
Sonia Couto, Managing Director, Field Eagle
How Field Eagle AI Preventative Maintenance Works for Utilities
Field Eagle AI Preventative Maintenance operates as an intelligence layer on top of the Field Eagle inspection platform. The AI analyses accumulated inspection histories across a utility's full asset portfolio to identify deterioration patterns that precede failures, surface assets approaching critical condition thresholds, and flag health and safety risk patterns that span multiple inspection cycles.
Key capabilities for utility operations teams include the following.
- Asset failure prediction. The AI identifies which infrastructure assets are heading toward failure based on deterioration rates calculated from inspection history, enabling maintenance intervention before failures cause service disruptions.
- Risk-prioritized maintenance scheduling. Required maintenance actions are ranked by risk level and cost of inaction, directing maintenance resources to where the operational consequence of failure is highest.
- Inspection schedule optimization. Inspection frequencies are adjusted based on actual asset risk rather than fixed calendar intervals, increasing inspection intensity on deteriorating assets while reducing unnecessary inspections on stable infrastructure.
- Customized operations dashboards. AI-generated insights are delivered through configurable dashboards tailored to each manager's specific infrastructure portfolio and operational responsibilities.
The AI capability works on inspection data that utility teams are already collecting through regular Field Eagle inspections. No additional sensors or monitoring hardware is required. Inspectors continue working in exactly the same way, and the AI analyses the accumulated data in the background.
Relevance for Utility Infrastructure Operations
Field Eagle utilities inspection software supports inspection programs across the full range of utility infrastructure including transmission towers and lines, substation equipment, distribution infrastructure, natural gas distribution pipeline systems, water treatment facilities, pumping stations, and reservoir infrastructure.
The platform operates fully offline, a critical requirement for utility infrastructure inspection programs where transmission corridors, remote substations, and underground utility infrastructure frequently lack reliable connectivity. All inspection data syncs automatically to the central platform when connectivity is restored.
Field Eagle maintains compliance documentation for NERC CIP reliability standards, EPA environmental compliance requirements, PHMSA 49 CFR Parts 192 and 195 for gas distribution pipeline operations, AWWA standards for water infrastructure, and IEEE standards for electrical equipment maintenance programs. Field Eagle is also NASPO ValuePoint approved, enabling public utilities and government agencies to procure the platform through cooperative purchasing without a full independent procurement process. Learn more at fieldeagle.com/government-inspection-software.
The Move From Preventative to Predictive in Utility Maintenance
The utility sector has been moving toward predictive maintenance programs for more than a decade, with most large investor-owned utilities now operating some form of condition-based maintenance program for critical transmission and generation assets. The challenge for distribution-level infrastructure and water utility operations has been the absence of practical tools that make predictive analysis accessible without large data science teams or expensive sensor-based monitoring systems.
Field Eagle AI Preventative Maintenance addresses this by working on the structured inspection data that utility operations teams are already systematically collecting. This data exists today in utility inspection management systems but has not previously been systematically analysed for failure prediction.
"The value of a utility inspection program has always been the longitudinal data it builds over time. What we have delivered is the intelligence layer that makes that data actionable for the operations decisions that prevent failures and protect grid reliability."
Sonia Couto, Managing Director, Field Eagle
Availability
Field Eagle AI Preventative Maintenance is available to utility operations teams as part of the Field Eagle inspection and asset management platform. Utilities interested in learning how the AI capability applies to their specific infrastructure portfolio can request a demonstration at fieldeagle.com/inspection-software-request-demo.
Field Eagle is a field inspection and asset management software platform built by Konverge Digital Solutions, a Toronto-based custom software development company with over 30 years of enterprise software experience. Field Eagle enables industrial operations teams to conduct inspections on a tablet in the field, manage asset condition across distributed infrastructure, track corrective actions, and maintain regulatory compliance documentation. Field Eagle is NASPO ValuePoint approved and serves operations teams in oil and gas, mining, construction, utilities, and manufacturing across North America and internationally. Learn more at www.fieldeagle.com.
