Operators of power grids, oil and gas facilities, and industrial sites collect more inspection data today than at any point in the past. Drone programs, fixed and mobile sensors, contractor surveys, and handheld cameras all generate imagery and readings across thousands of assets. Yet for many organizations, the volume of data has grown faster than the capacity to review it, and the findings that matter most can sit unreviewed until the chance to act early has passed.
Axion, Percepto’s hardware-agnostic Physical AI platform, was built to close that gap. Below, we outline the problem Axion addresses, how the platform works, and the value it provides to the teams responsible for keeping critical infrastructure safe and reliable.
Why do inspection findings arrive too late?
A finding is only useful if someone sees it in time to act. In many programs, a thermal hotspot or a corroded fitting is captured correctly and then waits in a review queue while the condition keeps developing. Aging infrastructure and workforce shortages make that wait longer, because fewer experienced reviewers are available to work through the backlog.
Data is also spread across systems. A corrosion finding may sit in one contractor’s report, visual imagery in another team’s archive, and an emissions record in a separate compliance tool. When the information about a single asset is fragmented, teams spend time reconstructing its history before they can make a decision. Between periodic inspections, operators are left assuming that conditions have not changed.
What is Axion?
Axion is a software-as-a-service platform that organizes inspection data by asset and applies AI that interprets equipment condition in context. It puts more than 160 specialized AI models to work, trained on more than 100,000 hours of real-world autonomous inspection data gathered by Percepto over more than a decade.
Axion ingests data from supported third-party drone platforms, fixed and mobile sensors, and existing inspection archives. Operators can use it with the equipment and service providers they already have, and add Percepto’s Ranger drones, Harbor autonomous stations, and managed remote operations wherever more frequent coverage is needed.
What value does Axion provide?
Value from existing investments
Most operators have already invested in drone programs, sensors, and inspection contracts. Axion puts that data to work from day one. A team can bring the inspection data it already has into the platform and see which assets need attention first, without replacing hardware or changing providers.
Findings in context
Axion’s models evaluate each finding against the asset and its surroundings. The platform can identify a downed wire by its relationship to surrounding components, or evaluate a thermal anomaly against expected asset behavior and environmental conditions. This context reduces the noise that comes with generic image analysis and helps teams focus on issues that require intervention.
Clear priorities for maintenance
By surfacing the findings that matter, Axion helps teams cover more infrastructure with less manual review. Maintenance planners can prioritize work based on asset condition and history, and address issues while repairs are still smaller and less costly.
Evidence teams can rely on
Each finding in Axion is backed by inspection history and expert validation. Findings are tied to GIS-referenced assets and documented in a structured format, giving operations, reliability, and EHS teams a shared basis for safety, environmental, and compliance decisions.
Faster answers in plain language
Axion lets operators ask questions about their assets and inspection findings in plain language. Drawing on data within the platform, its AI capabilities deliver answers and recommendations, so teams can investigate issues and prepare for site visits without piecing together separate reports.
The bottom line
Infrastructure operators need a reliable, current understanding of their assets, and they need it as a routine part of operations. Axion gives them that understanding using the data they already collect, and it grows more complete as new data sources are added. The result is a program in which fewer issues are discovered late and more decisions are based on verified data.
Axion is available today. To see how Axion can work with your existing inspection data, request a demonstration at percepto.com.
