AI for Power Plant Risks

Geotechnical Assessment for Energy Infrastructure

Assess site conditions that help construction and operational risk mitigation with auditable decisions.

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Trusted by utility-scale developers, power producers, and utilities.

TransAlta logo
Newfoundland Power logo
TRAIL site ontology view of a solar power plant, showing panel blocks, roads and a substation
Ready to see TRAIL in action?

We present you how TRAIL & our team have been helping mining and infrastructure use cases.

We help assess the plant site for physical risk throughout the lifecycle.

Power Plant Sites Have No Collective View of Risks

Lost In Transitions

Due diligence, construction and operations each study physical risk, but what one phase learns rarely carries into the next.

Unstructured Evidence

Evidence is often unstructured, and findings get lost with time. Someone has to pull the pieces together.

Thinning Expertise

One campus spans hundreds of acres. As portfolio grows, there’s limited expert bandwidth to assess site conditions.

13,900+
sites
soil-health problems
increased erosion
48%

Of US utility-scale solar acreage is at risk for soil-health problems, and 29% for increased erosion, across more than 13,900 sites.

Profile Products PV-IMPACTS, via RSolar Power World
73%
Damage amount
16%
Contractor error
48%
NatCat & weather
Solar losses from hail
Construction losses
73%

Of solar losses by damage amount come from hail, which is 6% of loss incidents. For onshore wind and solar projects, 48% of construction losses are from NatCat and extreme weather.

kWh Analytics Solar Risk Assessment · GCube report, via SolarQuarter
1.7M
772,400
Engineering firms
33%
Jobs created v/s vacancies /Yr
Turning down work
1.7M

Infrastructure vacancies open each year as veterans leave their jobs through 2031, and 33% of engineering firms now turn down work because they do not have the staff.

Brookings · ACEC Research Institute

One Site Record for Every Handover

Our team runs the assessment alongside your engineers. Developer to EPC to asset manager to acquirer, the site project stays intact, current, and auditable.

01. The whole footprint, not a sample.

Hundreds of assets, screened remotely for instability backed by multi-source evidence.

02. Your data, plus what you do not have.

Your borehole logs, as-builts, inspections, and monitoring, fused with public records and our proprietary services.

03. Findings built to be defended.

Every number traces to a dataset, a date, and a processing chain, so it holds up in front of a contractor, an insurer, or a regulator.

Ask TRAIL
Dam and retaining walls selected, 62.4 ha

What is the structural health status of the selected reservoir walls based on monitoring and surveys in last 6 months?

Fetching piezometer data, 14 instruments
Reading latest manual survey report, April 2026
Analyzing InSAR deformation trends, 6 months

Both walls sit within design tolerance. The left abutment shows 3.8 mm of settlement over 6 months against a 12 mm review threshold, and the April survey found no new cracking.

A cited structural health verdict on any asset in the scheme, with the next steps flagged.

Reservoir pool
Scheme asset
Selected asset

Playbooks that Run the Routine Analysis on Auto-Pilot

Each playbook is a repeatable assessment our team tunes to your site and your obligations, returned as a cited, reviewable result.

Pile & Foundation Risk Screen

Flag soil variability and obstructions before pile crews mobilise.

Erosion & Stormwater Compliance Pack

Compile the erosion and stormwater record your permit requires.

Hail Exposure Readiness Review - Solar Plant

Test hail exposure against installed glass and stow capability.

Differential Settlement & Tracker Alignment

Track movement across rows against tracker design tolerance.

Turbine Foundation Integrity Review

Assemble the foundation record behind a life-extension decision.

Substation Flood & Drainage Exposure

Test yard grading and drainage against riverine and pluvial flood.

Wildfire Exposure & Fuel Proximity

Screen ignition exposure and fuel encroachment around the asset.

Ash Pond & CCR Impoundment Review

Track impoundment stability and seepage against permit conditions.

Dam Deformation & Safety Review Support

Assemble the evidence record behind a periodic dam safety review.

Site Baseline for Handover & M&A

Reconstruct a defensible site record before an asset changes hands.

Run a Remote Desktop Study on Your Next Energy Project.

Bring a site you are evaluating, or an operating plant that has surprised you, and we will show you how our team and TRAIL assess it.

Rahul Anand

CEO and Co-Founder

Rob McEwan

CRO and Co-Founder

Frequently Asked Questions

Feel free to message us with any questions not covered by our FAQs.
Can TRAIL replace a geotechnical investigation or the Engineer of Record?

No. It targets and complements field investigation, and keeps the Engineer of Record's evidence in one place. Judgment, design, and sign-off stay with the qualified engineer.

Which energy assets do you cover?

Utility-scale solar, onshore wind, power stations, hydro plants, substations and grid infrastructure, and fuel plants and terminals.

Is this just satellite ground-motion monitoring?

No. Calibrated InSAR is one input. Assessments combine your own site data with public records and our proprietary layers across ground, water, geology, hazard exposure, terrain, and adjacency.

How does this work alongside our own engineering team?

Our engineers run the assessment with yours and walk your team through each finding, so recommendations reach the people who act on them.

Can findings be used in a lender or insurance submission?

Yes. Every finding carries its source, date, and reasoning, so a third party can review it.

What happens if a site skips geotechnical investigation?

The usual outcomes are pile refusal, foundation redesign, and re-driving once crews are already mobilised. That is the most expensive moment to learn about the ground.

Do you cover dam safety for our hydro assets?

Yes, and dam and slope stability has its own dedicated workflow. Dam & Slope Stability Monitoring

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