Evidence Layers: Location-anchored Data for Risk Assessment
Each layer is a location-anchored dataset (spatial data, point observations, time-series, or interpreted findings) that captures one facet of site conditions.
Half your site's evidence isn't on a map. It's buried in documents.
TRAIL reads every report, filing, email, and spreadsheet a site has generated, then connects it into a site ontology you can question.
Ready to see TRAIL in action?
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Built for
DOTs, dam-safety and closure authorities, and public asset owners. An independent, traceable ground-truth layer across the portfolio.
Mines, energy, and infrastructure owners hold the liability for decades. Keep every asset's risk in one defensible place, from operations to closure.
Contractors and construction-risk teams on billion-dollar builds. Verify ground conditions and progress remotely, with a timestamped record.
Geotech teams and Engineers of Record delivering studies and reviews. Cover more sites without thinning the bench, and cite every finding to source.
Underwriters pricing infrastructure capital and monitoring exposure. An objective, source-linked record for diligence and claims.
See TRAIL on a closure or dam-safety project.
Bring a site you are wrestling with, or let us walk you through one we know well. We present you how TRAIL & our team have been helping mining and infrastructure projects.
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CEO and Co-Founder
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CRO and Co-Founder
Frequently Asked Questions
How accurate is the data in your evidence layers, and how do you validate it?
Every layer is calibrated, measured at the resolution the feature warrants, and traced to a source. We cross-check layers against each other. Where coverage is too thin to be reliable, TRAIL flags the limitation instead of returning a confident-looking number.
Do you have coverage and history for my specific site?
Often, yes. We have access to a historical satellite archive plus on-demand high-resolution tasking, and many layers extend back years. Coverage and data density vary by site, terrain, and region, so we confirm exactly what is available for your footprint before you commit. For mine-sites, the greater value lies in the manner we organize, ingest, process, and extract the insights from the data, operators already have.
Can I trace a conclusion to the specific data point, assumption behind it?
Yes. Every finding links back to its source and the reasoning is explicit, so you can open any conclusion and see the layer, the reading, the date, and the assumptions behind it. Nothing is asserted without evidence to support it.
How do you handle conflicting data sources, for example InSAR against a historical report?
We surface the conflict rather than hide it. TRAIL shows both sources with their provenance and explains how it weighed them, then leaves the call to your engineer. It does not silently pick a winner.
Does this replace inspections and ground reports?
No. TRAIL complements field inspections and ground reporting, it does not replace them. It connects and synthesizes the evidence so your team spends less time gathering and more time deciding, while judgment and sign-off stay with the qualified professional.
How does TRAIL fit with the tools and data we already use?
It connects the data you already have and builds a digital site ontology, with location-anchored information across the site footprint. We do not keep or train our agents on your data, but every piece you upload or connect is considered in the analysis. API connections can run inward and outward between your systems and the platform, which our team helps set up. There is no pre-built plug-in for every system.
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