AI and Data Services

Unlock deeper insight from remote sensing and sensor data—at scale, and in context.

Grounded in decades of applied earth science and engineering expertise.

Our science-first approach ensures our technology is accurate, meaningful, and trusted. Depending on the type of analysis, we apply advanced algorithms, machine learning, and/or AI models — using engineering judgement to curate the data and providing engineering tools that help interpret results.

We believe AI can be powerful when applied responsibly, transformative when paired with human expertise, and is essential for meeting the challenges of a changing planet.

Detect subtle ground movement or surface change automatically—before it's visible to the eye

Reduce manual data review by surfacing the areas most likely to require action

Improve ROI on remote sensing by turning static images into ongoing insight

Deliver high-confidence, desktop screening of long corridors, remote sites, or complex features

OUR DATA SERVICES

Automate hazard identification and characterization assessments

Lidar Hosting and Visualization
Securely store and interact with lidar datasets in the Cambio™ geospatial platform. Overlay multiple timepoints, inspect elevation change, and compare with ground truth data such as instruments and inspections.

‍Lidar Change Detection (LCD)
Identify and quantify differences between sequential lidar scans to detect landslides, settlement, deposition, or bank erosion, as well as earthworks activities such as tailings dam raises, haul road grading, and slope stabilization.
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‍Cambio Landslide Movement Mapping^[PREVIEW]
Flag active landslides across lidar change detection to reduce review time and help teams prioritize follow-up inspections.

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InSAR Hosting and Interpretation
Securely store and interact with InSAR time series in the Cambio™ geospatial platform to visualize ground displacement trends. Track millimeter-scale movement over time and correlate with field observations and sensors.

Cambio Ground Movement Detection ^[R&D]
We’re working on models to highlight changes within known hazard areas, helping confirm movement and prioritize response.

Cambio Bank Erosion Characterization ^[PREVIEW]
Compare high-resolution and historical optical imagery over time to detect erosion along rivers and shorelines, reduce ground surveys, and support proactive intervention and habitat protection.

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Cambio Water Crossing PoF
Predict key values for pipeline water crossings (including probability of failure, exposure, and scour depth) using watershed, stream, and pipeline characteristics to help prioritize fieldwork, verify collected data, and assess uninspected sites with confidence.

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IMU Hosting and Visualization
Securely upload and interact with IMU data in Cambio™ with advanced plotting tools aligned to pipe centerline.

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Cambio IMU Strain Classification
Rapidly screen a vendor bending strain report to determine the likelihood that a strain is landslide-related.

Cambio IMU Strain Identification
Run-to-run analysis aligns two runs then detects and classifies landslide-related movement. Currently in preview.

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Full-run analysis finds both landslide-related movement and static sources of strain such as integrity digs using tabular data from a single run. Currently in R&D.

"The team grounded the data science work in sound hydrotechnical and geoscience principles, were transparent about methods and assumptions, and rigorously tested the models against field data so we could trust the results. The project provided quantified probability-of-failure estimates, with explicit confidence levels, for over a thousand crossings and allowed us to focus field inspections and mitigation on the sites that matter most. We achieved in a few weeks and at a small fraction of the cost what would otherwise have taken a decade and well over a million dollars using traditional inspection approaches.”

Esbern Hansen, P.Eng.

Shell Canada

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