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GeoAI & Remote Sensing.

Machine learning on satellite and aerial imagery to detect, classify and track change across land, assets and infrastructure.

Every pixel of satellite imagery is a measurement. DEEPSIGHT turns those measurements into decisions — by training computer-vision models that see land, assets and change the way a trained analyst would, but at national scale and on a repeatable schedule.

We work across optical, multispectral and thermal sources — from free Sentinel-2 and Landsat archives to commercial very-high-resolution imagery and drone orthomosaics — and fuse them with your existing GIS records so results drop straight into the systems your team already uses.

How we work

We start with the decision you need to make, not the algorithm. Together we define the classes, accuracy thresholds and reporting cadence; we then build a labelled training set, train and validate models, and deploy an inference pipeline that runs on new imagery automatically. Every output is traceable back to the source scene and date — essential for regulatory and audit use.

Typical use cases

01

Plantation sustainability and MSPO / EUDR deforestation compliance

02

Pre-survey feature mapping for seismic and pipeline routing

03

Illegal development and land-use monitoring for local authorities

04

Solar PV defect detection and performance assurance

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Start a conversation

Have a site, an asset or a region you need to see clearly?

Tell us about the decision you need to make. We will show you what the data can reveal — usually within a short scoping call.