https://axo-geoai.com

CASE STUDY · CONSTRUCTION INTELLIGENCE

Construction Site Monitoring Using GeoAI

Turning drone imagery into actionable construction intelligence by detecting site assets, activity zones, materials, equipment and progress indicators.

8x Faster Compared with manual image review
GIS-ready Outputs prepared for mapping and reporting
Multi-class Assets, machinery, roads and activity zones
QA/QC Reviewed before delivery
PROJECT OVERVIEW

The client needed faster visibility across an active construction site.

Construction monitoring often depends on site visits, manual image review and fragmented reporting. This makes it difficult to understand progress, equipment placement, material movement and site activity at scale.

AXO GeoAI designed an aerial imagery workflow to identify visible construction features, convert detections into structured outputs, and support faster project reporting.

What we analysed

Construction activity areas
Heavy machinery and vehicles
Material and storage zones
Road layout and access routes
Site progress indicators
WHAT WE ACHIEVED

From raw imagery to usable construction intelligence

01

Automated site feature detection

The workflow identified key visible objects and construction zones that would normally require manual review across large image datasets.

02

Structured GIS outputs

Detections were prepared as mapping-ready deliverables so they could be used in GIS, reporting dashboards and project review workflows.

03

Faster progress assessment

The project enabled quicker review of site progress, asset distribution and operational changes compared with traditional visual inspection.

Business impact

The workflow helped convert construction imagery into decision-ready intelligence, reducing repetitive manual inspection work and improving visibility across the site.

For project teams

Faster reporting, clearer understanding of site activity and better evidence for stakeholder updates.

For operations

Improved visibility of equipment, access routes, materials and active work zones.

For future monitoring

The same workflow can be repeated across different dates to compare construction progress over time.

DELIVERABLES

Final outputs prepared for client use

GeoJSON
SHP
GPKG
KML
CSV
PDF Summary

Need a similar construction monitoring workflow?

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