Site intelligence
at global scale.
Nxworth is building Horus — an AI platform that fuses Camera Images, CCTV footages, Drone imagery and Satellite data to detect encroachment, environmental change, and infrastructure degradation for mining and infrastructure operators.
Ground truth is expensive. Change is constant.
Mining operators and infrastructure owners face persistent, high-stakes problems: unauthorized activity, concession and boundary violations, environmental compliance drift, and slow degradation of critical assets. Traditional monitoring is slow, sparse, and expensive.
Horus
A geospatial site intelligence system that combines high-resolution drone captures with satellite time-series and a proprietary vision language model trained for real-world terrain variation.
Data fusion
Drone imagery for local precision. Satellite data for temporal context and scale. One coherent view of change.
- Encroachment detection
- Environmental change tracking
- Infrastructure degradation
Webber VLM
Our proprietary vision language model fine-tuned on diverse terrain — vegetation, soil, informal patterns, and industrial signatures that generic models miss.
- Terrain-specific detection
- Lower false positives
- Built for real conditions
From site intelligence to global capability.
We begin with high-value mining and infrastructure sites where the need for continuous, accurate monitoring is most acute. We scale toward broader geospatial coverage and, longer term, sovereign satellite and space-derived intelligence.
- 01 Horus — commercial site monitoring for mining and infrastructure clients
- 02 Global coverage — expand across operators and agencies worldwide
- 03 Sovereign layer — satellite and space intelligence capability
In active development. Built with intent.
Horus and Webber are being engineered against real-world terrain data in close collaboration with early operating partners in mining and infrastructure. We are building deliberately rather than quickly — this page will be updated as the platform matures and formal engagements are announced.