The Challenge
Scale Beyond Reach
You manage assets measured in square kilometers, not square meters. Manual surveys are expensive, infrequent, and can't keep up with the pace of change.
Slow Detection
By the time a quarterly aerial survey spots encroachment, illegal clearing, or structural degradation, weeks or months have already passed. Early intervention is impossible.
Disconnected Data
Environmental monitoring data sits in GIS systems that don't connect to operational workflows. An alert doesn't automatically trigger an investigation or a report.
Compliance Pressure
Environmental regulations increasingly demand continuous monitoring and automated reporting — not annual snapshots.
The Softgrid Approach
Automated Acquisition
Satellite imagery acquired automatically at configurable intervals — monthly, weekly, or on-demand. No manual procurement, no waiting for flyovers.
AI Classification
CNN-based models classify land cover types (vegetation, built environment, water) and detect changes between monitoring cycles — with high classification accuracy.
Alert & Action
Changes that exceed thresholds trigger alerts through the same AFOS Workflow engine used for building maintenance. An alert for coastline erosion follows the same path as an alert for a lift fault — detection → classification → notification → action → resolution.
Automated Reporting
Decision-ready reports generated automatically with historical trends, change maps, and statistical summaries. No manual GIS processing.
Satellites, Pipelines, and Models
| Product | Series | Role |
|---|---|---|
| Fusion RSA | AFOS Fusion | Satellite monitoring and AI analysis |
| Athena | AFOS Cortex | Knowledge base for procedures and compliance |
| Digital Twin | AFOS Cortex | 3D/GIS visualization (optional) |
Monitor What You Couldn't Reach Before
Continuous Monitoring
Monthly or weekly cycles, not annual surveys.
Zero Manual Processing
End-to-end automated from satellite to report.
Early Detection
Changes detected within days, not months.
Platform Integration
Same dashboard, same workflow engine, same data layer as your facility operations.
Scalable
Monitor a single site or an entire country — same platform.
Monthly Forest Cover Monitoring Across Singapore for NParks
Automated satellite-based monitoring of 26 ecological areas at 4.76m resolution — fully automated, zero manual processing.
Read Case Study →