Phase 3: Multi-Sensor Correlation
Duration: Months 4-6 Goal: "Signals are correlated, not isolated"
Overview
Phase 3 delivers the platform's key differentiator: correlating signals across sensor modalities to reduce false positives and provide richer context for incident response.
Deliverables
| Deliverable | Description |
|---|---|
| Correlation Engine | Logic linking thermal + methane + visual + geospatial |
| Risk Prioritization | Severity scoring based on multi-signal confidence |
| Reduced False Positives | Measurable improvement in precision |
| Enhanced Alerts | Context-rich notifications with correlated evidence |
| Asset Correlation | Detection events linked to digital twin assets |
Success Criteria
- Multi-sensor correlation demonstrated for leak detection
- False positive rate reduced by 30%+ vs. Phase 2
- Risk prioritization operational
- 80% of use cases meeting accuracy targets
- Correlation logic documented
Key Activities
Week 1-4: Correlation Development
- Cross-sensor fusion algorithms
- Temporal correlation (events across time)
- Spatial correlation (events across location)
- Asset proximity analysis
Week 5-8: Accuracy Optimization
- Model refinement based on operator feedback
- False positive reduction tuning
- Risk scoring calibration
- Edge case handling