From fragmented data to predictive, actionable risk intelligence
We are adapting UMUSHINGA to electricity-grid resilience by integrating climate forecasts, satellite and geospatial information with grid infrastructure and operational data — to anticipate exposure, identify vulnerable assets, prioritize preventive interventions, and improve field-team safety and response.
How It Works
Data in. Intelligence out.
Data Inputs
- Climate & Weather Data
- Satellite Imagery
- Geospatial Datasets
- Field-Level Data
Intelligence Layer
- AI & Predictive Analytics
Risk Intelligence
- Risk Mapping
- Early Warning
- Decision Support
Actionable Intelligence
Three questions, one decision layer
Rather than simply displaying weather data, satellite imagery or maps, UMUSHINGA connects these sources through AI and spatial analytics to drive action.
WHERE is the risk?
Identify vulnerable grid assets and geographic areas exposed to extreme weather.
WHEN is it likely to occur?
Anticipate the timing of exposure using climate forecasts and predictive models.
WHAT action should be prioritized?
Recommend preventive interventions to protect assets and field teams.
EDP Future Grids Pilot
Focused start. Validate. Measure value. Scale.
Our proposed EDP pilot starts with a focused geography or asset class, validates the predictive risk model against historical and real-world events, and measures operational value before scaling to wider EDP markets.
Focused Start
Establish a working pilot scoped to one EDP grid environment.
Key Activities
- Select pilot site & asset class with EDP
- Deploy climate, satellite & geospatial data feeds
- Configure AI risk models for the region
Outcome
A live, focused pilot generating real risk intelligence for one EDP grid environment.
Validate
Prove the model's predictive accuracy against real grid conditions.
Key Activities
- Integrate field sensors & grid operational data
- Test predictive model against historical incidents
- Calibrate outputs with EDP field teams
Outcome
A validated risk model EDP teams can trust for early-warning decisions.
Measure Value
Quantify the pilot's operational and safety impact.
Key Activities
- Track prevented downtime & response times
- Document field-safety & maintenance gains
- Build performance & reporting dashboards
Outcome
Clear evidence of value to guide EDP's scale-up decision.
Scale
Extend the proven pilot across EDP's wider network.
Key Activities
- Extend to additional substations & asset classes
- Integrate with EDP's grid management systems
- Train EDP teams on platform operations
Outcome
UMUSHINGA embedded as a standing resilience layer across EDP's grid.