Predict grid outages before they hit your hybrid solar systems
Hybrid energytech businesses in Kenya lose customer trust and adoption due to frequent grid outages that make their integrated solar-grid systems unreliable.
SolarPredict uses historical grid data, weather APIs, and your system logs to forecast outages 24-48 hours ahead. Businesses get dashboards with probability scores and prep checklists, enabling proactive solar switching. This prevents surprises, maintains uptime, and restores customer confidence through reliable performance.
Hybrid energytech businesses in Kenya deploying integrated solar-grid systems
ML-powered predictions tuned for Kenyan regions, with solar optimization checklists
professional
Daily predictions with % probability by location
Charts of risk trends and historical accuracy
Auto-generated tasks for predicted outages
Import system logs/CSV for custom models
Customizable email/SMS for high-risk events
Monthly model performance breakdowns
Monitor multiple sites
PDF uptime predictions for customers
| Column | Type | Nullable |
|---|---|---|
| id | uuid | No |
| text | No | |
| business_name | text | No |
| created_at | timestamp | No |
Relationships:
| Column | Type | Nullable |
|---|---|---|
| id | uuid | No |
| user_id | uuid | No |
| name | text | No |
| lat | float | No |
| lng | float | No |
| created_at | timestamp | No |
Relationships:
| Column | Type | Nullable |
|---|---|---|
| id | uuid | No |
| location_id | uuid | No |
| date | date | No |
| probability | float | No |
| accuracy | float | Yes |
| created_at | timestamp | No |
Relationships:
/api/predictionsFetch forecasts for locations
/api/locationsAdd monitoring location
/api/data-uploadUpload logs for model training
/api/reportsAccuracy and trend data
/api/alertsConfigure thresholds
Weekly updates
Standard accuracy
None
| Month | Users | Conversion | MRR | ARR |
|---|---|---|---|---|
| Month 1 | 25 | 4% | $8 | $96 |
| Month 6 | 220 | 10% | $176 | $2,112 |
24h forecasts let you prep solar systems and wow customers with reliability
Post in Kenya Solar Facebook groups offering free predictions for their locations, validate with 1-week trial. Target top 10 companies from solar association directory via email.
Accurate weather
No grid + solar focus
Kenya grid ML models
Monitoring
Reactive, not predictive
Proactive forecasting
Historical prediction data moat improving model accuracy over time
Climate volatility + solar boom in Kenya demands predictive tools amid 2024 grid strains
ML prediction inaccuracy
Hybrid rules-based fallback
Skepticism on predictions
Free accuracy proofs
API costs
Caching + limits
Slow ramp
Low CAC via communities
Success: 8 want beta
Success: 70% accuracy validated
Success: 30 signups
Success: 20% MoM growth
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