AI-Driven O&M Optimization for Solar Portfolios
Transform reactive maintenance into predictive asset optimization
Predictive O&M Platform
Current State of Solar O&M
Source: Industry benchmarks for 100kW-50MW portfolios
- 4-8 hour fault detection delay → Lost generation during peak hours
- 72-120 hour average MTTR → Extended revenue loss
- 20-30% false positive truck rolls → Wasted O&M budget
- 6+ different monitoring portals → Fragmented decision making
Manual Chaos
What Your O&M Team Deals With Daily
Manual Export
Hours of analysis
Phone Tag
Coordination delays
Truck Roll
Often unnecessary
Result: Decisions based on incomplete data and gut feel
The Ona Solution Architecture
Unified Intelligence Layer for O&M Optimization
Inverters/SCADA
Multi-brand support
Ona Power Tools API
Real-time ingestion & interpolation
Ona Terminal AI
Economic analysis & diagnostics
Smart Dispatch
Automated decisions & work orders
Ona Power Tools
Unified data layer across all inverter brands
Ona Terminal
AI-powered fault diagnosis and economic optimization
Ona Edge
Distributed compute for real-time anomaly detection
Lighthouse Integration
Portfolio-wide performance benchmarking
OODA Loop for O&M Excellence
From Reactive to Predictive in Real-Time
OBSERVE
- • Stream SCADA/weather data
- • Detect anomalies instantly
- • Unified monitoring across brands
ORIENT
- • AI diagnostics classify issues
- • Calculate Energy-at-Risk (EAR)
- • Check warranty/compliance rules
DECIDE
- • Optimize dispatch decisions
- • Prioritize by economic impact
- • Generate work orders
ACT
- • Track resolution
- • Update ML models
- • Audit trail for insurance
Energy-at-Risk (EAR) Calculation
Every Dispatch Decision Backed by Economics
Example: String Failure at 10AM
Input Parameters
Economic Analysis
AI Recommendation: Batch with next maintenance visit
Proven Technical Capabilities
What We've Already Delivered
- ✓ Multi-brand inverter unification (SolarEdge, Enphase, Solarman, Lux, etc.)
- ✓ 95%+ forecast accuracy (P50/P90 validated)
- ✓ Sub-minute data processing latency
- ✓ SCADA integration across 50+ sites
O&M-Specific Enhancements
- → Automated fault classification with 90%+ accuracy
- → Dispatch optimization algorithm
- → Compliance rule engine
- → CMMS integration
3-Month Proof of Concept
Validate ROI on Your Portfolio
What's Included
- ✓ Integration with 2-10MW of your portfolio
- ✓ Baseline performance establishment
- ✓ Weekly performance reports
- ✓ Executive ROI summary
Investment: $25,000
(Credited toward annual contract upon success)
Success Metrics
Any 2 of 3 Triggers Auto-Conversion:
- 🎯 Detection latency < 10 minutes
- 🎯 MTTR reduction > 25%
- 🎯 False positive rate < 10%
Auto-Conversion Commercial Terms
Seamless Transition from POC to Production
When Success Metrics Hit → 12-Month Contract Activates
- 25,000 inferences/month included
- $0.15/query overage rate
- Full platform access
- Email support
- Monthly reports
- 100,000 inferences/month included
- $0.12/query overage rate
- Advanced analytics
- Priority support
- Weekly reports
- Custom integrations
- 200,000 inferences/month included
- $0.10/query overage rate
- Enterprise features
- Dedicated account manager
- Real-time reporting
- SLA guarantees
- ✓ POC fee credited against Year 1
- ✓ 30-day termination if performance degrades
- ✓ Full portfolio expansion rights at same rates
ROI Calculator
Your O&M Savings Potential
Portfolio Size
10 MW
Current MTTR
96 hours
Energy Price
$0.08/kWh
For a 10MW Portfolio:
Net Annual Benefit
Custom calculator available for your specific portfolio
Implementation Timeline
Integration
- • SCADA/inverter connections
- • Historical data ingestion
- • Baseline establishment
Optimization
- • Real-time monitoring active
- • Weekly performance reports
- • Continuous model improvement
Decision Point
- • Executive summary with full ROI analysis
- • Auto-conversion if metrics achieved
- • Scale-up roadmap for full portfolio
Why Ona Wins
Competitive Advantages
- Only unified platform combining all major inverter brands
- Real-time economics in every dispatch decision
- Inference-based pricing aligns our costs with your value
- Auto-conversion terms eliminate procurement delays
vs. Traditional O&M Software
PowerHub/Powerfactors ✗
AlsoEnergy Limited
Manual 10x slower
Your O&M Transformation Roadmap
Phase 1
(Months 1-3): Foundation
- • Unified monitoring across all assets
- • Automated fault detection
- • Basic dispatch optimization
Phase 2
(Months 4-6): Intelligence
- • Predictive maintenance models
- • Parts inventory optimization
- • Crew scheduling integration
Phase 3
(Months 7-12): Scale
- • Portfolio-wide optimization
- • Insurance premium reduction
- • Performance guarantees
Next Steps
Start Your POC in 2 Weeks
1. Technical Scoping Call
(This week)
- • Review your inverter mix and SCADA setup
- • Define success metrics
- • Identify pilot sites
2. Contract Execution
(Next week)
- • Sign POC agreement with auto-conversion terms
- • Establish data access
- • Kick off integration
3. Go Live
(Week 3)
- • Begin real-time monitoring
- • Start ROI tracking
- • Weekly progress reports
Ready to Transform Your O&M Operations?
Join leading solar operators who've reduced MTTR by 25-40% and eliminated 60-80% of preventable faults with Ona's AI-driven O&M optimization.
Proven Results
94.2% forecast accuracy across 50+ sites with sub-minute data processing
See case studies