Platform Architecture

Your AI intelligence layer,
built on what already exists.

LCOE.ai ingests live project performance data and parses every document that governs a solar deal — then maps each covenant, obligation, and financial assumption to its real-time data counterpart. Continuously. Independently.

Live Performance Data & Deal Documents
📡
SolarEdge / SMA / PowerTrack
Inverter output · Uptime · Capacity factor
Live
AlsoEnergy · Meteocontrol · Solar-Log
Generation · SCADA · Performance ratio
Live
🌤
Weather & Irradiance Data
Actual vs. P50 / P90 resource benchmarks
Live
📋
Loan Agreement & Covenants
DSCR floors · Reserves · Reporting obligations
🌿
LLCA — LLC Agreement
Uptime thresholds · SLA · Put right · Flip structure
📄
PPA — Power Purchase Agreement
Generation guarantees · Curtailment · LD triggers
📊
Financial Pro-Forma & Model
Underwriting assumptions · DSCR projections · IRR
📁
O&M Contract & EPC Warranty
Performance guarantees · Maintenance covenants
AI Intelligence Engine
01 Ingest API + PDF + XLSX
02 Parse & Map Docs → covenants
03 Benchmark Actual vs. underwrite
04 Triage AI risk ranking
05 Surface Exceptions → action
Processing continuously
Intelligence Delivered To
Asset Owners & Operators
Run your portfolio.
Not your reports.
  • Unified dashboard — all projects, all platforms
  • O&M triage ranked by revenue impact
  • Pro-forma variance alerts in real time
  • Lender & LP reports auto-generated
  • LD & covenant violations surfaced
Commercial Lenders
Eyes on every covenant.
Every emerging issue.
  • Continuous DSCR & covenant monitoring
  • Independent data — not borrower-supplied
  • Early performance signal detection
  • Forward DSCR projection per loan
  • Origination diligence packages
Tax Equity Investors
Manage your portfolio.
Maximize your put.
  • LLCA compliance monitored across all sponsors
  • Exception queue replaces quarterly review
  • LP & investor reports on demand
  • LLCA violations surfaced & documented
  • Performance record built for year-five exit
14+
Monitoring platforms
integrated via API
Real-time
Performance data — not
quarterly borrower reports
100%
Of covenants mapped to
live data continuously
< 30 days
From pilot kickoff
to live on your portfolio