Intelligence for Solar Project Finance

Your solar exposure is growing.
Your visibility into it isn't.

LCOE.ai is the financial intelligence layer for solar lenders and tax equity investors — continuous, independent oversight of every project on the book. The same operational data the borrower sees, the day they see it. Covenant drift, DSCR erosion, put value risk, and reporting variance surface immediately, not four months later.

Project finance lenders · Tax equity investors · Asset owners

Project Finance & Commercial Lenders

DSCR oversight. Covenant intelligence. Early issue detection.

Independent, continuous loan-book visibility — so underperformance, covenant drift, and reporting variance surface the day they happen, not the quarter after. Examiner-ready documentation by default.

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Tax Equity Investors

Maximize put value. Verify sponsors. Automate the rest.

Continuous, independent monitoring of every project against sponsor reports — with put value optimization, automated data ingestion, and a streamlined asset management workflow built in.

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🏗️
Asset Owners & Sponsors also benefit

The same platform automates covenant tracking and quarterly reporting to lenders and tax equity investors — saving days of staff time, eliminating disputes at the source, and turning compliance into a competitive advantage. See how owners use LCOE.ai →

Why Now

Capital is committed. Visibility is not.

Project finance lenders hold over $250 billion in active solar exposure. Tax equity investors monetize $63 billion in tax credits annually. Both rely almost entirely on borrower or sponsor self-reporting — quarterly, in inconsistent formats, with material lag. The gap between what's on the loan agreement or LLCA and what's actually happening on the asset is now where institutional capital bleeds.

01

Solar is the #1 driver of criticized loan growth

+40% YoY at major project finance banks in 2025. The problem isn't defaults — it's that deterioration is invisible until a borrower-prepared report arrives four to six months late.

02

8.6% average PV underperformance

Industry-mean miss against forecast (kWh Analytics). On a $2B loan book's revenue base, that's $25–50M in annual leakage exposure — invisible in quarterly reporting.

03

$63B in tax credits depend on operational performance

Year-five put value, flip thresholds, and ITC recapture all rest on continuous performance verification. Sponsor compliance certifications arrive too late to act on.

04

Subsidies are phasing out — operational discipline is everything

The OBBB Act phased out solar ITC/PTC for projects not under construction by July 4, 2026. Future loan performance will be earned by execution, not policy tailwinds. Every basis point now matters.

05

Borrower data is fragmented

Quarterly reports arrive as PDFs, spreadsheets, and portal exports — each in its own format. Manual ingestion is slow, error-prone, and never tied to actual monitoring data.

06

Regulators and credit committees demand more

Continuous covenant visibility is no longer optional. Examiners expect time-stamped, independent verification — not the next quarterly compliance certification from the borrower.

From operational data to capital decisions.

LCOE.ai sits between solar monitoring systems and the institutions that finance them — translating real-world asset behavior into the financial signals lenders, tax equity investors, and asset owners need to act on time.

Data Sources
📡
SCADA & Monitoring Platforms
Inverters · Weather · Work orders · 14+ integrations
📊
Borrower & Sponsor Reports
Any format · PDFs · Spreadsheets · Portal exports
📋
Deal Documents & Covenants
Loan agreements · LLCAs · PPAs · Pro formas
LCOE.ai
Intelligence Layer
01
Ingest
Pull live performance + report data, any format
02
Verify
Reconcile reports against independent operational data
03
Surface
Risk, variance, and triggers — to your decision makers
Financial Intelligence
Lender Intelligence →
DSCR oversight · Covenant intelligence · Early issue detection
Tax Equity Intelligence →
Put value · Sponsor verification · LP reporting
Economic Outcomes

The numbers lenders care about.

Operational tools save hours. The intelligence layer protects basis points — across an entire loan book's worth of solar exposure.

$25–50M
Annual leakage per $2B book

At 8.6% industry-mean PV underperformance on a $2B loan book's revenue base — the exposure LCOE.ai identifies and helps arrest.

8.6%
Avg PV underperformance

Industry-mean miss against forecast (kWh Analytics). Invisible in quarterly self-reporting — visible from day one with independent monitoring.

4–6 mo
Detection lag eliminated

The typical time between when performance deteriorates and when a borrower-prepared report surfaces it. LCOE.ai closes that gap to same-day.

40–60 hrs
Per quarter, per owner

Asset-owner staff time recovered from manual report compilation, format reconciliation, and counterparty follow-up — driving high voluntary adoption.

$250B
Active US Solar Lending
$8.9B
Q1 2026 Debt Financing
14+
Monitoring Integrations
279GW
US Solar Installed
$63B
Annual Tax Credit Flow
Independent visibility into the same data the operator sees
SolarEdge
SMA Sunny Portal
AlsoEnergy / PowerTrack
Locus Energy
eGauge
Enphase
SunPower
Trimark / Wattstor
Parasol
+ more
The Vision

The operating system for renewable infrastructure finance.

The next trillion dollars of energy infrastructure will require machine-scale portfolio intelligence. LCOE.ai is building the financial intelligence layer — the system every lender, tax equity investor, asset owner, insurer, and infrastructure fund relies on to translate operational reality into capital decisions, and to act on time to make a real impact.

See your book through the operational lens.

Connect with us to see how LCOE.ai maps live performance data to your loan covenants or tax equity structures. Most books are connected within 30 days.