What LCOE.ai does

LCOE.ai is an Atlanta-based AI software company founded in 2024 that operates a system of record for commercial solar finance, reconciling live operational data (SCADA and monitoring systems across 14+ integrations) with AI-structured legal and financial documents (credit agreements, PPAs, EPC, O&M, and REC contracts) into one continuous verified record per project. The platform serves four financial constituents across the asset lifecycle — underwriters and tax equity investors at origination, portfolio managers and lenders during operations, asset owners (IPPs and developers) for daily asset management, and M&A and secondaries teams at transaction — through four role-specific modules (Underwriter View, Portfolio Manager View, Asset Owner View, and M&A View).

The core technology combines live operational data ingestion with AI document intelligence, layered with predictive analytics for covenant compliance (DSCR, availability, P50 variance monitored daily against live data with 26-week forecasts), anomaly detection for emerging risk (surfacing issues 4-6 months earlier than quarterly PDF reports), and a recommendation engine that ranks projects by recovery dollars and prioritizes O&M actions. Automated report generation produces monthly operating reports, quarterly covenant certificates, and examiner-ready audit trails from the underlying record. The platform is reported as in live operations with 200 projects onboarded.

LCOE.ai operates an enterprise SaaS business model with subscription pricing (annual billing cadence, quote-based) and a consultative three-step sales motion: a 30-minute introductory call, a tailored live demo with sample data, and a 30-day pilot covering 10 loans or projects with no commitment. The company is privately held, venture-backed through the Cox Cleantech Accelerator ($250,000 in March 2026, plus convertible note financing), and was co-founded by Gregg Freishtat, Tejus Parikh, and Daryl Lu, with Mark Bell of Velo Solar as board member and investor. The company acquired PowerEnfo in April 2025 to extend its commercial solar lifecycle stack.

Name

LCOE.ai

Legal name

LCOE.ai

Website

https://lcoe.ai

Company type

Private

Founded year

2024

Operating status

Operating

Headcount range

1–10 employees

Short description

LCOE.ai is an Atlanta-based AI platform founded in 2024 that reconciles live SCADA data with AI-structured legal and financial documents into a continuous verified record per commercial solar project, serving underwriters, portfolio managers, asset owners, and M&A teams across the full asset lifecycle.

Ownership category

akta.pro rank

Product category

Commercial Solar Finance Software

NAICS

Software Publishers (513210), Computing Infrastructure Providers, Data Processing, Web Hosting, and Related Services (518), Computing Infrastructure Providers, Data Processing, Web Hosting, and Related Services (5182), Custom Computer Programming Services (541511)

SIC

Services-Computer Processing & Data Preparation (7374), Services-Computer Programming Services (7371), Services-Computer Integrated Systems Design (7373), Services-Computer Programming, Data Processing, Etc. (7370)

akta.pro primary industry

iBPMS (Intelligent BPM Suites) & Process Automation Suites (HDAEAHAG)

akta.pro secondary industries

Data Platform (Unified Data & Analytics) Suites (HDAEABAD), Asset & Maintenance Management (EAM/CMMS) Platforms (HDAEAEAM), Data Engineering, Integration & ETL/ELT Services (BPAEAHAB)

Keywords

• Commercial solar finance
• Renewable energy SaaS
• Solar asset management
• Covenant compliance monitoring
• Solar M&A diligence

Headquarters

HQ city

Sandy Springs

HQ country

United States

HQ region

North America

Offices2 records

Markets served

GTM type

B2B

Offering type

Software

Cost components

Technology or R&D, Personnel, Marketing or Sales, Infrastructure, Operations

Revenue model

1. SaaS Platform Subscription: Enterprise SaaS platform subscription for commercial solar finance stakeholders. Pricing model not publicly disclosed; engagement starts with a 30-day pilot (10 loans or projects, no commitment), suggesting a subscription-based model with per-project or per-asset pricing. Supports underwriters, portfolio managers, asset owners, and M&A teams.

Pricing tiers

Go-to-market motion2 records

Distribution channels1 record

Marketing channels2 records

Core offering

LCOE.ai provides an enterprise SaaS platform that serves as the system of record for commercial solar finance. The platform reconciles live operational data from SCADA and monitoring systems with AI-structured data extracted from credit agreements, PPAs, EPC, O&M, and REC documents into one continuous record per project. It serves underwriters, portfolio managers, asset owners, and M&A teams across the full lifecycle from origination to exit, with role-specific views for each constituent.

Product overview

LCOE.ai offers a unified AI platform for commercial solar lifecycle management, consisting of a core platform plus four role-specific modules (Moment 01–04): Underwriter View (origination and term stress-testing), Portfolio Manager View (live covenant compliance and AI risk ranking), Asset Owner View (daily operations, AI triage, and automated reporting), and M&A View (diligence-ready asset profiles). The platform integrates live SCADA/monitoring data with AI document intelligence to create one continuous reconciled record per project, accessible to all stakeholders throughout the asset lifecycle.

Differentiator

Problem solved

Functional benefit

Products and services

• LCOE.ai Platform Core AI-powered platform for the entire commercial solar lifecycle; serves as the system of record that reconciles live performance data and every loan, PPA, and O&M document into one continuous record per project for underwriters, portfolio managers, asset owners, and M&A teams from origination to exit.
• Underwriter View (Moment 01) Developer operating profile showing actual generation vs. underwritten model across prior projects, term stress-testing against real history, covenant pre-mapping at LOI stage, and automatic day-1 monitoring setup when loan closes; built for underwriters and tax equity investors at origination.
• Portfolio Manager View (Moment 02) Live covenant compliance benchmarked daily against live monitoring data; AI-ranked risk view surfacing emerging issues 4-6 months early; auto-generated capital-partner reports and examiner trails; built for portfolio managers and lenders tracking active loan portfolios.
• Asset Owner View (Moment 03) Daily asset management including full legal and covenant tracking, AI portfolio triage ranked by recovery value, operational recommendations on O&M and equipment performance, and automated monthly operating reports; built for asset owners, IPPs, and developers.
• M&A View (Moment 04) Diligence-ready asset profiles with complete structured history of covenant events, modifications, and variance; supports buy-side, sell-side, secondaries, and refinance transactions with verified operating history.

Quantifiable outcome

• Underperformance detected 4-6 months earlier — weeks instead of quarters
• +5 more outcomes

Named customers3 records

Segments4 records

Ideal customer profiles4 records

Technology focussed Yes

API detail

Has API

No

API docs

API detail

Core technology

AI maturity

App detail

AI capability8 records

Feature10 records

Partnerships

Two partnerships are on record, tiered core and minor.

• gener8torcoreStrategic or Co-development Partnergener8tor co-founded the Cox Cleantech Accelerator with Cox Enterprises. LCOE.ai is backed by this accelerator, gaining access to the gener8tor cleantech portfolio network and its commercial relationships and customer validation capabilities that accelerate enterprise sales.
• Georgia Cleantech Innovation HubminorStrategic or Co-development PartnerOne of three partners (alongside Cox Enterprises and gener8tor) in the Cox Cleantech Accelerator. Provides ecosystem support and connections within Georgia's cleantech innovation community.

Scale indicators5 records

Recent moves5 records

Expansion highlights5 records

Direct peers

• AlsoEnergy: AlsoEnergy is a leading monitoring and operations platform for solar and storage fleets globally. Comparable as a monitoring/SCADA-to-finance integration layer serving commercial and utility-scale solar operators with reporting and asset management workflows.
• kWh Analytics: kWh Analytics provides solar risk analytics, benchmarking, and performance insurance for solar asset owners and lenders. Directly comparable in serving underwriters and lenders with solar portfolio risk intelligence and a focus on financial-grade insights.
• Power Factors: Power Factors is one of the largest renewable energy asset performance management platforms, serving IPPs, owners, and operators of wind, solar, and storage portfolios. Directly comparable as an enterprise SaaS unifying SCADA monitoring, asset health, and reporting across the project lifecycle.
• SenseHawk: SenseHawk offers a SaaS platform for solar project lifecycle management spanning development, construction, and asset management. Comparable in unifying document, monitoring, and operational data into a single per-project record across the lifecycle.
• Aurora Solar: Aurora Solar provides cloud-based software for solar design, sales, and asset management. Comparable as an enterprise SaaS touching multiple solar-finance stakeholders with a data-driven approach to project economics, though more weighted to origination.

Broad incumbents

• 3Degrees: 3Degrees is a large environmental services firm handling RECs, carbon offsets, and renewable energy programs. Comparable as a broader incumbent in the renewable-attribute economy whose REC agreement workflows overlap LCOE.ai's document intelligence layer.
• GreenPrint Capital: GreenPrint Capital is a $3B+ clean-energy investment firm co-founded by LCOE.ai's chairman. Comparable as a major institutional player in commercial solar finance whose deal flow and due-diligence needs represent the buyer persona LCOE.ai targets.

Others

• EnergySage: EnergySage is the largest US solar marketplace connecting developers with commercial and residential customers. Comparable as a solar-finance ecosystem player, but its role as a marketplace rather than lifecycle system of record makes it an adjacent channel partner rather than direct competitor.

Emerging players

• Sweep: Sweep is an enterprise SaaS for ESG and sustainability data management across corporate portfolios. Comparable as a structured data platform that ingests operational and financial signals to produce compliance-grade reporting, with partial overlap in the covenant and reporting automation layer.
• LevelTen Energy: LevelTen Energy operates a marketplace and analytics platform for renewable energy PPAs and certificates. Comparable in bringing structured data and pricing transparency to commercial solar transactions, partially overlapping the M&A and underwriting use cases.

Market position

Strengths1 record

Weaknesses1 record

Competitive moat4 records

Key risks6 records

Key highlights7 records

Customer concentration

• LinkedInlinkedin.com/company/lcoe-ai

Revenue estimate

Valuation estimate

Number of profiles

Profiles4 records

Funding overview

Funding rounds1 record

Investors1 record

Funding detail is available on the Subscription and Enterprise plan.Contact sales →

M&A1 record

Investments

M&A and investment is available on the Subscription and Enterprise plan.Contact sales →

Frequently asked questions about LCOE.ai