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Ai Solar

Full company profile

uuid002vwuq

Namestring
Ai Solar
Legal namestring
Ai Solar Sdn. Bhd.
Websiteurl
aisolar.my
Company typeenum
Private
Founded yearint
2018
Descriptiontext

Ai Solar Sdn. Bhd., founded in 2018 and headquartered in Kuala Lumpur, is a Malaysian solar photovoltaic (PV) solutions provider operating exclusively in the domestic market. It serves two primary segments — residential property owners seeking to reduce TNB electricity bills, and commercial & industrial businesses with high daytime loads and large rooftop footprints — offering end-to-end services from free site assessment through system design, ATAP/TNB application handling, installation, and ongoing operation and maintenance. The company claims a portfolio exceeding 2,000 clean energy projects and reports completing over 200 projects in a recent one-year period.

Core technology consists of solar PV systems using high-performance Huawei inverters (featuring battery-ready design, smart energy distribution, and real-time monitoring through the Huawei FusionSolar mobile app), with warranty coverage up to 25 years. The company does not hold patents or proprietary technology; it positions itself as an integrator and full-service installer atop third-party hardware and software. Residential systems typically cost RM14,000-RM46,000 (approximately RM7/watt) while commercial installations are priced around RM2,400 per kWp.

Ai Solar's revenue model is dominated by one-time system sales and installation, supplemented by multi-year O&M service contracts and recurring-adjacent revenue from customer financing arrangements (credit card installments up to 60 months, bank loans up to 10 years with selected banks). The go-to-market motion is sales-led, combining direct field sales, inside sales via phone and WhatsApp, website lead generation with a savings calculator, and a referral program. The business is wholly owned by YGL Convergence Berhad, which provides corporate resources, and Ai Solar co-markets within a broader YGL ecosystem (including YGL ERP Systems) to deliver bundled offerings such as solar-plus-ERP for food-industry customers.

Short descriptiontext

Ai Solar is a Kuala Lumpur-based solar PV installer and integrator serving Malaysian residential and commercial customers, delivering Huawei inverter-based systems, ATAP/TNB application management, installation, and ongoing O&M under its parent YGL Convergence Berhad.

Operating statusenum
Operating
Ownership categoryenum
Headcount rangeband
11–50
akta.pro rankint
HeadquartersKuala Lumpur, Malaysia
HQ citystring
Kuala Lumpur
HQ countrystring
Malaysia
HQ regionstring
Asia
Markets served

Serves global market

Offices1 record

Each record includes

City, Country, Type, Description, Source

Keyword5 values
residential solar installation, commercial solar systems, rooftop solar PV, solar energy services, solar EPC services
Industry3 codes
1Solar EPC & Construction (Utility-Scale, Rooftop, Balance of System)
CodeEUAMABABPrimaryYes
2Solar Design, Engineering & Performance Software (PV Modeling, Digital Twins, Monitoring)
CodeEUAMABAHPrimaryNo
3Solar Financing, Leasing & Ownership Platforms (Tax Equity, PPA, Securitization)
CodeEUAMABAJPrimaryNo
NAICS code2 codes
  • Solar Electric Power Generation221114
  • Electric Power Generation22111
SIC code1 code
  • Electronic & Other Electrical Equipment (No Computer Equip)3600
Product category
Solar Energy Installation Services
GTM motion1 record

Each record includes

Type, Description, Source

Revenue model3 records
1Solar PV System Sales and Installation
TypeOne Time License
Description

One-time sale and installation of solar photovoltaic systems for residential and commercial properties. Includes panels, inverters, mounting systems, and monitoring equipment. Revenue is generated from the upfront cost of the solar system installation.

aisolar.my
2Financial Options
TypeHardware Sales
Description

Ai Solar offers financing options including outright purchase, credit card installments (up to 60 months), and bank financing loans (up to 10 years). This extends accessibility to customers who cannot pay upfront.

3Operation and Maintenance Services
TypeProfessional Services
Description

Ongoing maintenance, monitoring and support services ensuring long-term performance and reliability of solar solutions

aisolar.my
Marketing channels5 records

Each record includes

Title, Type, Stage, Description, Source

Distribution channels3 records

Each record includes

Title, Type, Scope, Target buyer, Description, Source

Cost components5 values
Supply Chain, Personnel, Operations, Marketing or Sales, Infrastructure
Pricing details3 tiers
1Residential Solar System - Full Purchase
ModelOne time/ perpetual licenseBilling cadencePay-as-you-go
Notes

Residential solar system costs range between RM14,000 and RM46,000 depending on house type, roof size, PV system size, and panel type. Average cost is around RM7.00 per watt as per SEDA Malaysia. A typical 5 kW residential system costs approximately RM35,000.

aisolar.my
2Commercial/Industrial Solar - Per kWp
ModelUnit PricingBilling cadencePay-as-you-go
Notes

Commercial and industrial installations cost approximately RM2,400 per kWp installed. A 500kWp system requires about 4,450sqm of space. 1MWp (1,000kWp) on an 8,900sqm warehouse costs approximately RM2.2 million.

aisolar.my
3Solar Financing Options
ModelSubscriptionBilling cadenceMonthly
Notes

Zero percent installment available, up to 60 months credit card installments, bank solar financing loans up to 10 years, zero upfront cost options with selected banks

aisolar.my
GTM typeB2B and B2C
B2B and B2C
Offering typeServices
Services
Core offering1 text field

Ai Solar designs, sells, and installs rooftop solar PV systems for residential and commercial/industrial customers in Malaysia under the ATAP 2026 renewable energy programme. The full-service offering covers site assessment, system design, ATAP and TNB application submission, professional installation of solar panels and Huawei inverters, system activation, and ongoing operation and maintenance with real-time monitoring. The company also facilitates customer financing through outright purchase, credit-card installments, and bank solar loans.

Differentiator
Functional benefit
Problem solved
Quantifiable outcome1 of 4 values shown
  • Reduce electricity bills by up to 90%
+3 more records
Product overview1 text field

Ai Solar is a solar energy solutions provider offering a comprehensive portfolio of products and services for residential and commercial customers in Malaysia. The core offerings include ATAP 2026 (Malaysia's latest rooftop solar programme), Residential Solar, and Commercial Solar solutions. The company provides end-to-end services from assessment and design through installation and ongoing maintenance, supported by Huawei inverters with smart monitoring capabilities. Financial options include outright purchase, credit card installments, and bank financing. Ai Solar also offers NEM (Net Energy Metering) advisory services and operates as a subsidiary of YGL Convergence Berhad.

Product and service5 records
1ATAP 2026 Rooftop Solar Programme
CategorySolar PV Installation Service
Description

Government-backed rooftop solar programme offering for Malaysian residential and commercial property owners; Ai Solar provides full-service participation from consultation through system activation under the ATAP 2026 framework, with limited quota and early application recommended.

2Residential Solar
CategorySolar PV Installation Service
Description

End-to-end residential rooftop solar PV solution for Malaysian homeowners seeking to reduce electricity bills (up to 90%) and carbon footprint; includes site assessment, system design, professional installation, and financial options (outright purchase, credit-card installments up to 60 months, and bank solar financing loans up to 10 years).

3Commercial Solar
CategorySolar PV Installation Service
Description

Customized commercial and industrial solar PV solution for Malaysian businesses with high daytime electricity usage and large rooftop space; includes expert consultation, site assessment, proposal, installation, ongoing maintenance and monitoring, warranty up to 25 years, and government incentive support (NEM, GITA, tax incentives). Pricing approximately RM2,400 per kWp installed.

4Net Energy Metering (NEM) Advisory
CategorySolar Incentive Advisory Service
Description

Advisory service helping Malaysian customers navigate government solar incentive programmes including NEM Rakyat, NEM GoMEn, and NOVA, including net metering registration guidance.

5Solar Monitoring and Support
CategorySolar O&M Service
Description

Ongoing operation and maintenance service for installed solar PV systems, using the Huawei FusionSolar platform to enable real-time solar generation tracking via mobile app; includes a customer support ticketing system for issue resolution.

Scale indicator4 records

Each record includes

Type, Value, Description, Source

Partnership2 partners
Strategic tierCoreTypeTechnology or Integration
Description

Huawei is the provider of high-performance inverters used in Ai Solar's solar systems. Huawei inverters are known for smart energy management, safety features, and future-ready battery compatibility. Ai Solar prominently features Huawei as their inverter partner.

Strategic tierMinorTypeStrategic or Co-development Partner
Description

YGL ERP Systems partnered with AI Solar to provide a combined solution for POO Trading's food industry operations. YGL provides ERP systems for operational efficiency while AI Solar provides solar energy solutions, creating a synergistic effect for customer operations.

Recent move6 records

Each record includes

Date, Type, Title, Description, Source

Expansion highlight6 records

Each record includes

Type, Description

Peers10 records
1Maris Energy Sdn Bhd
TypeDirect peer
Description

Malaysian solar PV installer and IPP providing residential and commercial rooftop solar solutions, including battery storage and grid-tied systems. Comparable local EPC peer.

TypeDirect peer
Description

Leading Malaysian solar PV system owner and turnkey EPC contractor serving residential, commercial, and industrial customers under NEM/ATAP programmes. Listed on Bursa Malaysia and one of Ai Solar's most direct competitors in the Malaysian rooftop solar EPC market.

TypeBroad incumbent
Description

Global inverter manufacturer and turnkey solar solution provider with strong Southeast Asia presence. Competes with Huawei (Ai Solar's current inverter partner) for Malaysian EPC inverter supply, shaping Ai Solar's technology cost structure.

TypeBroad incumbent
Description

Global microinverter and battery technology company. Ai Solar uses Huawei inverters but Enphase represents an alternative technology partner that competing Malaysian EPCs may adopt, signaling competitive supply choice.

TypeDirect peer
Description

Malaysian solar PV solutions provider offering residential and commercial rooftop installations with similar end-to-end service and financing options. Direct head-to-head competitor in Malaysian C&I solar EPC.

TypeBroad incumbent
Description

Malaysia-based clean energy arm of Petronas operating across solar generation, green hydrogen, and EV charging. While broader in scope, it competes for large Malaysian C&I rooftop solar projects and represents a well-capitalized incumbent.

TypeDirect peer
Description

Malaysian solar EPC specialist targeting residential, commercial, and industrial segments with similar full-service installation and ATAP/NEM positioning. Comparable size and customer profile to Ai Solar.

TypeDirect peer
Description

Malaysian solar EPC company focused on residential and commercial rooftop installations, including battery-ready and hybrid systems. Operates in overlapping customer segments under similar government programme structures.

TypeDirect peer
Description

Malaysian conglomerate-affiliated solar EPC and renewable energy arm offering commercial and industrial rooftop installations. Directly comparable in scale and enterprise customer targeting.

TypeDirect peer
Description

Malaysian solar leasing/SaaS provider offering zero-upfront-cost rooftop solar to residential and SME customers. Competes on similar ATAP-era residential segment with subscription-based financing model.

Market position
Strengths4 records

Each record includes

Headline, Details, Source

Weaknesses5 records

Each record includes

Headline, Details, Source

Competitive moat4 records

Each record includes

Type, Details

Key risks6 records

Each record includes

Headline, Details, Source

Key highlights6 records

Each record includes

Headline, Details, Source

Customer concentration

Classification, Details

Named customers5 records

Each record includes

Name, Industry, Type, Use case, Source, UUID

Segment2 records

Each record includes

Title, Type, Primary, Description, Pain point addressed, Use case, Source

Ideal customer profile2 records

Each record includes

Profile, Firmographic size, Sales motion, Sales cycle length, Buying structure, Purchase trigger, Buyer persona, Geography, Industry vertical, Primary use case, Description, Pain points, Evidence proof points, Target buyer

Technology focused
No
API detail
Has APIbool
No

Docs URL, Description

Integration2 records

Each record includes

Title, Type, Description, Source

AI maturity
App detail

Has app

Feature4 records

Each record includes

Title, Differentiator, Description, Source

Core technology
Revenue estimate
Valuation estimate
Number of profiles
No data
No data
Funding overview

Funding stage, Last funding date, Total funding USD

Funding rounds

Each record includes

Round, Amount USD, Date, Pre money valuation, Total investors, Investors, News

Investors

Each record includes

Name, Type, Date of entry, Rounds participated, Website

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

M&A

Each record includes

Name, Acquisition type, Announced date, Completed date, Status, Website, News

Investment

Each record includes

Name, Round, Announced date, Lead investor, Website, News

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

Ai Solar

Solar Energy Installation Servicesaisolar.my

Ai Solar is a Kuala Lumpur-based solar PV installer and integrator serving Malaysian residential and commercial customers, delivering Huawei inverter-based systems, ATAP/TNB application management, installation, and ongoing O&M under its parent YGL Convergence Berhad.

What Ai Solar does

Ai Solar Sdn. Bhd., founded in 2018 and headquartered in Kuala Lumpur, is a Malaysian solar photovoltaic (PV) solutions provider operating exclusively in the domestic market. It serves two primary segments — residential property owners seeking to reduce TNB electricity bills, and commercial & industrial businesses with high daytime loads and large rooftop footprints — offering end-to-end services from free site assessment through system design, ATAP/TNB application handling, installation, and ongoing operation and maintenance. The company claims a portfolio exceeding 2,000 clean energy projects and reports completing over 200 projects in a recent one-year period.

Core technology consists of solar PV systems using high-performance Huawei inverters (featuring battery-ready design, smart energy distribution, and real-time monitoring through the Huawei FusionSolar mobile app), with warranty coverage up to 25 years. The company does not hold patents or proprietary technology; it positions itself as an integrator and full-service installer atop third-party hardware and software. Residential systems typically cost RM14,000-RM46,000 (approximately RM7/watt) while commercial installations are priced around RM2,400 per kWp.

Ai Solar's revenue model is dominated by one-time system sales and installation, supplemented by multi-year O&M service contracts and recurring-adjacent revenue from customer financing arrangements (credit card installments up to 60 months, bank loans up to 10 years with selected banks). The go-to-market motion is sales-led, combining direct field sales, inside sales via phone and WhatsApp, website lead generation with a savings calculator, and a referral program. The business is wholly owned by YGL Convergence Berhad, which provides corporate resources, and Ai Solar co-markets within a broader YGL ecosystem (including YGL ERP Systems) to deliver bundled offerings such as solar-plus-ERP for food-industry customers.

Ai Solar firmographics

Firmographics
Name
Ai Solar
Legal name
Ai Solar Sdn. Bhd.
Website
https://aisolar.my
Company type
Private
Founded year
2018
Operating status
Operating
Headcount range
11–50 employees
Short description
Ai Solar is a Kuala Lumpur-based solar PV installer and integrator serving Malaysian residential and commercial customers, delivering Huawei inverter-based systems, ATAP/TNB application management, installation, and ongoing O&M under its parent YGL Convergence Berhad.
Ownership category
akta.pro rank

Ai Solar industry classification

Industry
Product category
Solar Energy Installation Services
NAICS
Solar Electric Power Generation (221114), Electric Power Generation (22111)
SIC
Electronic & Other Electrical Equipment (No Computer Equip) (3600)
akta.pro primary industry
Solar EPC & Construction (Utility-Scale, Rooftop, Balance of System) (EUAMABAB)
akta.pro secondary industries
Solar Design, Engineering & Performance Software (PV Modeling, Digital Twins, Monitoring) (EUAMABAH), Solar Financing, Leasing & Ownership Platforms (Tax Equity, PPA, Securitization) (EUAMABAJ)

Keywords

  • Residential solar installation
  • Commercial solar systems
  • Rooftop solar PV
  • Solar energy services
  • Solar EPC services

Where Ai Solar is headquartered

Location

Headquarters

HQ city
Kuala Lumpur
HQ country
Malaysia
HQ region
Asia

Offices1 record

Markets served

Ai Solar business model

Business model
GTM type
B2B and B2C
Offering type
Services
Cost components
Supply Chain, Personnel, Operations, Marketing or Sales, Infrastructure

Revenue model

  1. Solar PV System Sales and Installation: One-time sale and installation of solar photovoltaic systems for residential and commercial properties. Includes panels, inverters, mounting systems, and monitoring equipment. Revenue is generated from the upfront cost of the solar system installation.
  2. Financial Options: Ai Solar offers financing options including outright purchase, credit card installments (up to 60 months), and bank financing loans (up to 10 years). This extends accessibility to customers who cannot pay upfront.
  3. Operation and Maintenance Services: Ongoing maintenance, monitoring and support services ensuring long-term performance and reliability of solar solutions

Pricing tiers

ModelBillingPrice
One time/ perpetual licensePay-as-you-goResidential Solar System - Full Purchase
Unit PricingPay-as-you-goCommercial/Industrial Solar - Per kWp
SubscriptionMonthlySolar Financing Options

Go-to-market motion1 record

Distribution channels3 records

Marketing channels5 records

Ai Solar product offering

Product offering

Core offering

Ai Solar designs, sells, and installs rooftop solar PV systems for residential and commercial/industrial customers in Malaysia under the ATAP 2026 renewable energy programme. The full-service offering covers site assessment, system design, ATAP and TNB application submission, professional installation of solar panels and Huawei inverters, system activation, and ongoing operation and maintenance with real-time monitoring. The company also facilitates customer financing through outright purchase, credit-card installments, and bank solar loans.

Product overview

Ai Solar is a solar energy solutions provider offering a comprehensive portfolio of products and services for residential and commercial customers in Malaysia. The core offerings include ATAP 2026 (Malaysia's latest rooftop solar programme), Residential Solar, and Commercial Solar solutions. The company provides end-to-end services from assessment and design through installation and ongoing maintenance, supported by Huawei inverters with smart monitoring capabilities. Financial options include outright purchase, credit card installments, and bank financing. Ai Solar also offers NEM (Net Energy Metering) advisory services and operates as a subsidiary of YGL Convergence Berhad.

Differentiator

Problem solved

Functional benefit

Products and services

  • ATAP 2026 Rooftop Solar Programme Government-backed rooftop solar programme offering for Malaysian residential and commercial property owners; Ai Solar provides full-service participation from consultation through system activation under the ATAP 2026 framework, with limited quota and early application recommended.
  • Residential Solar End-to-end residential rooftop solar PV solution for Malaysian homeowners seeking to reduce electricity bills (up to 90%) and carbon footprint; includes site assessment, system design, professional installation, and financial options (outright purchase, credit-card installments up to 60 months, and bank solar financing loans up to 10 years).
  • Commercial Solar Customized commercial and industrial solar PV solution for Malaysian businesses with high daytime electricity usage and large rooftop space; includes expert consultation, site assessment, proposal, installation, ongoing maintenance and monitoring, warranty up to 25 years, and government incentive support (NEM, GITA, tax incentives). Pricing approximately RM2,400 per kWp installed.
  • Net Energy Metering (NEM) Advisory Advisory service helping Malaysian customers navigate government solar incentive programmes including NEM Rakyat, NEM GoMEn, and NOVA, including net metering registration guidance.
  • Solar Monitoring and Support Ongoing operation and maintenance service for installed solar PV systems, using the Huawei FusionSolar platform to enable real-time solar generation tracking via mobile app; includes a customer support ticketing system for issue resolution.

Quantifiable outcome

  • Reduce electricity bills by up to 90%
  • +3 more outcomes

Companies that use Ai Solar

Customer profile

Named customers5 records

Segments2 records

Ideal customer profiles2 records

Ai Solar technology and API

Technology

Technology focussed No

API detail

Has API
No
API docs
API detail

Core technology

AI maturity

App detail

Integration2 records

Feature4 records

Ai Solar partnerships and signals

Strategic signal

Partnerships

Two partnerships are on record, tiered core and minor.

  • HuaweicoreTechnology or IntegrationHuawei is the provider of high-performance inverters used in Ai Solar's solar systems. Huawei inverters are known for smart energy management, safety features, and future-ready battery compatibility. Ai Solar prominently features Huawei as their inverter partner.
  • YGL Leading Food Manufacturing ERP SystemsminorStrategic or Co-development PartnerYGL ERP Systems partnered with AI Solar to provide a combined solution for POO Trading's food industry operations. YGL provides ERP systems for operational efficiency while AI Solar provides solar energy solutions, creating a synergistic effect for customer operations.

Scale indicators4 records

Recent moves6 records

Expansion highlights6 records

Ai Solar competitors and assessment

Company assessment

Direct peers

  • Maris Energy Sdn Bhd: Malaysian solar PV installer and IPP providing residential and commercial rooftop solar solutions, including battery storage and grid-tied systems. Comparable local EPC peer.
  • Solarvest Holdings Berhad: Leading Malaysian solar PV system owner and turnkey EPC contractor serving residential, commercial, and industrial customers under NEM/ATAP programmes. Listed on Bursa Malaysia and one of Ai Solar's most direct competitors in the Malaysian rooftop solar EPC market.
  • Plus Xnergy (formerly Plus Solar): Malaysian solar PV solutions provider offering residential and commercial rooftop installations with similar end-to-end service and financing options. Direct head-to-head competitor in Malaysian C&I solar EPC.
  • Pekat Group Berhad: Malaysian solar EPC specialist targeting residential, commercial, and industrial segments with similar full-service installation and ATAP/NEM positioning. Comparable size and customer profile to Ai Solar.
  • CLEANergy Renewables: Malaysian solar EPC company focused on residential and commercial rooftop installations, including battery-ready and hybrid systems. Operates in overlapping customer segments under similar government programme structures.
  • Sunway Solar (Sunway Group): Malaysian conglomerate-affiliated solar EPC and renewable energy arm offering commercial and industrial rooftop installations. Directly comparable in scale and enterprise customer targeting.
  • GSPARX (G Capital Berhad): Malaysian solar leasing/SaaS provider offering zero-upfront-cost rooftop solar to residential and SME customers. Competes on similar ATAP-era residential segment with subscription-based financing model.

Broad incumbents

  • Sungrow: Global inverter manufacturer and turnkey solar solution provider with strong Southeast Asia presence. Competes with Huawei (Ai Solar's current inverter partner) for Malaysian EPC inverter supply, shaping Ai Solar's technology cost structure.
  • Enphase Energy: Global microinverter and battery technology company. Ai Solar uses Huawei inverters but Enphase represents an alternative technology partner that competing Malaysian EPCs may adopt, signaling competitive supply choice.
  • Gentari Sdn Bhd (Petronas): Malaysia-based clean energy arm of Petronas operating across solar generation, green hydrogen, and EV charging. While broader in scope, it competes for large Malaysian C&I rooftop solar projects and represents a well-capitalized incumbent.

Market position

Strengths4 records

Weaknesses5 records

Competitive moat4 records

Key risks6 records

Key highlights6 records

Customer concentration

Ai Solar social profiles

Digital presence

Ai Solar financial estimates

Financial estimate

Revenue estimate

Valuation estimate

Ai Solar leadership team

Management profile

Number of profiles

Ai Solar funding detail

Funding detail

Funding overview

Funding rounds

Investors

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

Ai Solar M&A and investment

M&A and investment

M&A

Investments

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

Frequently asked questions about Ai Solar

What does Ai Solar do?

Ai Solar designs, sells, and installs rooftop solar PV systems for residential and commercial/industrial customers in Malaysia under the ATAP 2026 renewable energy programme. The full-service offering covers site assessment, system design, ATAP and TNB application submission, professional installation of solar panels and Huawei inverters, system activation, and ongoing operation and maintenance with real-time monitoring. The company also facilitates customer financing through outright purchase, credit-card installments, and bank solar loans.

Is Ai Solar a public or private company?

Ai Solar is a private company. It is classified as corporate owned and is currently operating.

When was Ai Solar founded?

Ai Solar was founded in 2018. It employs 11 to 50 people.

Where is Ai Solar based?

Ai Solar is headquartered in Kuala Lumpur, Malaysia, in the Asia region.

How does Ai Solar make money?

Three revenue lines are on record. Solar PV System Sales and Installation is the primary driver. The others are financial Options and operation and Maintenance Services.

Who are Ai Solar's main competitors?

Direct peers on record are Maris Energy Sdn Bhd, Solarvest Holdings Berhad, Plus Xnergy (formerly Plus Solar), Pekat Group Berhad, CLEANergy Renewables, Sunway Solar (Sunway Group) and GSPARX (G Capital Berhad). Broad incumbents are Sungrow, Enphase Energy and Gentari Sdn Bhd (Petronas).

Does Ai Solar have an API?

No public API is recorded for Ai Solar.

What industry is Ai Solar in?

Ai Solar's product category is Solar Energy Installation Services. Its primary akta.pro industry code is EUAMABAB, Solar EPC & Construction (Utility-Scale, Rooftop, Balance of System), with a secondary code of EUAMABAH, Solar Design, Engineering & Performance Software (PV Modeling, Digital Twins, Monitoring). Its NAICS code is 221114 and its SIC code is 3600.

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