Heliostats
Provider 
Founded 2012
Sells To Enterprise
Pricing Model Recurring
Ownership Subsidiary

AI-powered data platform that parses, standardises and benchmarks renewable energy production data for investors and lenders.
Heliostats ingests production and operational documents in any format through AWS S3, Box, Dropbox, email or API, combining OCR with machine learning in a template-free pipeline that its vendor says processes documents roughly ninety percent faster than manual work. Automated quality checks flag errors and enforce business rules, and extracted figures are standardised against industry taxonomies or custom rules so data becomes comparable across an entire asset portfolio.
The platform then enriches records with third-party context such as weather adjustments, market trends and pricing data, surfacing analytics that help stakeholders detect patterns and hidden risks. kWh Analytics, acquired by insurer Beazley, markets the product to investors, lenders and third-party stakeholders across solar, battery storage and wind.
Banyan Infrastructure

Banyan Platform
banyaninfrastructure.com
Odyssey Energy Solutions

Remote Monitoring and Asset Analytics
odysseyenergysolutions.com
Odyssey Energy Solutions

Solar Finance Portfolio Management
odysseyenergysolutions.com
Adds products that compete with one of Heliostats’ direct competitors but not with Heliostats itself. They are shaded, and Linked Through names the direct competitor each one competes with.
| Attribute | Heliostats | Banyan Platform | Remote Monitoring and Asset Analytics | Solar Finance Portfolio Management | |
|---|---|---|---|---|---|
| Provider | |||||
| Founded | 2012 | 2018 | 2017 | 2017 | |
| Sells To | Enterprise | Financial Institutions | Enterprise, Small Business | Enterprise, Small Business | |
| Pricing Model | Recurring | B2B Subscription | Interest Income, Recurring, Transactional | Interest Income, Recurring, Transactional | |
| Ownership | Subsidiary | Private | Venture-backed | Venture-backed |
Provider 
Founded 2012
Sells To Enterprise
Pricing Model Recurring
Ownership Subsidiary
Provider 
Founded 2018
Sells To Financial Institutions
Pricing Model B2B Subscription
Ownership Private
Provider 
Founded 2017
Sells To Enterprise, Small Business
Pricing Model Interest Income, Recurring, Transactional
Ownership Venture-backed
Provider 
Founded 2017
Sells To Enterprise, Small Business
Pricing Model Interest Income, Recurring, Transactional
Ownership Venture-backed


BuildQ Project OS is the AI-native operating system BuildQ uses to run capital-intensive infrastructure projects.


Cloud-based solar and energy storage modelling software that turns commercial project data into finance-ready proposals with lender pricing built in.


Programme tooling that runs results-based electrification schemes from feasibility through verified disbursement.


White-labelled financing operating system that runs solar loan, lease and PPA origination, compliance and portfolio monitoring for lenders.
BuildQ Project OS is the AI-native operating system BuildQ uses to run capital-intensive infrastructure projects.

Cloud-based solar and energy storage modelling software that turns commercial project data into finance-ready proposals with lender pricing built in.

Programme tooling that runs results-based electrification schemes from feasibility through verified disbursement.

White-labelled financing operating system that runs solar loan, lease and PPA origination, compliance and portfolio monitoring for lenders.
