What FUTURE ENERGY ASSOCIATES LTD does

Future Energy Associates Ltd (FEA) is a London-based, privately-held data science and software consultancy serving the energy transition. Founded in 2019 by a team drawn primarily from UCL's Energy Institute, UCL Energy & AI lab, DTU Wind and Energy Systems, and Cambridge, the company sells applied machine learning and engineering services to energy companies, fleet operators, NGOs, and due-diligence clients. Its core software products are Aurai, an ML-driven offshore wind farm planning and turbine/array cable layout optimization platform launched in 2022, and GranularCertOS, an open-source reference implementation of EnergyTag Standard v2 for hourly granular energy certificate registries launched in April 2025.

FEA monetizes through three streams: bespoke consulting and data science projects, software engagements built around Aurai (reported at 40x ROI for Scottish Power Renewables), and research/reporting work such as the Tariff Watch market reports on UK domestic energy that have been covered by BBC, The Telegraph, and Daily Mail and prompted OFGEM to re-evaluate the Economy 7 price cap. Pricing is custom, contract-based, and disclosed only on inquiry; no public tiers exist. GranularCertOS is distributed as open-source on GitHub under a partnership consortium with Google Climate, Private Energy Partners, and EnergyTag, positioning it as a standards-aligned reference rather than a direct revenue line.

The company operates as a small team of approximately 10 staff (Managing Director Clement Attwood, Commercial Director Dylan Johnson, plus data scientists, software engineers, and designers) out of a registered office at 6a Hermitage Road, London (Companies House number 12474709). Beyond energy it has run projects in micromobility (VOI), EV fleet tooling (Fleet Power), climate grant analytics (Data Orchard), and cannabis data (TokeAI), reflecting opportunistic commercialization of its data engineering and ML capabilities. There is no disclosed external funding, parent company, or M&A activity; ownership and governance appear to be founder/management-held with non-executive directors Ayrton Bourn and Laurence Watson.

Name

FUTURE ENERGY ASSOCIATES LTD

Legal name

Future Energy Associates Ltd

Website

https://futureenergy.associates

Company type

Private

Founded year

2020

Operating status

Operating

Headcount range

1–10 employees

Short description

Future Energy Associates is a London-based data science and software consultancy that builds ML-driven tools and analytics for the energy transition, primarily serving offshore wind developers, energy certificate registries, and UK energy market stakeholders via its Aurai and GranularCertOS platforms.

Ownership category

akta.pro rank

Product category

Renewable Energy Analytics Software

NAICS

Electric Power Generation, Transmission and Distribution (2211), Computing Infrastructure Providers, Data Processing, Web Hosting, and Related Services (518210)

SIC

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

akta.pro primary industry

Energy Systems & Power Engineering Consulting (BPAHAIAG)

akta.pro secondary industries

Asset Management & Owner’s Engineering (Lifecycle Strategy, Budgeting, Technical Due Diligence) (EUAMAGAJ), Risk Reporting & Performance Management (BI, KPIs, Attribution) (EUAGAJAL), Renewable Energy Asset O&M (Wind, Solar, Hydro, Geothermal) (EUAEAGAB)

Keywords

• Offshore wind optimization
• Renewable energy analytics
• Energy data science
• Granular certificate registry
• Machine learning consulting

Headquarters

HQ city

London

HQ country

United Kingdom

HQ region

Europe

Offices1 record

Markets served

GTM type

B2B

Offering type

Software

Cost components

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

Revenue model

1. Consulting Services: Technical consulting and advisory services for energy companies, including offshore wind optimization, technical due diligence, and data science projects for various clients.
2. Software Products (Aurai, GranularCertOS): SaaS products for offshore wind farm planning and granular energy certificates. Aurai delivers 40x ROI through optimization; GranularCertOS is open-source with potential licensing opportunities.
3. Research Papers & Analysis: Market reports on UK domestic energy sector (Tariff Watch) featured in national media, and research collaboration on environmental impact studies.

Pricing tiers

Go-to-market motion2 records

Distribution channels3 records

Marketing channels6 records

Core offering

Future Energy Associates builds data science-driven software products and delivers bespoke consulting services for the renewable energy sector. Its flagship product Aurai is a web-based platform that automates offshore wind farm boundary definition, data gathering, and machine learning-based turbine layout optimization. The firm also develops GranularCertOS, an open-source demonstration platform implementing the EnergyTag Standard v2 for granular energy certificate registries, and operates a market-leading UK domestic energy tariff database used for market analysis and policy advocacy.

Product overview

Future Energy Associates is a data science and software company offering two core products: Aurai for offshore wind farm planning and optimization, and GranularCertOS as an open-source platform for granular energy certificate registries. Additionally, they provide Digital Infrastructure advisory services for energy data systems and maintain a Tariff Scanner database for UK domestic energy market analysis. The company combines software engineering, machine learning, and data science expertise to optimize renewable energy and storage assets.

Differentiator

Problem solved

Functional benefit

Brands

• Aurai: Offshore Wind Farm Planning & Optimisation software platform for streamlining wind farm design, evaluating sites, and generating optimal turbine layouts.
• GranularCertOS

Products and services

• Aurai Aurai is a modern web-based offshore wind farm planning and optimization platform that streamlines wind resource workflows. It provides a user-friendly web app for wind farm boundary definition, automated data gathering, ML-based turbine layout optimization, and intuitive analysis tools that enable non-experts to generate optimal turbine and array cable layouts for offshore wind projects.
• GranularCertOS GranularCertOS is an open-source demonstration platform for granular energy certificates that implements the EnergyTag Standard v2. It provides a flexible framework, API implementation, and software architecture for registries and third-party platforms to support the transition to hourly energy tracking and certification of renewable energy usage and distribution.
• Digital Infrastructure Advisory Technical advisory services for creating and managing comprehensive registries for granular certificates to track renewable energy usage and distribution. Includes strategic sharing of consumption data and development support for the UK's digital spine initiative for energy data interconnection.
• Tariff Watch / Tariff Scanner Market-leading tariff database and analysis tool for the UK domestic energy sector. Produces detailed market reports (Tariff Watch) on the OFGEM price cap, analyzing fairness and identifying user groups disproportionately affected by price changes.

Quantifiable outcome

• 40x ROI delivered through offshore wind optimization for Scottish Power Renewables
• +5 more outcomes

Named customers9 records

Segments4 records

Ideal customer profiles4 records

Technology focussed Yes

API detail

Has API

Yes

API docs

API detail

Core technology

AI maturity

App detail

AI capability8 records

Feature4 records

Partnerships

Four partnerships are on record, tiered flagship and core.

• Google ClimateflagshipStrategic or Co-development Partner · 1 March 2025Project partner supporting the GranularCertOS open-source demonstration platform development. One of three organizations leading the drive towards granular renewable energy certificates. Clement Attwood (Google Climate Managing Director) provided quote supporting the project vision.
• Private Energy PartnersflagshipStrategic or Co-development Partner · 1 March 2025Project partner supporting GranularCertOS development alongside Google Climate and EnergyTag. Part of the initiative accelerating adoption of granular energy certification in renewable energy markets.
• EnergyTagflagshipStrategic or Co-development Partner · 1 March 2025EnergyTag is the standards body behind the GranularCertOS platform which implements EnergyTag Standard v2. Executive Director Killian Daly provided testimonial on FEA's unique blend of energy, data and soft skills. FEA developed API specification and software architecture as reference for developers of granular certificate registries.
• Google Cloud (inferred from project)coreTechnology or Integration · 1 March 2025Project logo shown on GranularCertOS page alongside Google Climate branding, suggesting cloud infrastructure support for the open-source demonstration platform.

Scale indicators7 records

Recent moves5 records

Expansion highlights6 records

Direct peers

• K2 Management: Independent renewable energy consultancy offering Owner's Engineering, technical due diligence, and asset management for wind projects worldwide. Directly comparable to FEA's Aurai optimization and offshore wind advisory offerings.
• Arenko Group: UK-based energy technology company building software and trading platforms for flexible energy assets. Comparable to FEA via shared data-science approach to power markets, energy storage optimization, and overlap of talent (Thomas Falconer was previously at Arenko).
• DNV: Global assurance and consulting firm with deep offshore wind advisory, certification, and independent engineering services. Directly comparable to FEA's energy-systems consulting and Owner's Engineering/TDD work for offshore wind developers.
• Vortex: Provider of wind resource data, forecasts and engineering analytics used for wind farm design, due diligence and operations. Directly comparable to Aurai's wind resource assessment and SCADA-based forecasting capabilities.
• Energy Aspects: Independent energy research firm producing market data, analysis, and forecasting for oil, power, and renewables. Comparable to FEA's market-reporting and energy-data capabilities, particularly the Tariff Scanner service.

Emerging players

• Open Climate Fix: Open-source AI organization building weather and renewable energy forecasting tools, including solar and wind nowcasting. Comparable to FEA's open-source ethos (GranularCertOS), ML-based energy forecasting and SCADA-data approaches.
• Tesseract: Vertically integrated renewable energy supplier for the GB domestic market, building proprietary data and forecasting platforms. Connected to FEA through NED Ayrton Bourn who was previously Tesseract's energy lead, with similar energy-data DNA.

Broad incumbents

• Baringa Partners: Independent consultancy specializing in energy and resources, including power markets, trading, and renewables advisory. Closely comparable to FEA's energy-systems consulting and digital infrastructure advisory work for UK/European energy clients.
• S&P Global Commodity Insights: Major provider of energy market data, analytics, and price benchmarks (Platts). Comparable to FEA's Tariff Scanner and market intelligence work, though operating at global scale and across multiple commodity markets.
• Wood Mackenzie: Global energy research and consultancy covering renewables, power markets, and energy transition analytics. Comparable to FEA's market intelligence, tariff analysis and energy data capabilities, but at vastly larger scale and broader coverage.

Market position

Strengths4 records

Weaknesses4 records

Competitive moat5 records

Key risks5 records

Key highlights6 records

Customer concentration

• GitHubgithub.com/Future-Energy-Associates
• LinkedInlinkedin.com/company/future-energy-associates

Revenue estimate

Valuation estimate

Number of profiles

Profiles11 records

Funding overview

Funding rounds

Investors

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

M&A

Investments

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

Frequently asked questions about FUTURE ENERGY ASSOCIATES LTD