# Future Energy Associates > Building data-driven products and software to accelerate the energy transition. Future Energy Associates is a team of data scientists, software engineers, and energy specialists building high-impact digital products across the energy stack. Our work spans offshore wind optimisation tools, electrified transport data platforms, and large-scale energy tariff databases. We partner with organisations across the energy ecosystem to design, build, and deploy software, machine learning systems, and data infrastructure that help accelerate the transition to clean energy. ## Products - [Aurai](https://www.futureenergy.associates/): Offshore wind farm design and optimisation software that enables rapid site evaluation, automated data gathering, and turbine layout optimisation. - [TariffScanner](https://www.futureenergy.associates/tariff-scanner): A real-time UK energy tariff database and analytics platform used for pricing intelligence, market monitoring, and energy retail analysis. ## Services - [Digital Infrastructure](https://www.futureenergy.associates/): Design and development of digital infrastructure for the energy system including energy data registries, granular certificate systems, and data-sharing architectures. - [Data Science & Machine Learning](https://www.futureenergy.associates/): Applied machine learning and optimisation for renewable energy assets, forecasting, and energy system analysis. - [Energy Market Analytics](https://www.futureenergy.associates/): Market research, tariff analysis, and energy system modelling to support policymakers, analysts, and industry stakeholders. - [Software & Data Engineering](https://www.futureenergy.associates/): Building scalable data pipelines, APIs, analytics platforms, and SaaS tools for energy and climate technology companies. ## Projects & Applications - [Offshore Wind Farm Optimisation](https://www.futureenergy.associates/): Machine-learning-based optimisation of turbine layouts and cable design for offshore wind projects. - [Electric Bus Fleet Platforms](https://www.futureenergy.associates/): SaaS tools to help fleet and depot managers optimise electric school bus operations and battery management. - [Energy Tariff Databases](https://www.futureenergy.associates/): Comprehensive datasets and analysis of household energy tariffs used for market intelligence and regulatory insights. ## Company - [About Future Energy Associates](https://www.futureenergy.associates/about): Learn about our team of energy specialists, data scientists, and software engineers. - [Contact](https://www.futureenergy.associates/contact): Get in touch to discuss collaborations or projects.