The project team, with its unique blend of skills covers data science, research and product and service innovation, have developed the new method and packaged it as an industrial-grade code base and algorithm. The team has identified several key uses for this new insight, including a new customer service called Smart+, for use by our Energy Company Obligation (ECO) Team and to assess suitability for low carbon heating systems. The unique selling point is that it uses only smart meter data combined with publicly available data. It does not require any equipment to be installed in the property and the assessment can be performed remotely and unobtrusively. As a result, it can assess millions of properties with relative ease, creating benefit for many households in the UK.