The demand for space for new infrastructure will require building on unstable soft soil, for which stabilisation is needed. The current practice of stabilising soil, however, lacks digitalisation, automation, effective collaboration and is predominantly utilising virgin materials with extensive carbon emissions. Specifically, the crucial role of data to understand the performance of stabilised soil has, so far, received too little global research and industry attention. Advances in sensor technology such as distributed fibre optic sensors (DFOS) and geophysics merged with data mining techniques offer intriguing possibilities to obtain smarter information and catalyse new design and execution techniques to stabilise soil. Industry by-products such as blast furnace slag, fly ash, bottom ash and biochar have beneficial properties to stabilise soil, in addition to a far lower carbon footprint compared to cement. The primary aim of GOAL is to turn soil stabilisation more digitalised and sustainable by adopting latest sensing and data mining techniques as well as industry by-products. This will be achieved through: 1) validation of non-destructive and distributed sensing (i.e. DFOS and shear wave velocity measurements) for soil stabilisation using laboratory and full-scale trials, 2) an automated design framework combining soil stabilisation knowledge and monitoring data and 3) environmental and economic life-cycle assessments (LCA) resulting in green value chains around industry by-products as sustainable, climate-friendly and cost-effective soil stabilisers. The GOAL consortium will comprise 5 industry partners in soil stabilisation and utilisation of industry by-products. The other 5 partners are world-leading international research groups on infrastructure sensing, geophysics, LCA and soil stabilisation. The excellence of GOAL thus relies on a strong transdisciplinary team which aims to stimulate competence and data-driven innovation to transform soil stabilisation.