Streamlining environmental impact assessments in construction with AI

Challenge

Before large construction projects can move forward, their environmental impact must be carefully considered. Under environmental impact assessment regulations, a project’s cumulative effects such as noise, biodiversity, and air quality, must be evaluated alongside those of nearby developments. This process is often labour-intensive, requiring the identification of relevant projects, collection of multiple technical reports, and analysis of their findings to assess the combined environmental impact. Simplifying and accelerating this process would allow built environment advisors like Turley to focus more on applying their expertise and advising clients. To achieve this, Turley sought to automate data extraction and summarisation, streamlining the preparation of cumulative effects assessments.

Approach

To alleviate the need for Turley to manually retrieve vast amounts of information from multiple documents, The Hartree Centre AI scientists developed a prototype chatbot interface to help extract data from text in PDF documents. This was made possible with support from a £15,000 Innovate UK BridgeAI Innovation Voucher, which enabled Turley to access the expertise of their data scientists. By combining various machine learning technologies and coding techniques, our researchers implemented data processing, storage and retrieval, and integrated large language models to build the chatbot interface. This combination of technologies was crucial for the successful development of this proof-of-concept, as individual technologies alone cannot effectively access data from PDF documents.

Benefits

Hartree Centre data scientists developed a prototype chatbot interface designed to enable Turley to quickly extract relevant information from lengthy PDF documents, allowing them to focus on preparing cumulative effects assessments and providing strategic advice to clients. Beyond developing the proof-of-concept, their collaboration has strengthened Turley’s understanding of AI, benefitting both individual growth and organisational development. Looking ahead, options for Turley include upgrading the prototype to process images and tables, further boosting productivity, enhancing consultancy services, and supporting compliance with environmental regulations in construction.

AI isn’t a magic wand. While powerful, it requires careful development to achieve meaningful results, as we’ve come to understand through our collaboration with the Hartree Centre.

– Carol Maughan, Director, Company Communication and Digital Innovation MBCS at Turley

About the BridgeAI Innovation Vouchers

The Innovate UK BridgeAI Innovation Vouchers led by STFC Hartree Centre, offers £5,000 and £15,000 vouchers which facilitate support from technical experts in data science and AI technologies.

These vouchers can be used for various purposes, including feasibility studies, proof-of-concept projects, and digital roadmap development. 

The next round of Innovation Vouchers opens Summer 2025.