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Leonardo Centre Data Lab

The Data Lab operates a scalable DataOps engine supporting all Leonardo Labs and their collaborators through rigorous sustainability datasets. We've achieved 30% dataset expansion this year, powered shareholder returns research, and established partnerships with DSI and AI consultancies. Our goal is fourfold expansion by 2027, creating the world's most impactful sustainability data engine.

Key themes and objectives

  • Deliver: Rigorous, monetisable sustainability datasets that power research and business decision-making for sustainability. 
  • Transform: Scattered corporate sustainability data into structured, actionable intelligence.  
  • Connect: Link academic research with real-world business and policy applications.  
  • Accelerate: Fourfold expansion by 2027 to meet the scale of global sustainability transition.
  • Validate: Maintain the highest academic standards through peer review and quality assurance. 
  • Support: All Leonardo Labs with data infrastructure, analytics, and collaborative tools.

Over the past 12 months, our data team has: 

  • Expanded dataset by 30%, unlocking richer sustainability insights.
  • Deployed a new text tool for finding finer-grained behavioural patterns.
  • Automated visual dashboards now track sustainability maturity across industries and countries.
  • Developed processes increasing automation efficiency to 60%, maximising the use of historical data.
  • Machine learning models, co-developed with Imperial’s Data Science Institute, offer new analytical depth.
  • Introduced cloud-native infrastructure and processes, improving scalability and speed.
  • Automated scripts that now generate data-driven visualisations tracking the evolution of sustainability maturity across industries and countries, providing a clearer picture of global progress.

Find out more about the unique GOLDEN Sustainability Dataset

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Sustainability Data

The world’s first global dataset that focuses on corporate sustainability actions. At the core of the Leonardo Centre’s activities is the GOLDEN Sustainability Dataset, developed in collaboration with the GOLDEN for Impact Foundation.

Data Lab Lead

Llohann D Speranca

Llohann D Speranca - Data Lab Lead

Llohann joined the Centre in 2022, shifting from an academic career in Mathematics. Since then, his efforts have been to guarantee data scalability through reliable, reproducible processes and to leverage all levels of data the Centre collects. As a mathematician, he was mainly recognised for his explicit constructions of exotic manifolds and a solution for a decades-old conjecture on Riemannian foliations on compact Lie groups.

Collaborate with us

If you are interested in our data research, or how you might use our dataset:

Data Lab Team

Frank Brueck

Frank Brueck

Leonardo Centre Leadership Lab Lead and Data Lab Contributor

Matteo Burato

Matteo Burato

PhD Candidate

Matteo's Imperial Profile
Mojtaba Nouri

Mojtaba Nouri

Research Consultant

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Marek Rei

Lecturer, Department of Computing

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Livio Scalvini

Livio Scalvini

Executive Director, Leonardo Centre on Business for Society

Shuying Wu - Research Fellow. Portrait.

Shuying Wu

Research Fellow in Sustainable Finance

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Maurizio Zollo

Maurizio Zollo

Professor of Strategy & Sustainability, Scientific Director, Leonardo Centre on Business for Society

Maurizio's Imperial Profile