AI-Driven Climate Insights
About Danu Insight
Danu Insight is a climate-tech non-profit focused on developing clear, accessible insights that support climate action. We harness the power of data science and AI to help investors, NGOs and corporations make more informed decisions that have real world impact.
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We believe that understanding and acting on climate-related information from diverse and often opaque sources is crucial to accelerating progress toward the goals of the Paris Agreement. By bringing together complex, fragmented textual data from across the corporate and policy landscape, we aim to shed light on the behaviours, commitments, and systemic forces shaping the climate transition.
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Our new Climate Lobbying Index distils key findings on climate lobbying transparency and governance of over 8,500 companies. Increased transparency and accountability here can help provide the political space to accelerate the shift toward a net-zero economy.​
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Why It Matters
Critical information is hidden within sources like annual reports, policy engagement disclosures, legal filings, and government consultation repositories. This data is vast, unstructured, and complex, preventing key stakeholders from addressing systemic climate risks. This hinders engagement with issues such as corporate climate lobbying, which has slowed the progress of climate policy for over 30 years.
Our Approach
We use cutting-edge data science and AI, including LLMs, to analyse vast amounts of complex, unstructured qualitative data. This gives us a novel ability to scale our analysis to thousands of entities and provide data to institutional investors, companies, and NGOs that enables net zero decision-making.
Long-Term Vision
We are looking to explore how business activities affect the environment—focusing on land and water use, pollution, and damage to marine ecosystems. By connecting these impacts to corporate behavior and policy, we hope to shed light on the broader links between ecology, society, and the economy. Our goal is to help stakeholders make sense of these connections and promote a more open, responsible economy in line with the principles of Universal Ownership.