Announcement on winning environmental finance award

How do you turn frameworks like the World Economic Forum Nature Positive Guide into actionable insight? We put Responsible Capital to the test—using real disclosures to analyse FTSE100 nature-related risk at scale

Just Capital used Neural Alpha's AI platform to scale their corporate performance analysis across 1,000 Russell 1000 companies. Previously, producing ~100 ESG and stakeholder indicators at that scale required stitching together multiple data sources and heavy manual work. By implementing their methodology on Neural Alpha's platform, they were able to analyse over 400,000 documents and extract close to 100,000 individual data points consolidating vendors, reducing cost and complexity, and speeding up the process significantly. The approach kept humans in the loop throughout, with automated outputs validated against expert assessments. The end result is a scalable, repeatable pipeline that frees Just Capital's analysts to focus on methodology and interpretation rather than data collection.

Discover how Neural Alpha, in partnership with Vivid Economics (McKinsey) and Natural History Museum (NHM) have developed a cutting-edge geospatial dataset. This transformative resource connects companies to physical assets, enabling rapid analysis of ESG risks like biodiversity intactness.