Graphs in sustainable finance

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.

As geopolitical tensions rise and Europe faces renewed threats to its democratic values, ESG investors are being urged to rethink their stance on defence stocks. In our latest white paper, Time for ESG Investors to Embrace European Defence Companies?, Neural Alpha CEO James Phare challenges long-held assumptions and exclusionary practices within sustainable investing.

We are thrilled to announce we have joined the World Benchmarking Alliance to support their fantastic work constructing open access benchmarks and enabling positive change for corporates and financial institutions through best-in-class data and analysis.