Extracting Geopolitical and Environmental Risks from Companies House

Many thanks for maintaining such an excellent service and API; I’ve really enjoyed working with it these past few years! I wanted to share a recent project I’ve been working on that uses LLMs to detect geopolitical and environmental risks within the electronically filed accounts submitted each day. Its currently at demo stage (visualising only 1 months worth of annual reports) but I am hoping to eventually run a live risk reporting service. Would love any suggestions or feedback if this kind of thing is of interest.

Demo: https://autonomy-germ.streamlit.app/
Blog Post: GERM (Geopolitical & Environmental Risk Monitor) | by The Autonomy Data Unit | Apr, 2024 | Medium

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