The vision of the SaaS platform, integrated with common brokers like Scalable Capital, was to provide real-time warnings or opportunity reports on how political events like elections or law changes might affect your portfolio. It provides easily explained and interactive information on how these events will affect your stocks, simplifying complex political and economic causalities by leveraging a knowledge graph and an LLM to reason about the consequences.
We built an innovative GraphRAG solution using Mistral AI, OpenAI, and Neo4j to indicate how financial markets might be influenced by current geopolitical events. By comparing them to previous cases with similar characteristics, it could project similar outcomes and warn users if their portfolio might be affected. We developed a cool solution with a Nuxt.js platform that allows you to interact with future scenarios by prompting how 'x' might affect 'y'—for example, how France leaving the EU would affect its economy in the long run.