NODES AI 2026 - Fusing NLP and Graph: Building a Conversational Agent for Enriched Financial Data

This talk features Alix de Cremoux and Gabriel Laffitte from NODES AI, focusing on the integration of Natural Language Processing and graph technologies to create a conversational agent for enhanced financial data analysis. The speakers discuss their methodology for building an interactive knowledge graph that merges structured corporate data, like company hierarchies, with unstructured financial reports through an NLP pipeline that identifies new entities and relationships. The session covers the development of a conversational AI agent that utilizes this enriched graph as its memory, allowing for intuitive navigation of intricate financial information, while addressing the challenges and insights gained from this innovative approach to financial intelligence.