From RAG to Richness: How Ramp Revamped Industry Classification

This post details the revamp of Ramp's industry classification system, moving from a RAG (Retrieval Augmented Generation) approach to a more robust and enriched system. This involved developing new models and data pipelines to improve the accuracy and depth of industry categorization for financial data. Specifically, it introduces the use of transaction embeddings to enhance retrieval accuracy.