Event Alpha is a data-processing platform built for prediction market traders to extract an informational edge from earnings transcripts. It uses an outcome matrix to map management commentary to specific market results, replacing manual reading with data visualizations that highlight sentiment trends. The core feature is an AI-driven chat using RAG, allowing users to "talk to the data" to quickly uncover context and hidden details that others might miss.