Hebbia is an enterprise AI platform architected to reason over unlimited document context at scale, processing over 1.5 billion pages and handling ~200,000 prompts per day. It supports structured matrix-style outputs that cross-reference hundreds of documents simultaneously, automates multi-step analytical workflows, and integrates with data sources like Snowflake, AWS S3, FactSet, S&P Capital IQ, SharePoint, and more. The system is designed for high-stakes financial environments with enterprise-grade security and collaboration features.