Hebbia is built for work where the answer sits in hundreds of documents. Investors, bankers, lawyers, and consultants use it to extract and compare information across filings, contracts, and financial data, instead of reading each file by hand.
Matrix lays out analysis in a grid, with documents or companies in rows and questions in columns, so you can run the same questions over many sources at once. It works with sources such as SEC filings and FactSet. Max is a deal-team assistant that acts as an AI analyst and supports collaboration across a firm.
Hebbia does not list prices; you request a demo. It targets large institutions and enterprises, so it is not a tool for individual investors. AlphaSense and Rogo are the closest alternatives. As with any AI research tool, verify the figures against the source documents before they go into a model or memo.