Hebbia

Hebbia is a document intelligence platform used by asset managers, private equity firms, and investment banks. Its core product, Matrix, applies a question across an entire document set and returns a grid of answers with sources.

Why the grid matters

A chat interface answers one question about one document. Diligence asks fifty questions across five thousand pages. Matrix is built for the second shape: define the questions as rows or columns, point it at a data room, and every cell is populated with a cited answer you can click through to verify.

Capabilities

• Analysis at corpus scale across filings, contracts, transcripts, research, and internal documents
• Full auditability. Every answer links to the exact passage, which is a hard requirement in regulated finance.
• Complex document handling — financial tables, footnotes, and scanned exhibits
• Agentic workflows for multi-step analysis that would otherwise be an analyst's week
• Enterprise security with data isolation and no training on customer content

Who buys it

Investment firms and financial institutions, sold enterprise-wide with quoted pricing. The output is analysis a professional then validates — the value is in compressing the search and extraction, not in replacing judgement.