More than the documents. The market behind them, too.
Hebbia runs AI across your documents, filings, and connected data providers, brilliantly. Massari adds the live market, options, and portfolio tools it doesn't — every figure clickable to its SEC source.
Request early access →Documents are the start, not the whole job.
Hebbia is genuinely good at what it does — pointing AI at a stack of documents and getting structured answers back across all of them. Massari reads filings and transcripts too. But investing isn't only working through documents. It's the numbers, the positioning, and your portfolio, and those live somewhere else.
Massari puts it in one place: SEC-grounded fundamentals, live market and options data, and portfolio analytics — with an AI analyst that reads across all of it, and every figure traceable to the exact filing behind it.
Beyond the document
Live market data, options positioning, and portfolio tools — not only the documents you feed in.
A standing dataset
A grounded, always-on financial layer — not a fresh upload each time you have a question.
The whole workflow
From a company's filings to your portfolio's risk — one grounded platform.