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Hebbia Matrix

Agent platform

by Hebbia

Runs a document set through a grid of prompts, producing a table of answers with each cell traced to its source.

Find alternatives to Hebbia Matrix

No charging model could be established from an official page: Hebbia publishes no pricing and the site routes to a demo request.

What it does

• Document extraction
• Knowledge retrieval
• Financial analysis

How it compares

• AlphaSense SuperAnalyst

  While AlphaSense is a content aggregation platform that has added AI features to help teams search broker research and expert calls faster, Hebbia is AI-native curating everything from data extraction and analysis to financial modeling and presentation creation.

  Official documentation · 19 Sep 2026
• Amazon Kendra

  Hebbia faces competition from established players like IBM Watson Discovery, Microsoft Azure AI Search, and Amazon Kendra...

  Research report · 19 Sep 2026
• Glean

  Glean was founded in 2019, with its core product being an enterprise search platform that integrates knowledge from various software applications used by a company.

  Research report · 19 Sep 2026
• Harvey

  In addition, there are also general AI companies that have built out legal verticals, such as Hebbia and others.

  Research report · 19 Sep 2026
• IBM Watson Discovery

  Hebbia faces competition from established players like IBM Watson Discovery, Microsoft Azure AI Search, and Amazon Kendra, each backed by extensive customer bases

  Research report · 19 Sep 2026
• Azure AI Search

  Hebbia faces competition from established players like IBM Watson Discovery, Microsoft Azure AI Search, and Amazon Kendra...

  Research report · 19 Sep 2026
• Felix

  Rogo is optimized for standard investment banking tasks. For investors who are conducting complex due diligence that may not follow a template, the platform can feel less flexible than an advanced reasoning engine like Hebbia.

  Official documentation · 19 Sep 2026

Sources

Sold within

Not found · 30 Sep 2026

The Matrix page offers "Request a demo" and "Ready to start building your own matrices? Let’s get in touch." No price, plan or self-serve route is stated.

Also from Hebbia

• Hebbia Max AI agent

  An AI analyst agent for deal teams that builds financial models, decks and dashboards from firm and market data, and works over email.

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