Skip to content
JuicyAgents

Ready-madeResearch & Knowledge

Hebbia

Hebbia helps professional teams compare many documents and build structured, source-linked research through Matrix and its finance-focused agents.

Not tested by JuicyAgents · Reviewed 9 Oct 2026

Explore this agent (opens in a new tab)Compare features & pricing
Can replace
Microsoft Excel, SharePoint search
Integrations
Salesforce, Outlook, SharePoint, Snowflake
Independent review
Hebbia user reviews (opens in a new tab)

Overview

About Hebbia

Hebbia is built for evidence-heavy work such as investment research, diligence and professional analysis. Its product brings private documents and financial information into a shared workspace. Matrix organizes questions and outputs across source collections, while Max is positioned as an agent for institutional finance. The useful difference from a general chat session is a structured research process that can examine many related entities or documents without reducing everything to one long answer.

A suitable starting task is a comparison table for a known collection of company documents, with each material claim checked against its source. The goal is to reduce repetitive reading and evidence organization, not to transfer responsibility for an investment or legal conclusion. Hebbia's user reviews support diligence and document analysis, but the current Max capabilities, connected data entitlements and output formats should be confirmed in an enterprise demonstration using representative material.

What the workflow does

  • Matrix analysis: Organizes document research into structured rows and columns for repeated comparisons.
  • Agent-assisted research: Max and research workflows support multi-step professional analysis rather than only keyword search.
  • Linked evidence: Research outputs can connect extracted claims or metrics to supporting source material for review.
  • Public and private context: Combines internal files with supported financial and external sources, subject to access and licensing.
  • Source selection: Supports focusing research on chosen document collections or source types instead of an uncontrolled set of inputs.

From input to result

How the workflow works

You provide

  • An authorized document collection or data-room source.
  • A defined research question and comparison fields.
  • The relevant time periods, entities and units.
  • Instructions identifying authoritative sources and acceptable evidence.

You get

  • A structured diligence or research matrix prepared for an analyst to verify.
  • Source-linked extracts that make it easier to inspect important claims.
  • Less repetitive collection of the same facts across related documents or companies.

  1. Provide a representative source collection and define the questions the analyst needs answered.

  2. Run a structured comparison or research workflow and inspect the linked evidence.

  3. Resolve missing or conflicting facts, check calculations and reuse the workflow only after review.

What it offers

Key features

  • Matrix analysis

    Organizes document research into structured rows and columns for repeated comparisons.

  • Agent-assisted research

    Max and research workflows support multi-step professional analysis rather than only keyword search.

  • Linked evidence

    Research outputs can connect extracted claims or metrics to supporting source material for review.

  • Public and private context

    Combines internal files with supported financial and external sources, subject to access and licensing.

  • Source selection

    Supports focusing research on chosen document collections or source types instead of an uncontrolled set of inputs.

Is it a good fit?

Who it’s for

  • Investment and professional-services teams comparing large document collections.
  • Analysts whose work must retain a clear path from a conclusion back to its evidence.
  • Organizations able to define source access and a formal review process.

Strengths

  • Relevant professional document-research use cases.
  • Positive feedback for bringing diligence material into a workable analysis process.

Connected tools

Integrations

  • Salesforce
  • Outlook
  • SharePoint
  • Snowflake

Listed tools for this workflow. Confirm current support and setup with the provider.

Similar Agents

More research & knowledge agents
  • Recipe

    Compare competitor evidence for one decision

    Competitor Evidence Mapper · Research & Knowledge

  • Ready-made

    Glean

    Glean finds company knowledge across connected applications and uses that context in answers, research and managed agent workflows.

  • Ready-made

    ChatGPT Deep Research

    ChatGPT Deep Research plans a multi-source investigation and produces a structured report with references for the user to verify.

  • Ready-made

    Perplexity Research and Computer

    Perplexity combines source-linked web research with Computer workflows that can turn findings into useful files and other outputs.

  • Ready-made

    Visualping

    Visualping watches web pages you choose, such as competitor pricing, product or policy pages, and sends an alert with an AI summary when something changes. It reports changes but takes no action.