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Hebbia vs Rogo

Two fact sheets from our own research, side by side — pricing, platforms, API access and status re-checked by us rather than quoted from the vendors.

The short answer

Best fit
Hebbia: Private equity, credit and banking teams running diligence across hundreds of documents at once · Rogo: Investment banks and advisory firms that want comps, precedents and model reviews run across their own deal archive
Trust score
About even — Hebbia 90, Rogo 90
Status
Both up at our last check (Sep 6, 2026)

From our own records as of each tool's last check. Anything we have not confirmed is left out rather than guessed. How we verify

HebbiaGrid-based AI analysis that runs the same questions across thousands of documents for finance and legal teamsRogoAI platform for investment banks and research teams with purpose-built financial agents over firm documents, FactSet and PitchBook

Side by side

FactHebbiaRogo
CategoryEnterprise SearchInvesting & Market Analysis
Pricing modelContactContact
Trust score90 / 10090 / 100
PlatformsWebWeb
CompanyHebbiaRogo Technologies, Inc.
Last verifiedSep 6, 2026Sep 6, 2026

What our research says

Hebbia

Hebbia is the tool to shortlist when a deal team needs the same forty questions answered across a data room, with every cell traceable to a source page, and the customer logos say the big banks and law firms have already bought in. It is not something an individual analyst or a small shop can simply sign up for, and with no public price the cost of entry is whatever the sales team decides it is.

Pros

  • Matrix turns document analysis into a spreadsheet-like grid that scales to thousands of files
  • Native connectors to FactSet, S&P Capital IQ, PitchBook, SharePoint and Box, not just file upload
  • Customer logos include Morgan Stanley, Centerview and Latham & Watkins, which signals the vendor passed heavy security review
  • Backed by a16z, Index Ventures, GV and Peter Thiel, so the company is unlikely to disappear mid-contract

Cons

  • No public pricing, trial or self-serve path; everything runs through a demo request
  • No legal entity, address or governing law stated on the terms page, which is unusual for an enterprise vendor
  • No public API documentation found, so integration beyond the listed connectors is a sales conversation
  • Output quality on sample pages is vendor-curated and not independently verifiable

Rogo

Rogo is a firm-level purchase for banks and investment teams that want agents running inside their deal data, not a tool an analyst expenses: value depends on connecting DealCloud, SharePoint and FactSet, and the forward-deployed bankers exist because that integration is the work. Its named customers and the $160 million Series D suggest it will be around, but there is no price, trial or self-serve path, and the output still needs a banker checking every number before it reaches a client.

Pros

  • Agents run multi-step banking workflows such as LBO review, comps refresh and precedent search rather than single answers
  • Connects to OneDrive, SharePoint, Salesforce, DealCloud, FactSet and PitchBook, with a firmwide memory of people, companies and deals
  • SOC 2 Type II, ISO 27001, ISO 42001 and a public trust center
  • Named customers in banking and research, 450-plus institutions claimed, and a $160 million Series D

Cons

  • Quote-only with no public pricing or trial
  • Needs licensed market data and integration work before the agents are useful
  • Usage figures (60,000 bankers, 200,000 daily queries) are self-reported
  • No founders, founding year or office list on the company page; the entity and address surface only in the terms

Which one fits

Choose Hebbia if you need

  • Private equity, credit and banking teams running diligence across hundreds of documents at once
  • Law firms doing contract review where each answer must cite its source page
  • Corporate strategy and research groups combining filings, transcripts and licensed data in one workspace

Choose Rogo if you need

  • Investment banks and advisory firms that want comps, precedents and model reviews run across their own deal archive
  • Equity research teams with licensed FactSet and PitchBook data to ground the agents
  • Firms that need SOC 2, ISO 27001 and ISO 42001 attestations to clear compliance

More comparisons

All Hebbia alternatives →All Rogo alternatives →Browse all Enterprise Search →