Doclayer vs Hebbia Matrix
For deal teams and in-house lawyers who have seen a Hebbia demo and work in monday.com.
Hebbia popularised the idea that document review should look like a table, and Matrix is the reference point most people have in mind when they hear "tabular review". Doclayer uses the same shape for a narrower job: reviewing the documents attached to a monday board, deciding on each answer, and turning the decisions into board work. This page tries to be fair about what that narrowing gives up.
The short version
If you need multi-step financial analysis across filings, web and market data, and columns that reason over other columns, Hebbia does things Doclayer does not attempt. If your team lives in monday.com, the documents are already on a board, and the point of the review is a list of issues someone will own, Doclayer gets you there in fewer steps and without seat licences.
Side by side
| Doclayer | Hebbia Matrix | |
|---|---|---|
| What it is | A monday.com app. One workflow: documents as rows, your questions as columns, cited answers, reviewer decisions, publication to the board. | A standalone AI workspace for finance and legal research. Matrix is one part of a platform that also covers multi-step analysis, follow-up columns that build on earlier columns, web and financial data sources, and reusable agent workflows. |
| Where the documents come from | Files already attached to a monday board, or a direct upload into the review. | Uploads, connected data rooms and drives, licensed financial data and the web, depending on the plan. |
| Where the review happens | Inside a monday board view or item view. | Inside Hebbia's own application. |
| What happens to a finding | A reviewer marks each cell Clear, Issue or Question. Approved Issues and Questions become monday items with the citation attached, with owner, status and due date on the board. The whole table exports to Excel. | Results export to Excel or PDF and can be shared as workflows inside Hebbia. Task tracking happens in whatever system the team uses alongside it. |
| Answers without evidence | A cell can only cite passages the server already holds from the selected documents. If they do not support an answer, the cell says insufficient evidence. | Answers cite sources; Hebbia's published material does not describe an equivalent server-side restriction on what can be cited. |
| Multi-step reasoning | One question per column, answered independently for each document. Doclayer does not build columns on other columns or compute across documents. | Matrix Agent decomposes a request into analytical columns and can synthesize across them, including follow-up columns that use earlier results. This is a real capability gap in Hebbia's favour. |
| Who can open it | Everyone authorized on the monday account, at no extra cost per person. monday Viewers get a read-only view. | Licensed seats. |
| Pricing | Public. Plans cover one monday account and are priced by Review Units (one document through one review). Team is $299 a month for 100 units. | Sales-led, no public rate card. Third-party research (Sacra) reports roughly $10,000 per seat per year for the Professional tier and $3,000 to $3,500 for the Lite tier. Those are reported figures, not Hebbia's list prices. |
| Hosting and data | Scaleway, European Union. Customer documents are not used to train models. Data deleted within ten days of uninstall. | Enterprise deployment options and security documentation are published by Hebbia; check its trust materials for the current region and retention terms. |
| Company | A small independent developer with a public roadmap. | A venture-funded company with an enterprise sales and support organisation. |
Where Hebbia is stronger
- Analysis that spans documents, or needs a second column to use the first one's result. Doclayer's cells are independent by design.
- Financial and market sources. Doclayer reviews the documents you give it and nothing else.
- Scale of platform: enterprise deployment, dedicated support, integrations with data rooms and financial data providers.
Where Doclayer is stronger
- No second application. The review sits in the board where the deal or matter is already tracked, and findings become items on that board with the citation attached.
- The decision is part of the record. Each cell carries a Clear, Issue or Question, so the table shows what a person concluded, not only what the model produced.
- Evidence rules. A cell cannot cite text that is not in the selected documents, and an unsupported answer is reported as insufficient evidence rather than filled in.
- Cost model. A public price, per reviewed document, covering the whole monday account. The occasional reader costs nothing extra.
- A trial you can start yourself: install from the Marketplace and review ten documents free.
Who should pick which
A fund or bank with analysts who already use Hebbia for research should keep using it for that. Doclayer is a fit for the deal team, in-house legal team or advisory firm that runs its work in monday.com and wants cited review of the documents on the board, with the follow-up tracked in the same place. Plenty of teams could reasonably use both.
Try Doclayer free on ten documents, or read the pricing.
How this page was written
The Hebbia column comes from Hebbia's public product pages, help articles and blog posts as read in September 2026, plus clearly labelled third-party reports where Hebbia publishes no figure. Nothing here comes from a trial, a demo or a customer's contract. Hebbia changes its product; if something is out of date or wrong, email info@doclayer.ai and it will be corrected. The Doclayer column describes the app as shipped on the monday Marketplace. For the general method both products use, see what tabular document review is.