What is tabular document review?
Tabular document review is a way of reviewing many documents against the same set of questions at once. Each document is a row. Each question is a column. Each cell holds the answer for that document and that question, with a citation back to the exact page or passage that supports it. A reviewer reads across a row to understand one document, or down a column to compare how every document answers one question.
Why the table matters
A chat interface answers one question about one document at a time, and the answer disappears into a scrollback. That is fine for a quick check. It does not work when a deal team has forty agreements and twelve questions, because nobody can hold 480 answers in their head, and nobody can tell which ones were checked.
The table fixes both problems. The same questions are asked of every document in the same order, so the answers are comparable. Each cell keeps its citation, so a reviewer can open the source and confirm it. And each cell can carry a decision, so the table records what a person concluded, not only what the model produced.
The parts
- Documents (rows)
- The files admitted to a review. In Doclayer these come from files already attached to a monday board, or from a direct upload.
- Questions (columns)
- Written by the reviewer in plain language, for example "What is the governing law?" or "Does assignment require consent?". A good column asks for one fact. A reusable set of columns for a document type is a template.
- Cited Answers (cells)
- A short answer plus a citation to the supporting passage. When the documents do not support an answer, the cell says so explicitly. "Insufficient evidence" is a result, not a blank. It means the reviewer needs to look elsewhere, not that the fact is absent.
- Decisions
- What the reviewer concluded about a cell. Doclayer uses three: Clear, Issue, or Question. Issues and Questions can then become trackable items on the monday board with an owner and a due date.
Where it is used
The method came out of legal and M&A due diligence, where a buyer has to answer the same questions about every contract in a data room. It applies to any collection of documents that share a shape: leases in a portfolio, supplier agreements, insurance policies, grant reports, research papers, or a set of policies being checked against a regulation.
The common thread is that the questions are known before the reading starts, and the value is in the comparison, not in any single answer.
What it is not
It is not extraction. Extraction pulls predefined fields (party, date, amount) into a schema. Tabular review answers questions a person wrote for this review, and keeps the person in the loop on each answer.
It is not a spreadsheet with a model bolted on. The table is the record of a review, so the citations, the decisions, and the history of what changed when a document was replaced all have to persist with it.
It is not a substitute for reading. The citation exists so that the reviewer can open the source. A cell without a citation is a claim, not evidence.
Who offers it, and what they call it
Several vendors ship the same idea under different names. The list below is descriptive, not a ranking.
| Vendor | Feature name | Where it lives |
|---|---|---|
| Hebbia | Matrix | Finance and legal research workspace |
| Harvey | Review Tables (Vault) | Legal AI platform |
| Legora | Tabular Review | Legal AI platform |
| Thomson Reuters | Tabular Analysis (CoCounsel) | Legal research suite |
| NetDocuments | Tabular Review | Document management system |
| Doclayer | Doclayer Tabular Review | monday.com app |
The practical differences are where the documents come from, where the decisions go afterwards, and how the work is priced. Most legal AI platforms are priced per seat and keep the review inside their own product. Doclayer runs the review inside monday.com, takes files from the board, publishes approved findings back to it, and charges for reviewed work rather than for seats.
Try it in monday.com
Doclayer Tabular Review is a monday.com app. Add it to a board, select the attached files, write your Questions, and review the Cited Answers without leaving monday. Install Doclayer or read the setup steps.