Document Matrix is a spreadsheet-style review for batches of documents. Rows are documents (up to 200 per matrix), columns are the questions you want answered. Each cell returns an extracted value plus the exact quote from the source document that supports it.Documentation Index
Fetch the complete documentation index at: https://vaquill.ai/docs/llms.txt
Use this file to discover all available pages before exploring further.
When To Use It
M&A diligence
Run across dozens of NDAs, MSAs, and ancillary agreements to surface change-of-control, assignment, and termination triggers in hours instead of days.
Lease portfolio abstracts
Pull rent, term, renewal options, escalations, and assignment rights from an entire commercial portfolio into one workbook.
Employment audits
Surface non-competes, severance terms, equity vesting, and change-of-control triggers across employee agreements.
IP licensing reviews
Extract licensed IP scope, royalty rates, territory, exclusivity, and termination triggers across a license stack.
Discovery review
Pull custodian, date range, and privilege flags across a production to triage what gets full review.
Loan portfolio review
Extract interest rate, maturity, covenants, and default triggers across a credit book.
How It Works
Create the matrix
Spin up a new matrix and upload your documents, or select existing ones from the matter.
Define columns
Pick a template (NDA, MSA, lease, employment, IP license) or write your own questions.
Run extraction
The tool extracts each field from each document - each cell carries the answer plus the source quote.
Columns
Each column is a question or extraction prompt. You can mix types:| Column Type | Returns | Example |
|---|---|---|
| Free text | A short answer | ”What is the governing law?” |
| Yes / No | Boolean | ”Is there a non-compete?” |
| Date | Parsed date | ”What is the effective date?” |
| Number / Currency | Numeric value | ”What is the annual fee?” |
| List | Multiple values | ”List all named subsidiaries” |
| Long text | Full clause or paragraph | ”Quote the assignment clause” |
Templates
Pre-built column sets for common review types:- NDA Abstract - Term, scope of confidential information, exceptions, return obligations, governing law
- MSA Abstract - Effective date, term, termination rights, indemnification, limitation of liability, IP ownership
- Commercial Lease - Premises, base rent, escalations, term, renewal options, assignment, sublease
- Employment Agreement - Title, compensation, equity, non-compete, non-solicit, severance, change-of-control
- IP License - Licensed IP, field of use, territory, royalty, exclusivity, term, termination
Source-Backed Cells
Every extracted value links back to the source. Click a cell to see:- The exact quote from the source document that supports the answer
- The page number and section reference
- The surrounding context so you can verify the interpretation
Filtering and Sorting
Once the matrix is built, work with it like a spreadsheet:- Filter by any column (e.g., show only contracts with annual fees over $100K)
- Sort by date, value, or document name
- Hide columns that are not relevant to a particular review
- Group by a categorical column (e.g., contract type, counterparty)
Cost Preview
Before running, the tool shows an estimated cost based on the number of documents and columns. You can also run a column on a single test document first to verify the prompt works before applying it to the full batch.Export
- Spreadsheet (.xlsx) - Full matrix with source quotes in a separate column or as cell comments
- Word memo - Narrative summary that walks through the matrix findings
- PDF report - Read-only version for client distribution
Tips
Build a matrix prompt
NDA Matrix - extract the same fields from a batch of NDAs into one workbook with source-backed cells.
Related
Document Analyst
One-off questions about a single document.
Contract Review
Deep clause-level review with redlines.
Compare Documents
Redline two versions side-by-side.
Chronology Builder
Turn the same document set into a sourced timeline.
Limits
| Limit | Value |
|---|---|
| Documents per matrix | Up to 200 |
| Matrices per matter | No fixed limit |

