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Best for: asking up to 500 questions across a fixed document set and getting a per-document grid of answers with citations down to the page or clause. Every answer is grounded in the source document with a citation you can jump to. Nothing comes from the open web or from general knowledge.
Screenshot of the Cited Q&A across a Document Set launcher showing its document slots and input form

The Cited Q&A across a Document Set launcher: document slots, inputs, and what you get

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What you need

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Inputs

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How it runs

1

Prepare

Builds a Q&A matrix: rows are your documents, columns are your questions.
2

Extract

Schedules extraction for every cell. Each answer is produced against one document only, with the supporting passage captured at your chosen citation granularity.
3

Wait

Blocks until every answer resolves.
4

Render

Writes the Q&A report, with the privilege banner applied if you asked for one.

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What you get

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Appending follow-up questions

This is the only workflow you can extend after it completes. Send new questions to a finished run and each becomes an additional column answered against the same document set, with the report re-rendered. You do not re-upload anything and you do not re-run the earlier questions. That makes it a good first pass on an unfamiliar document set: ask five questions, read the answers, then append the twenty questions you now realize you needed.

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What this will not do

  • Answer questions about anything that is not in the uploaded documents. There is no synthesis from the open web.
  • Pull in external case law or statutes. Answers come from your documents only.
  • Replace independent counsel review of the cited passages before you rely on an answer in a filing.
  • Compare two versions of the same document or surface tracked changes.
  • Draft new clauses, redlines, or a memo from the answers. This is a Q&A surface only.

Document Matrix

The same engine as an interactive spreadsheet you can edit column by column.

Document comparison

For version-to-version differences, which this workflow does not do.