The same table, pointed at your pile.

Ragextract is one thing everywhere: documents down the rows, a question per column, a citation in every cell. What changes is which questions are worth asking — and, more than anything, what a row should be.

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One supplier agreement read twice — once for liability and once for price mechanism — each answer citing the clause it came from.
Document	What legal asks	What procurement asks
Facilities MSA +3	Uncapped for IP and confidentiality cl. 19.4	CPI + 2%, uncapped since Am. 2 Am. 2, cl. 3

One document · two questionsThe columns differ; the reading was paid for once

By industry.

The documents themselves are the thing that differs — what they are called, how they are structured, and where the answer hides.

By industry: each page, what a row represents on it, and what it answers.
Page	What a row is	What it answers
Legal and procurement	One agreement per row	Renewal dates, liability caps, assignment and change-of-control across a contract set — with the amendments read alongside the thing they amend.
Finance and investing	One target, agreement or period per row	Diligence across a data room, covenants across a credit book, guidance across a quarter of transcripts — every figure sourced to the document and page it came from.
Real estate	One lease per row	Rent escalations, sublease rights, CAM caps, break dates and co-tenancy across a portfolio — with variations and side letters read as part of the lease they alter.
Construction	One trade bid per row	Scope exclusions, labour rates, material lead times and what the crane is or is not included in — compared across the bids you are levelling.
Healthcare and life sciences	One protocol per row	Eligibility criteria, primary endpoints, dosage limits and adverse-event rules across a set of clinical trial protocols, each answer citing the section it came from.

By team.

The documents are often the same ones. What changes is the question being asked of them, and therefore which columns are worth writing.

By team: each page, what a row represents on it, and what it answers.
Page	What a row is	What it answers
Procurement and sourcing	One supplier agreement per row	Price mechanisms, indexation and uplift caps, benchmarking rights and how to get out — the supplier book read for money and exit rather than for liability.
Deal teams	One of the target’s contracts per row	Change of control, assignment and consent requirements across a target’s contract stack, on the timetable the transaction actually runs to.
Research and analysis	One transcript or paper per row	Earnings transcripts and published papers read as a corpus: guidance, launch dates and headcount across a quarter, or sample size and methodology across a literature set.
Compliance and risk	One agreement or policy per row	The obligations you actually signed up to — notification windows, audit rights, sub-processor consent — pulled out of the paperwork and into a register.
Operations	One arriving document per row	Certificates, insurance schedules and compliance packs that arrive on their own schedule, in a table that runs itself against each new one.

If yours is not here.

Nothing about the product is specific to these ten. Anything that arrives as a stack of documents and leaves as a comparison works the same way — insurance submissions, customs files, grant applications, planning conditions, warranty claims.

The reasoning transfers a great deal further than the prompts do, so read whichever worked setup is closest and change the questions.

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