A missed error in a signed document can cost thousands. Recensa catches the kind that slip past a final read.

See what it catches

Independent document check

Recensa checks the document you already wrote.

Recensa is an independent check that runs aftera document is finished. Upload a Word or PDF file and it reports what's wrong inside it: numbers that disagree between sections, cross-references that point nowhere, defined terms that drift, arithmetic that doesn't reconcile, and required items that aren't there. It does not write, rewrite, or improve your document. It checks it.

Recensa reviewing a finished document, with findings tied to the passages they came from
What it is
  • Runs after drafting
  • Word & PDF
  • Free Internal Check
  • Verify with no account

Independence

Why an independent check

Every AI writing tool now offers to review its own output. A review inside the drafting workflow can carry forward the same context, assumptions, and interpretation that produced the document — even when a different model performs the review. Recensa runs outside that workflow and evaluates the finished file as evidence.

The system that drafts a document shouldn't be the one that clears it.

This is not a novel idea. It's why an auditor is independent of the books, and why proposal teams run reviews staffed by people who didn't write the draft. What's changed is that the drafting tool now volunteers to be the reviewer too.

More on the reasoning: why one AI review isn't enough.

Findings

What Recensa finds

Recensa checks a document against itself, against source material you upload, and — soon — against outside sources. It finds internal contradictions, broken references, terminology drift, numeric errors, and missing required provisions. Each finding is tied to the exact evidence it rests on.

01

Internal contradictions

Two passages that can't both be true. The body says $485,000; the payment table says $498,000. Each is plausible alone. Together they're a finding.
02

Broken cross-references

“As described in Section 9.4” — and there is no Section 9.4, because the document was renumbered after the draft was cut.
03

Defined-term drift

The contract defines “the Property” and later calls it “the Premises.” Someone reading it has to decide whether those are the same thing.
04

Arithmetic that doesn't reconcile

Twelve months at $12,000 is $144,000. If the total says $120,000, that's a finding. Recensa recomputes the arithmetic — it doesn't estimate it.
05

Missing material provisions

A six-figure services agreement with no limitation of liability. A referenced Exhibit A that isn't attached. Required provisions are checked against a list, deterministically — not left for a model to happen to notice an absence.
06

Package rules (for submissions)

Filename length, character rules, duplicate filenames, file types, PDF layers, form fields, page limits. These are rules, not judgments — checked mechanically against the rules you specify.

None of these are grammar or style notes. A spell-checker reads a sentence; Recensa reads the whole document and asks whether it agrees with itself. A number in a summary table has to match the number in the paragraph that explains it. A clause that references “the schedule attached hereto” has to have a schedule attached. A defined term has to mean the same thing on page 40 as it did on page 4. Those relationships span the document, and they are exactly the errors a read-through misses — because each page, read on its own, looks fine.

When you run a Source Check, Recensa also reads the material you upload alongside the document — the prior draft, the term sheet, the solicitation, the underlying data — and checks the document against it. A figure that was correct in the source but got transcribed wrong into the document is the kind of thing that only shows up when the two are read together.

Depths

The three checks

Recensa offers three depths, and the difference is what the document is compared against — itself, your own uploaded source material, or outside sources. You start free with the Internal Check and add depth only when a document warrants it.

CheckCompares againstStatus
Internal CheckThe document against itselfFree
Source CheckPlus your own uploaded source material — the prior draft, the term sheet, the solicitation, the dataAvailable
External CheckPlus outside sources, for claims that can be externally checked. Reports what sources say and whether they support the claim — it does not rule on what is true.Coming

The Internal Checkis the free one, and for most documents it's the one that matters. It reads the finished file against itself: contradictions, broken cross-references, defined-term drift, arithmetic. You don't upload anything else, and you don't need an account to verify the result afterward.

The Source Check adds your own material. You attach the supporting files — the earlier version, the data the numbers came from, the requirements you were writing to — and Recensa checks the document against them, not just against itself. This is where transcription errors and drift between a source and its summary surface.

The External Check is coming. Where a claim can be checked against outside sources, it will report what those sources say and whether they support the claim. It will not decide what is true — it will show you what the sources show, and leave the judgment with you.

Outputs

What you get

Every check produces one Proof Report: it opens with what ran, then lists every finding with its evidence in the Issue Ledger. You also get a sealed copy of your document. Keep them, share them, and let anyone confirm them without a Recensa account.

Inside the Proof Report

The Issue Ledger: every finding, with its evidence

The exact passage, the calculation, the package item, or the governing rule behind each finding.

  • Evidence-bound. If we can't show the basis for a finding, we don't report it.
  • Located in your document. Each finding points back to where it came from, so you can judge it in context.
The Issue Ledger section of the Proof Report, listing each finding with its evidence

Inside the Proof Report

The record: what ran, and when

Downloadable. Keepable. Shareable with whoever asked you to check.

  • Not a chat transcript. An export-shaped summary of the checks that ran on this file.
  • Built for sign-off. Hand it to a client, a counterparty, or a reviewer as the record of the check.
The first page of the Proof Report — the Recensa Checked mark, verdict counts, and summary

The Recensa Checked mark

Confirms two things: which checks ran, and that the file hasn't changed since. It does not certify that the content is correct — and it says so, on the mark itself. Anyone can verify it at recensa.ai/verify, with no account. What the mark certifies →

Corrections

Fixing what it finds

Recensa can apply corrections you approve. Every change is yours — you accept, reject, or type your own. Nothing is rewritten silently, and nothing is changed that you didn't authorize. You make every call; Recensa executes it correctly.

Apply Fixes

You decide. Recensa applies it exactly.

Review each finding, choose what to do, and Recensa applies your decision — preserving formatting, tables, and numbering.

  • Nothing silent. No wholesale rewrite. Only the changes you approve, applied precisely.
  • Do-not-change locks. Mark passages Recensa must never touch — negotiated language, an agreed clause, a signature block. They stay byte-for-byte identical.
Reviewing a finding and applying an approved correction to the document

This is the opposite of a rewrite. An assistant that rewrites hands you a new document and leaves you to work out what changed and whether you agree. Recensa keeps your document and applies only the specific corrections you approved, one at a time, so the diff is exactly the set of decisions you made — nothing more. Formatting, tables, numbering, and styles are preserved, because the goal is to fix the finding, not to reflow the file.

Getting documents in

Getting your document in

Recensa works on finished Word (.docx) and PDF files. Upload from your device or import from Google Drive, and for a Source Check, attach the supporting files you want the document checked against. What you get back is downloadable and shareable — nothing is locked inside an account.

Word & PDF

Finished documents, the way you actually send them. Recensa reads the file as delivered, including the structure a portal or a counterparty will see.

Import from Drive

Bring a document straight in from Google Drive instead of downloading and re-uploading it. The check runs on the file you selected.

Supporting files

Attach the prior draft, the term sheet, the solicitation, or the data. A Source Check reads the document against the material you provide.

Where it fits

Documents Recensa checks

Recensa works on finished Word and PDF documents of any kind. It's built for documents where an error is expensive: contracts, proposals, grant applications, agreements, reports, and filings — anything long enough that no one has read the whole thing in one sitting.

01

Contracts and agreements

Payment amounts that disagree with the schedule, renumbered cross-references, defined terms that drift, material provisions everyone assumed were there.
02

NDAs

Definitions of "Confidential Information," term lengths, and carve-outs that drift between reused versions — plus schedules the text points to that aren't attached.
03

Real estate

Prices, deposits, square footage, dates, and prorations repeated across the document and its exhibits that no longer match after one instance was updated.
04

Proposals and RFPs

Staffing and numbers that disagree across volumes, and referenced attachments that aren't in the package. Proposal review →
05

Grant applications

Filename rules, duplicate attachments, PDF format limits, and budget figures that don't match the forms. NIH application review →
06

Long business documents

Summaries that no longer match the section they summarize — board reports, filings, manuals, and policies no one has read cover to cover in one sitting.
07

Academic papers

Citations referenced but not listed, figures that don't match the text, and terms that shift meaning between methods and discussion.
08

Anything drafted with AI

Fluent drafts that carry confident cross-references to sections that were never written. The tool that drafted it is not the tool that should clear it.

Start to finish

How a check works

  1. 01

    Upload

    Word or PDF, from your device or a Google Drive import. Add supporting files for a Source Check.

  2. 02

    Choose a check

    Internal, Source, or External — how far outside the document Recensa should look.

  3. 03

    Recensa checks

    Independent review passes, plus deterministic checks: arithmetic recomputed, required items checked against a list, package rules validated mechanically.

  4. 04

    Review the findings

    Each one tied to its evidence and located in your document.

  5. 05

    Fix what you choose

    Accept, reject, or type your own. Nothing changes that you didn't approve.

  6. 06

    Download

    The sealed document and the Proof Report — proof of what ran, and that nothing has changed since.

The boundary

What Recensa does not do

This section is not a disclaimer. It's the product. Recensa is an independent check, and the things it refuses to do are exactly what make its findings worth trusting. Here is where it stops, and why the stopping point is deliberate.

It doesn't write your document
Not a draft, not a suggestion for a better clause, not a rewrite. If it wrote it, it couldn't check it.
It doesn't tell you what your document should say
Whether a clause is favourable, a price competitive, a strategy sound — those depend on whose side you're on. Recensa is on nobody's side. That's the point of an independent check, and it's also its limit.
It doesn't decide what's true about the world
Where a check reaches outside your document, it reports what sources say and whether they support the claim. You decide.
The mark certifies integrity, not correctness
What was checked, when, and that nothing has changed since. Not that the document is right. That's yours. It has to be.

Your data

Your document

Your document is processed to produce the review. We keep a cryptographic fingerprint — so the seal can be verified later — a verification record, and report metadata. Not the document itself.

Processing involves third parties — model providers, hosting, error monitoring. We name every one of them and what they see: subprocessors · AI & your documents.

FAQ

Frequently asked questions

Does Recensa write or rewrite my document?
No. Recensa never drafts. It checks a finished document and reports what it finds. It can apply corrections, but only ones you explicitly approve.
What file types does it accept?
Word (.docx) and PDF.
Is it free?
The Internal Check — your document against itself — is free. Source Checks are paid.
Does the seal mean my document is correct?
No. The Recensa Checked mark confirms which checks ran and that the file hasn't changed since. It does not certify that the content is correct. That judgment stays with you, and the mark says so.
Can someone else verify my document?
Yes. Every checked document carries a verification ID. Anyone can enter it at recensa.ai/verify — no account needed.
Do you keep my document?
No. We keep a cryptographic fingerprint so the seal can be verified later, plus a verification record and report metadata. Not the document.
How is this different from Grammarly?
Grammarly checks language. Recensa checks whether the document contradicts itself.
How is this different from an AI writing assistant?
An assistant drafts. Recensa checks a finished document — and it never drafted it, which is the whole point.

Explore

Go deeper

Run a free check on a finished document

Upload a Word or PDF file and see what's wrong inside it. The Internal Check is free, and no account is needed to verify the result.

Run a free check