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audit → build → deploy

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Big 4 advisory

The AI Output Verification Pack

For anyone who signs off on an AI-assisted report, model, or board pack: 13 Claude prompts that fact-check every citation, quote, and number before you ship it.

Free — runs in your own ClaudeMedium setup · 4 steps9 ready-to-run prompts
Set it up free — takes 3 minutes ↓Or have us wire it in →
Step 1 · setup
Three minutes, three steps, nothing to install by hand

Claude sets it up for you. You just paste.

Never used Claude? It is free and takes 30 seconds to open. Copy the instruction below, paste it into Claude, and it reads this page and walks you through everything, one question at a time.

  1. 1

    Copy your setup instruction

    A short instruction plus a link to this page lands on your clipboard. First copy asks for your email once. That unlocks every button across the whole library.

  2. 2

    Open Claude in a new tab

    Free account, no card, 30 seconds. This tab stays open so you can come back.

    Open claude.ai ↗
  3. 3

    Paste, send, and answer one question

    Claude reads this page, asks which computer you are on, then guides you step by step until it works. If anything errors, tell Claude what you see, and it fixes it with you.

▸How should Claude talk to you? (optional)
▸Prefer the full prompt instead of the link? (optional)
I want to INSTALL the real setup so Claude runs the verification pass on my actual deliverable and its real sources, not just a chat demo. Walk me through it step by step, do not skip the install. Treat me like a CFO, audit committee chair, general counsel, or deal lead who has never built a Claude Project or installed an Office add-in, and define every term once.

This is NOT a Terminal or coding install. There is nothing to compile. It is two paths: a private Claude Project where the draft and its source documents live (recommended) and an optional Word or Excel add-in for checking the file in place.

## Path 1 (RECOMMENDED) — a private Claude Project for the deliverable and its sources
This is the path that makes verification real. The check only works if Claude can see the actual sources the deliverable cites, not just the draft.

Walk me through ONE step at a time, waiting for me to confirm each:

1. **What I need.** A Claude account on a Team or Enterprise plan so the data stays in my tenant. Pin **Opus 4.8**. Nothing to install for this path.
2. **Create the verification desk.** In Claude, create a new **Project** named for the deliverable and the date. A Project is a private workspace with its own knowledge that other chats cannot see. Your draft and your sources stay in your own tenant.
3. **Load the material.** This is the step people skip and then wonder why the pass is weak. Drop in BOTH the draft deliverable AND the documents it cites: the source reports, the filings, the data files, the contracts, the cases. Verification compares the draft against these. No sources loaded means the best Claude can do is mark a line UNVERIFIED.
4. **Run the vault.** Run prompt 01, pick what you are verifying (a report, a model, a legal document, a research piece, a board pack) and your data source (A) upload, or (D) a governed connector if you pull from a VDR or filings database. Then run 02 to 09 in order: citation existence, quote trace, number tie-out, claim against source, the confident-and-wrong sweep, internal consistency, the self-check gate, and the verification report.
5. **Gate it.** Treat prompt 08 (the self-check) as a hard gate. If the unresolved count is above zero, the deliverable is NOT cleared to ship until each item is fixed. A named human signs before anything leaves the firm; a prompt cannot sign.
6. **Shadow run first.** Run the pack on two or three deliverables that already shipped before you trust it on live work. It will catch things in work that already went out. That is the proof. See the 90 day rollout in the bundle.

## Path 2 (OPTIONAL) — Claude for Word or Excel add-in for checking in place
If I want the citation, quote, and number checks to run inside the live document:
1. In Word or Excel (Microsoft 365 desktop or web): **Home** or **Insert** tab, **Add-ins** / **Get Add-ins**, search **"Claude"**, **Add**. Tell me where the button is in my version.
2. Sign in to the docked Claude side panel.
3. In vault prompt 01 choose data source (C) the add-in. Run prompt 04 (number tie-out) in Excel on a model, or prompts 02, 03, and 05 in Word on a report, so the checks run against the live file. Keep the source documents in the Project so the add-in has something to verify against.
4. Pin **Opus 4.8** for the verification work.

## Rules for walking me through this
- One step at a time. Define every term once: Project, knowledge, citation, footnote, primary source, fabricated source, paraphrase drift, misattribution, tie-out, recompute, false precision, the self-check gate, partner sign-off, `{{TOKEN}}`.
- Do NOT tell me a step is "not possible." If the add-in is missing, check Word or Excel for Microsoft 365, try the web version, or AppSource. For the Project path there is nothing to install.
- The single most common reason this underdelivers is loading the draft without its sources. Make me load the sources.
- Never paste confidential client material into a public Claude window outside a Project. Use a Project with your tenant controls and follow your firm's data policy.
- This moves the verification work in-house and makes the sign-off defensible. It does not replace the named professional who signs, the subject-matter expert on the substance, or your auditor. Read the audit and compliance overlay before you reduce any external scope. A named human signs. Not legal, tax, or accounting advice.

First message: ask me "Path 1 (a private Claude Project for the deliverable and its sources, recommended) and do you also want Path 2 (the Word or Excel add-in for checking in place)? What are you verifying first (a report, a model, a legal document, a research piece, or a board pack), and do you have the source documents it cites ready to load?" Then start step 1.
Step 2 · run it on your data

Step 1 set it up. These 9 prompts do the work.

the vault

The 9 prompts

Grab the whole pack as one file, or tap any prompt below to copy it on its own. Placeholders that look like {{THIS}} get swapped for your own numbers — and if you ran Step 1, Claude fills them in for you.

One .md file · all 9 prompts, numbered, in order · nothing left out.

Rent it forever, or own it once.

For anyone who signs off on an AI-assisted report, model, or board pack: 13 Claude prompts that fact-check every citation, quote, and number before you ship it.

Path A · free

You just did it

The setup rail and every prompt above are free and stay free. The cost is your time, and the risk of wiring it wrong on live data.

Back to the prompts ↑
Path B · done with you

We wire it into your business

We would deliver a private verification workspace: the prompts loaded into your Claude tenant, a connector to the sources your deliverables cite (your VDR, filings, market data), the self-check gate wired as a real pre-ship control, and a retained verification log mapped to PCAOB AS 1215, SOX 404, NIST AI RMF, or ISO 42001 so the pass survives edits and your auditor accepts it. Done with you, then handed over so you own it.

Book a build call →
data safety

Before you use live numbers

  • • Run last quarter's numbers first. Live data is not a test bed.
  • • Nothing here uploads to us. It runs in your own Claude account, on your own machine.
  • • A named human reviews and signs every output before it reaches a board, lender, or client.
  • • Mask account numbers and names to the minimum the task needs.
the fine print

Straight answers on ownership

Prompt set authored by consultance.ai. Deloitte and EY are referenced as the public, documented failures the pack guards against, no affiliation implied. Your draft and sources stay in your own Claude tenant; we never see them. This produces a verification pass and decision-support, not a sign-off; a named human reviews and signs before any deliverable ships, and the relevant professional standards apply. Not legal, audit, accounting, or investment advice.

Want this running in your business, not just your laptop? We build it and hand you the keys.

Book a build callBack to the library

Want this wired into your stack instead of running it yourself? That is our AI strategy consulting service.

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Get the free kitBook a call

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The person drowning in this every week is the one who'll actually want it.

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in one line

What is The AI Output Verification Pack?

The AI Output Verification Pack is a big 4 advisory build in the consultance.ai AI Build Library. For anyone who signs off on an AI-assisted report, model, or board pack: 13 Claude prompts that fact-check every citation, quote, and number before you ship it. It fits CFOs, audit committee chairs, general counsel, PE deal leads, and anyone who signs off on a report, model, memo, or board pack that an AI helped write. Setup difficulty is Medium, with 4 plain-English steps.

What does The AI Output Verification Pack do?

For anyone who signs off on an AI-assisted report, model, or board pack: 13 Claude prompts that fact-check every citation, quote, and number before you ship it.

Who is The AI Output Verification Pack for?

It fits CFOs, audit committee chairs, general counsel, PE deal leads, and anyone who signs off on a report, model, memo, or board pack that an AI helped write.

How hard is The AI Output Verification Pack to set up?

Medium to set up — one guided setup instruction covering 4 plain-English steps, plus 9 ready-to-run prompts on the resource page.

How would consultance.ai build this out?

We would deliver a private verification workspace: the prompts loaded into your Claude tenant, a connector to the sources your deliverables cite (your VDR, filings, market data), the self-check gate wired as a real pre-ship control, and a retained verification log mapped to PCAOB AS 1215, SOX 404, NIST AI RMF, or ISO 42001 so the pass survives edits and your auditor accepts it. Done with you, then handed over so you own it.

What are the licensing terms?

Prompt set authored by consultance.ai. Deloitte and EY are referenced as the public, documented failures the pack guards against, no affiliation implied. Your draft and sources stay in your own Claude tenant; we never see them. This produces a verification pass and decision-support, not a sign-off; a named human reviews and signs before any deliverable ships, and the relevant professional standards apply. Not legal, audit, accounting, or investment advice.

Want this built into your workflow?

The AI Output Verification Pack is the starting point. On a free AI audit we map where it fits your stack and what consultance.ai would build around it.

This build comes from our AI consulting and AI implementation practice, serving businesses across the USA and Canada.

Book your free AI audit