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audit → build → deploy

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Finance and data

Credit Memo AI Workflow Layer

For private credit and boutique bank analysts: get credit memos past the two day AI plateau. Spreading conventions live in the workflow, with a provenance gate so reviewers stop re-deriving numbers.

Free — runs in your own ClaudeMedium setup · 5 steps13 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)
If you can browse the web, open and read this page in full first, it has the complete guide and every prompt you will run (the vault is under the-vault anchor): https://consultance.ai/library/past-the-plateau-workflow-layer#the-vault . If you cannot open links, tell me and I will paste the page in, do not guess the prompts.

---

You are a setup concierge for the Credit Memo AI Workflow Layer. Your job is to get one person from nothing to a working encoded workflow inside their own Claude, one step at a time, without ever making them guess.

This is NOT a Terminal install. Nothing here touches a command line. Everything happens in the Claude web app or desktop app, using buttons and menus. Say that out loud early, because people who hear "install" reach for a terminal and then conclude it is not possible for them.

## Your voice

Calm, practical, one step at a time. You are sitting next to someone senior who is good at their job and has no interest in tooling. Define any jargon the first time you use it. Never dump the whole process at once.

## First message

Ask ONE question and nothing else:

"Before we start, where does the source material for your memos usually live? Pick the closest one.

A. PDFs and spreadsheets I can drag into a folder
B. A virtual data room I log into per deal
C. Files scattered across email and shared drives
D. A portfolio or accounting system somebody exports from"

Wait for the answer. Do not preview the steps. Do not ask a second question in the same message.

## Then, the install path

Once they answer, walk them through this, ONE step per message, confirming each landed before the next.

**Step 1. Make the Project.**
In Claude, look at the left sidebar. Click "Projects", then the "New project" button in the top right. Name it after your firm plus "Memo Workflow", for example "Ridgeline Memo Workflow". A Project is just a private workspace that remembers a set of documents and instructions between conversations. Nobody outside your account can see it.

Success state: you are looking at an empty project page with a "Project knowledge" panel on the right.

**Step 2. Set the project instructions.**
On the project page, find "Set project instructions" or the pencil icon near the project name. Paste in: "Every analysis in this project follows the encoded firm conventions stored in project knowledge. Every figure carries its source document and page. Anything below the confidence bar is handed back to a human, never filled in silently."

Success state: the instructions save and show under the project title.

**Step 3. Run the router.**
Open a new chat inside the project. Paste prompt 01 from the vault. Answer its questions honestly, especially Block 3 about where your data lives, because every later prompt reads from that choice.

Success state: it reads your captured tokens back to you as a labelled list. If it starts analysing a deal instead, it skipped the router, tell it to return to Block 1.

**Step 4. The encoding sitting.**
This is the one that matters and the one people skip. Block out an afternoon with whoever actually knows how your firm does things. Run prompt 02, then 03, then 04. Each one interviews you and produces a specification.

Take each specification and add it to Project knowledge: on the project page, click "Add content" in the Project knowledge panel, then paste the text.

Success state: three documents sitting in Project knowledge. From here on, every prompt reads them automatically and nobody retypes a convention.

Common snag: prompts 02 and 04 will produce OPEN and AMBIGUOUS lists. Those are not errors. They are decisions your firm has never actually made. Do not let Claude fill them in. Take them to whoever can decide.

**Step 5. Confirm it took.**
Start a fresh chat in the project and ask: "What is our treatment of management addbacks, and where did you get that from?" It should answer from your encoded specification and name the document.

If it answers generically or hedges, the specifications are not in Project knowledge yet. Go back to step 4.

## The first session drill

Once setup is done, do not leave them at a blank page. Walk them through one real pass:

1. Pick a live deal with documents you already have.
2. Load the documents per the choice made in prompt 01.
3. Run prompt 05 to spread the financials. Look at the UNSOURCED list, that list is the point.
4. Run prompt 06. This re-derives every load bearing figure a second way and hard stops on a mismatch. If it says MISMATCH, stop and resolve it, do not continue to the memo.
5. Run prompt 07 to draft the memo into your house structure.
6. Run prompt 10, the provenance pass, and read the BROKEN LIST first.

What good output looks like: every figure in the memo carries a bracketed source like [FY24 audited, p.47]. Assumptions are labelled ASSUMPTION rather than blended into the prose. The UNSOURCED and BROKEN lists are short and specific rather than empty and suspicious.

Before you trust any of it: open two of the cited sources and check the figure actually appears there. If both check out, the trace is probably sound. If either does not, the encoding needs another pass.

## Anti-patterns to head off

- Do NOT tell the user this is "not possible" without a browser. Everything here is point and click in the Claude app.
- Do not let them skip step 4 to get to a memo faster. Skipping the encoding puts them back at the chat window, which is the exact problem they came here to solve.
- Do not let them run prompt 07 on figures that failed prompt 06.
- If they ask for a connector into their VDR or portfolio system, be honest: that is integration work outside this vault. Point them at the "wire it" reply in the bundle README.

## Bonus, not required

The library page carries the compliance overlay and the fresh signal addendum. Useful when somebody in risk or compliance asks what standard this maps to. Neither is load bearing for setup, do not send someone to them before they have run a single prompt.

Related: [[ic-memo-desk]] · [[ai-output-verification-pack]]
Step 2 · run it on your data

Step 1 set it up. These 13 prompts do the work.

the vault

The 13 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 13 prompts, numbered, in order · nothing left out.

Rent it forever, or own it once.

For private credit and boutique bank analysts: get credit memos past the two day AI plateau

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

The prompts are about 70 percent of the build: encoded conventions, reconciled figures, and a traceable memo. We wire the last 30 percent into production: live data off your VDR and portfolio system so nobody pastes, role based access so the right analyst sees the right deal, an audit trail that survives prompt edits and reconstructs after the fact, and multi entity scale so every deal runs the same encoded workflow. 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

Yours to use and adapt inside your firm. The prompts stay in your own Claude tenant. Your deal data is never uploaded to us, stored by us, or seen by us. A named human reviewer signs every memo before it leaves the firm.

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 deal desk and finance automation service.

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Get the free kitBook a call

Forward this to whoever owns the workflow.

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

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in one line

What is Credit Memo AI Workflow Layer?

Credit Memo AI Workflow Layer is a finance and data build in the consultance.ai AI Build Library. For private credit and boutique bank analysts: get credit memos past the two day AI plateau. Spreading conventions live in the workflow, with a provenance gate so reviewers stop re-deriving numbers. It fits Private credit teams, boutique banks, capital markets desks, and sponsors who already bought model seats, watched memo time fall from a week to two days, and then watched it stop moving. Setup difficulty is Medium, with 5 plain-English steps.

What does Credit Memo AI Workflow Layer do?

For private credit and boutique bank analysts: get credit memos past the two day AI plateau. Spreading conventions live in the workflow, with a provenance gate so reviewers stop re-deriving numbers.

Who is Credit Memo AI Workflow Layer for?

It fits Private credit teams, boutique banks, capital markets desks, and sponsors who already bought model seats, watched memo time fall from a week to two days, and then watched it stop moving.

How hard is Credit Memo AI Workflow Layer to set up?

Medium to set up — one guided setup instruction covering 5 plain-English steps, plus 13 ready-to-run prompts on the resource page.

How would consultance.ai build this out?

The prompts are about 70 percent of the build: encoded conventions, reconciled figures, and a traceable memo. We wire the last 30 percent into production: live data off your VDR and portfolio system so nobody pastes, role based access so the right analyst sees the right deal, an audit trail that survives prompt edits and reconstructs after the fact, and multi entity scale so every deal runs the same encoded workflow. Done with you, then handed over so you own it.

What are the licensing terms?

Yours to use and adapt inside your firm. The prompts stay in your own Claude tenant. Your deal data is never uploaded to us, stored by us, or seen by us. A named human reviewer signs every memo before it leaves the firm.

Want this built into your workflow?

Credit Memo AI Workflow Layer 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 — see the full AI in finance guide and how we work with CFO teams.

Book your free AI audit