Client Reporting Automation The monthly pack drafted from the ledger, ready for the partner to sign
Every client's monthly pack — numbers, comparisons, the three variances that matter, the narrative — drafted for your sign-off.
- Installed for you · one-time$249
- Run for you$247/month
- Custom build · this process$3,500–6,000 one-time
- Starts whenSchedule (monthly, after the ledger closes) or on demand
Per practice, up to 25 clients on one ledger type, one pack template. Mixed ledgers, consolidated groups, board packs with custom charts, or a client-facing dashboard are a custom build. Custom builds start at $2,000 site-wide; this band is for this process and its integrations.
Client Reporting Automation is an automation Agentmelt installs in your own tools. The free template is a file you import yourself; the kit ($49) adds the setup guide and prompts. Installed for you costs $249 one-time and is live within two working days of access, with a recorded walkthrough and 30 days of fixes. Run for you costs $247/month, with setup and maintenance included. A custom build of this process is $3,500–6,000 one-time; custom builds start at $2,000 site-wide. No call is needed for any option. Written by Max Zeshut; last revised 2026-09-21.
Reference stack: Claude + n8n. Node names are on each step; the file is under the template.
Founder at Agentmelt
Reviews every build before it goes live; the workflow escalates to a person, never past one.
What is client reporting?
Client reporting automation builds the monthly pack the practice assembles for every client — pull the numbers from the ledger, check the close, compare with budget and last year, find the three variances worth a sentence, write the sentences, format, send — on the schedule you set: the pack is drafted in the practice’s style with the variances explained, what needs a partner’s judgement is flagged, the partner reviews and signs, and the pack is delivered and logged. A practice that spent a week of every month-end on packs spends it on the clients who need a conversation. Nothing goes to a client without the sign-off.
- The monthly pack is the same job for every client and it takes the practice a week of month-end.
- The narrative is the same three sentences with the numbers changed.
- Packs go out late because the partner reviews them all in one evening.
- A variance worth a call was buried in page four of a PDF.
- Clients on different ledgers mean a different process for each.
If two of these are yours, this is the process to look at first. Free audit — or read on.
What it looks like once it runs.
The monthly pack is the same job for every client — pull the numbers, compare to budget and last year, spot the three variances worth a sentence, write the sentences, format, send — and it takes the practice a week of month-end. The workflow builds each client's pack from the ledger on the schedule you set, drafts the narrative in the practice's style, flags what needs a partner's eye, and delivers the draft for sign-off. The accountant's time goes to the three sentences that matter, not the twenty that do not.
- Month-end +3 The ledger closes. The numbers are pulled for the period, the prior period and the budget.
- +3 The close is checked: unreconciled lines or suspense balances hold the pack and tell you what to fix.
- +3, 9:00 Comparisons run; the three movements a client should hear about are picked and explained in your style.
- +3, 9:30 The pack is assembled in your template; you edit or approve. On approval it goes to the client from your address.
Client packs are assembled by hand from exports, formulas break, the narrative is written last and late, and the clients who need attention get the same two paragraphs as everyone else. Month-end takes ten days.
Every client's pack is drafted by the third working day with the variances explained and the questions a partner should ask, ready for a fifteen-minute review. Clients get their numbers before they ask, in the same format every month.
Trigger, then 8 steps.
Seven of the eight steps run without anyone. Step 07 waits for a person.
Schedule (monthly, after the ledger closes) or on demand
Pull the numbers
Trial balance, P&L, balance sheet, cash and aged receivables from Xero, QuickBooks or Sage for the period, prior period and prior year.
Check the close
Unreconciled bank lines, unposted drafts, suspense balances: if the close is not clean, the pack waits and the accountant is told what is open.
Compute the comparisons
Against budget, prior month and prior year; margins, cash runway, debtor days; the client's own KPIs from their settings.
Find the variances that matter
Ranks movements by size and by whether they are one-off, timing or trend, and names the three a client should hear about — with the evidence lines.
Draft the narrative
In the practice's style from past packs: what happened, why, what to watch — two to four paragraphs and the partner's questions, never invented causes.
Assemble the pack
The practice's template filled: tables, charts, narrative, KPIs, with the client's branding where used; PDF and editable versions.
Review and sign off
The accountant gets the draft with the flagged variances and the open questions; edit, approve or send back with a note.
Deliver and log
Sent to the client from the accountant's address on approval, with a short cover note; the pack is filed in the client's folder and logged.
Every client's pack is drafted by the third working day with the variances explained and the questions a partner should ask, ready for a fifteen-minute review
Every client's pack is drafted by the third working day with the variances explained and the questions a partner should ask, ready for a fifteen-minute review.
One decision, at step 07. Seven steps ran without you.
Each pattern page explains it in plain words and lists every automation that uses it.
The template is built on n8n (how the n8n AI Agent node works); the same steps run on Make, Zapier or plain code. The tool is chosen to fit your accounts, you own the result, and the template comes in all three formats.
A typical first month — a twelve-person accounting practice with 22 monthly clients, on Xero, Google Docs and Gmail.
Not a client report
Month-end takes ten days. Packs are assembled by hand from exports, formulas break, the narrative is written last and late, and the clients who need attention get the same two paragraphs as everyone else. The clients who ask for their numbers get them before the ones who do not.
The first month- Week 1The close check runs first for every client: unreconciled bank lines, unposted drafts, a balance in suspense. Six clients are stopped with a list of what is open; sixteen packs are drafted on the third working day.
- Week 2Accountants review the drafted narratives — three paragraphs to edit rather than compose — and the questions a partner should ask. Numbers in the text are checked against the tables before a draft is shown.
- Week 3The style is tuned from four of the practice's own past packs. A tenant-deposit movement is described as 'appears to be' because the ledger does not show the cause, as designed.
- Week 4Every pack is approved by the accountant before delivery; nothing goes to a client on its own. Delivery is logged in the client folder, and the partner's reviews take about fifteen minutes each.
| Metric | Before | After a month |
|---|---|---|
| Day the packs are drafted | day 8–10 | the third working day, for every clean close |
| Packs built on an unclean close | some, discovered later | none — the workflow reports what is open instead |
| Accountant time per pack | hours | ≈15 min of review and three edited paragraphs |
| Packs delivered without an accountant's approval | — | none, by design |
The third working day and the fifteen-minute review are the blueprint's own targets; the six stopped closes are what an honest first month looks like. Your number is the delivery date per client in the log, month over month.
This is a worked example, not a client's results: the company is a composite of a stated size, and the figures are the ranges this blueprint's own metrics make typical at that size. A real engagement replaces it, with permission, once an install has run a month.
Data it touches
- Ledger (Xero, QuickBooks Online, Sage, NetSuite)
- Budgets and client KPI settings
- Prior packs (style and structure)
- Client folder (Drive, SharePoint)
- Practice pack template
Guardrails
- No pack is drafted on an unclean close; the workflow reports what is open instead.
- The narrative can only cite movements present in the numbers; causes are stated as 'appears to be' unless the ledger shows them.
- Every pack is approved by the accountant before it reaches a client.
- Numbers in the narrative are checked against the tables before the draft is shown.
- Client data stays in the ledger and the client folder; model calls use an API with no data retention.
The pack is a writing job disguised as a reporting job
Pulling the numbers is minutes; the week goes on deciding what to say. The workflow does the ranking — which movements are big, which are timing, which are trends — and drafts the sentences from the evidence, in the style of the practice's own past packs. The accountant edits three paragraphs instead of composing them, and the packs read the same whoever drafted them.
An unclean close produces a wrong pack, so it produces none
Most embarrassing packs come from drafting before reconciliation finished. The close check runs first and stops the pack if bank lines are unreconciled, drafts are unposted or suspense has a balance — and tells the accountant exactly what is open. The pack that arrives is built on numbers that will not move.
Consistency is what clients notice
Clients rarely remember a clever sentence; they remember getting their numbers on the third of every month, in the same format, with the same three questions answered. The workflow makes that cadence the default for every client, not only the ones a partner likes.
What it connects to.
| Tool | Role in this workflow |
|---|---|
| n8n | Scheduling, ledger pulls, assembly, delivery |
| Claude | Variance selection and narrative in the practice's style |
| Xero / QuickBooks / Sage | Source numbers |
| Google Docs / Word | The pack |
| Gmail / Outlook | Delivery from the accountant's address |
Want this running without building it?
$247/month
We set it up in your tools, run it on our servershost it on our n8n cloud (or deploy it to your own n8n, Make or Zapier), watch it, and fix it when something changes. Setup included, cancel monthly; the automation stays yours if you leave.
$3,500–6,000 one-time
Your systems, your rules, your edge cases. A one-off build delivered into your accounts to keepon Claude and n8n, delivered into your accounts to keep, with documentation and a recorded walkthrough.
Per practice, up to 25 clients on one ledger type, one pack template. Mixed ledgers, consolidated groups, board packs with custom charts, or a client-facing dashboard are a custom build.
Also sold one-time, installed in your own accounts, as part of the accountants package and the freelancers package — do it yourself $49 · installed for you $249 · done for you $490.
When this becomes a custom build.
The subscription covers the standard version — $247/month, setup and maintenance included. Three things move it to a custom build ($3,500–6,000 one-time), delivered into your accounts to keep. If one of them is you, say so on the audit and the plan prices both.
A practice with clients on mixed ledgers, or more than 25 clients, needing a client switchboard.
Consolidated or multi-entity groups with intercompany eliminations.
A live client dashboard instead of a monthly document, or board packs with custom charts.
Running the standard version first is the usual path: the exceptions it logs in the first month are the scope of the custom build, with your own numbers. How custom builds work.
Frequently asked questions.
Does it send anything to clients on its own?
No. Every pack goes to the accountant for approval first, and is sent from their address on approval.
Our packs are in Excel.
The template can be a Google Sheet or an Excel workbook; the tables are filled and the narrative goes into a cover document. Custom charts beyond the template are a custom build.
What about the clients who need a call, not a pack?
The draft flags those — a sharp cash decline, a debtor days jump — as 'call first'. The pack still gets drafted; the accountant decides how it is delivered.
Does client reporting automation send anything to clients on its own?
No. Every pack waits for the partner’s sign-off; the workflow drafts, formats and queues, and delivers after the click, logging who signed what and when. That rule is the same for a one-client practice and a fifty-client one.
Our packs are in Excel — does that work?
Yes — the pack is built into your Excel or Google Sheets template with the narrative in the notes tab, or into a Word or PDF report if that is the format clients receive. The template is yours; the workflow fills it and keeps the formulas.
What about the clients who need a call, not a pack?
The workflow flags them: a variance above a threshold, a cash position that changed, a covenant approaching. The partner gets the flag with the numbers and decides whether the pack goes with a call or instead of one. Consolidated groups and a live client dashboard are custom builds.
What this blueprint is built on.
Vendor documentation the steps rely on, and the rules the guardrails are written against.
- Xero — Developer documentation developer.xero.com/documentation/
- Intuit — QuickBooks Online API, getting started developer.intuit.com/app/developer/qbo/docs/get-started
- Google — Docs API overview developers.google.com/workspace/docs/api