Compounder
MCP FOR FINANCE

Your finances.
Inside any AI.

Connect , , and other AI tools straight to your finances. Compounder makes sure the data is structured, quality-assured and follows the organisation's rules and permissions.

ChatGPT
↑

Questions a CFO
asks every month.

Connect your company's finances to the AI you already use. Analyse, compare and produce reports with the right data, definitions and permissions in place.

Pick a chat from the list
and more
Net revenue YTDCompounder · 3 companiesShare
Ask Compounder about the group…

Connect your finances once. Use them everywhere.

MCP lets AI connect to external systems and data. With Compounder your AI doesn't just get access to the finances — it gets the same structured data, rules and permissions every time.

Connects toFortnox·Visma·Business Central·NetSuite·Dynamics·and more

An MCP connection is only as good as the data behind it.

MCP solves the connection. Compounder takes care of the finances behind it — which companies are included, how the group is consolidated, how key figures are defined and who is allowed to see what.

01

One source of truth

Several companies and business systems are brought into one shared financial structure.

02

The right data every time

Consolidation, eliminations, KPIs and the company's own rules are handled before the data reaches the AI.

03

Permissions come along

Every user only gets access to the companies and the data that person is allowed to see.

04

Ready for any AI

The same structured data can be used in Claude, ChatGPT and other AI tools that support MCP.

MCP opens the door to the data. Compounder makes sure the right data is on the other side.

From question to the right figure.

An example of how Compounder goes from your question to the right financial basis for the AI.

How has EBITDA developed in the Nordics so far this year?
ChatGPT is using Compounder via MCP
COMPOUNDER DECIDES5 of 5 · 0.8 s
01
Permission
You have access to Sweden, Norway and Denmark — all three are included.
02
Companies
“Nordics” = Sverige AB, Norge AS and Danmark ApS, across two business systems.
03
Definition
EBITDA = operating profit before depreciation and impairment, per the group's own rule.
04
Consolidation
Intercompany invoicing is eliminated, NOK and DKK are translated to SEK.
05
Period & dataJan–Aug 2026 · compared with Jan–Aug 2025
8 months3 companiesFinished figures per monthA voucher behind every figure
The right financial context is returned

The AI does the work. Compounder makes sure the finances behind it are right.

What can you do with MCP?

From analysis to bookkeeping and automation. The AI does the work — Compounder gives it the right financial foundation, rules and permissions.

YouWhy did the gross margin fall in August?
YouWhich five cost accounts grew most against last year?
YouBreak down staff costs by company and month.
YouWhat is driving the change in EBITDA against budget?
YouWhich costs deviate most from the forecast?
YouHow has inventory value developed over the last twelve months?

You don't have to be a prompt genius🧪

We have written ready-made prompts with detailed instructions for the most common tasks. They live on our server and are included in the price — you just type the command. The library is updated and extended continuously, so the next time you ask you have the latest version without installing anything.

↑
Compiling the monthly report…
MONTHLY REPORT · AUGUST 2026· financial year from 1 May · YTD = May–Aug
Nordlid Industri AB
ItemAugustvs last yearYTDvs last year
Net revenue4,120,000+13.2%15,480,000+8.9%
Gross margin38.4%−2.6pp39.1%−2.1pp
Operating profit1,284,000+142,0003,960,000+480,000
Staff costs1,860,000+408,0006,240,000+630,000
Cash and equivalents2,240,000−240,000——
THE KEY FINDINGS
  • The margin is falling for the second month running. The steel price accounts for 2.1 of the 2.6 percentage points, the rest is a higher share of contract manufacturing.
  • Staff costs are 408,000 above last year and the whole increase came in August — contracted staff, not new hires.
  • Operating profit is 142,000 better than last year despite the margin. Volume is carrying it, not pricing.
  • Hexa Nordic pays on average 23 days past due and 1,180,000 falls due in week 43 — that is what drives liquidity in September.
PDFMonthly_report_Nordlid_Industri_2026-08.pdfPDF · 11 pages · 780 kBDownload ↓

The answer gives you the key findings. Read more in the report — that is where the detail, the account specifications and the source documents are.

EVERY MONTH
/monthlyreport

Result, variance against budget and three things to raise at the meeting. The group first, then a spread per company.

/monthlyclose

The checklist before closing: unposted supplier invoices, unreconciled accounts, missing accruals.

/budgetreview

Actuals against budget account by account, with an explanation for every variance that passes the threshold.

/incomestatement/balancesheet/keyfigures+ 7 more in the library
ONGOING WATCH
/liquidity

A thirteen-week forecast built on how your customers actually pay, not on what the invoice says.

/variances

A sweep across every account in every company that surfaces whatever moved materially against the same period last year.

/receivables

Ageing analysis, plus which customers have started paying later than they did a year ago.

/payables/inventoryvalue/margins+ 6 more in the library
BEFORE A DECISION OR A DEADLINE
/hiringcost

Full cost including employer contributions, and how much has to be sold for the role to pay for itself.

/vatreview

A review of the VAT accounts before filing, with differences pointed out before the tax authority finds them.

/yearend

What the auditor will ask about, compiled before they get the chance.

/investmentcase/pricechange/annualaccounts+ 5 more in the library

Nothing to download, nothing to keep up to date. The tasks live in the connection and get better without you doing anything.

The control stays in Compounder.

Every call is logged with time, user, company and tool. Data is stored within the EU.

UserModerbolag ABNorge ASDanmark ApS
Amanda · CFO✓✓✓
Erik · CEO Norway×✓×
Auditor · until 30 Sep✓××
Applies inClaudeChatGPTCopilotand every other connected tool

Common questions about MCP.

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