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Finance Operations Agent
in action.

See how the agent handles the monthly close autonomously — 847 AP/AR invoices reconciled, 49 exceptions flagged, 90-day cash flow calculated in 12 seconds.

Agent active · Production📊 AP/AR automation📅 Accounting close −43%🔒 LOOP™ Governance
Definition

The Finance Operations Agent is a Claude agent that automates recurring accounting operations: matching supplier and customer invoices, handling exceptions, preparing month-end close and projecting cash flow. It connects to your ERP through the MCP protocol and sends significant discrepancies to the finance team before any entry is posted.

Under the hood

How the agent works

The agent works with accounts payable and receivable, treasury and the finance leadership. It handles the repetitive volume of the month-end close and leaves the analysis of discrepancies and the judgement calls to the team. It connects to your ERP and banking tools through the MCP protocol, without replacing your systems or touching your chart of accounts.

01

What it takes in

Supplier and customer invoices, bank statements, purchase orders and goods receipts, and the entries in your ERP. It knows your matching rules, tolerance thresholds, chart of accounts and closing calendar, so it knows what has to be ready and by when. Everything it reads goes through your usual access controls.

02

What it does

It matches each invoice to its purchase order and receipt, then each payment to its bank statement. What matches follows the standard process; what does not becomes an exception, documented with the relevant records and a likely explanation. Based on expected receipts and payments, it also projects cash flow for the coming weeks.

03

What it hands back

Matches ready to post, a list of exceptions sorted by amount and age, and a closing dashboard that shows what is left to do. The cash flow projection comes with its assumptions, so the finance team knows what it rests on and can adjust it.

Who decides what

Green zone · the agent acts alone

Exact matches, preparing standard entries and updating the cash flow projection. Everything is logged and ready for audit.

Orange zone · a human approves first

Exceptions above the threshold you set, credit notes, correcting entries and sensitive payment reminders. The agent prepares the file, and the finance team makes the call.

Red zone · the agent stops and escalates

A suspicious payment, a supplier whose bank details have just changed or a large unexplained discrepancy. The agent blocks processing and alerts the person in charge immediately.

Three typical situations

01

Month-end close

Hundreds of invoices need matching before the closing date. The agent works through the volume, isolates the problem cases and gives the team a clear view of what remains.

02

Bank reconciliation exceptions

Some payments match no invoice. The agent finds the likely documents, proposes an explanation for each gap and passes unresolved cases to the accounting team.

03

Cash flow forecast

Leadership wants to know where cash is heading. The agent starts from known due dates and your customers' payment habits, and delivers a projection in which every assumption is visible.

01What it takes in

Supplier and customer invoices, bank statements, purchase orders and goods receipts, and the entries in your ERP. It knows your matching rules, tolerance thresholds, chart of accounts and closing calendar, so it knows what has to be ready and by when. Everything it reads goes through your usual access controls.

02What it does

It matches each invoice to its purchase order and receipt, then each payment to its bank statement. What matches follows the standard process; what does not becomes an exception, documented with the relevant records and a likely explanation. Based on expected receipts and payments, it also projects cash flow for the coming weeks.

03What it hands back

Matches ready to post, a list of exceptions sorted by amount and age, and a closing dashboard that shows what is left to do. The cash flow projection comes with its assumptions, so the finance team knows what it rests on and can adjust it.

Who decides what
Green zone · the agent acts alone

Exact matches, preparing standard entries and updating the cash flow projection. Everything is logged and ready for audit.

Orange zone · a human approves first

Exceptions above the threshold you set, credit notes, correcting entries and sensitive payment reminders. The agent prepares the file, and the finance team makes the call.

Red zone · the agent stops and escalates

A suspicious payment, a supplier whose bank details have just changed or a large unexplained discrepancy. The agent blocks processing and alerts the person in charge immediately.

Three typical situations
01
Month-end close

Hundreds of invoices need matching before the closing date. The agent works through the volume, isolates the problem cases and gives the team a clear view of what remains.

02
Bank reconciliation exceptions

Some payments match no invoice. The agent finds the likely documents, proposes an explanation for each gap and passes unresolved cases to the accounting team.

03
Cash flow forecast

Leadership wants to know where cash is heading. The agent starts from known due dates and your customers' payment habits, and delivers a projection in which every assumption is visible.

Documented ROI · Sourced figures

Results in production.

Deployed at Groupe Elior, the Finance Operations Agent handles the monthly close autonomously — reconciliation, exceptions, cash flow — with CFO escalation on complex cases.

384%documented ROI on AP/AR automation
Billtrust 2024
−43%monthly accounting close time reduction
vs. manual process
7 moisaverage payback period in production
Koneetiv client benchmark
On requestdeployment time to production
Claude Ignite + Claude Ops
384%
documented ROI on AP/AR automation
Billtrust 2024
−43%
monthly accounting close time reduction
vs. manual process
7 mois
average payback period in production
Koneetiv client benchmark
On request
deployment time to production
Claude Ignite + Claude Ops
Frequently asked questions

Finance operations agent: your questions.

What does the finance operations agent do?
It automates reconciliation, matching and AP/AR flows (suppliers/customers), spots discrepancies and prepares supporting documents.
Does it act on entries on its own?
Sensitive entries go through human validation (LOOP™ trust zones); the agent handles repetitive volume with full, audit-ready traceability.
How does it integrate with our ERP?
Through MCP it connects to your ERP and financial tools, under your access controls — without replacing the system.
What gains can we expect?
Faster closes, fewer errors, automated matching. Deployed via Claude Ignite, shadow then canary.
What happens when the agent finds a discrepancy?
It isolates the exception, gathers the relevant documents (invoice, purchase order, statement) and proposes an explanation. Discrepancies below the threshold you set follow the standard process; above it, the file goes to the finance team before any entry is posted.
By function

Functions that use this agent

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