Monarch
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Finance operations

Resolve the exception. Keep finance moving.

Put AI to work on the follow-through between invoices, purchase orders, receipts, and the ledger. Give your team the evidence to resolve discrepancies and complete approved corrections.

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Blank invoice sheets with a brass clip beside a forest-green calculator on warm stone.

A workflow to start with

Clear an invoice before the payment run.

The request

“This invoice does not match the purchase order. Find out why and prepare the correction.”

  1. Reconstruct the record

    Match the invoice to the order, receipt, and supplier correspondence. Separate a missing receipt from a price or quantity discrepancy.

  2. Route the decision

    Send the discrepancy and supporting records to the person who can approve a correction. Keep unresolved invoices out of the payment run.

  3. Complete and check

    Apply the approved update, read back the invoice status, and confirm the payment hold has the intended state.

The result

One reconciled invoice, its approval, and a clear record of the changes made.

Connected systems
  • Accounts payable
  • Purchasing
  • Receiving
  • Supplier email

Related work

More of the follow-through, handled.

Reconcile payments

Match remittance details to open invoices and send ambiguous matches to the finance team.

Follow up receivables

Bring account history and outstanding invoices together before preparing a customer follow-up.

Prepare the close

Gather supporting records and identify missing evidence for the accounts your team needs to review.

Why Monarch

Work across the software you already run.

Monarch discovers operations in legacy and internal applications, including actions beyond public APIs. Its Product Graph connects the records, dependencies, and permissions an agent needs to complete the workflow.

Finance keeps control of payment authority, supplier changes, and material adjustments. Start with one exception type and measure whether the approved correction reached every required record.

Explore the Product Graph

Further reading

Practical guides

Blank invoice sheets with a brass clip beside a forest-green calculator on warm stone.

Finance operations 8 min read

AI Agents for Accounts Payable: Resolve the Invoice Exception Before the Payment Run

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Pilot evaluation 8 min read

How to Evaluate an Enterprise AI Pilot: A Scorecard for Completed Work

Bring us an invoice that gets stuck.

We’ll work through the systems, decisions, and evidence your first workflow needs.

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