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Finance & admin

Stop chasing line-item mismatches across PDFs and spreadsheets

Business challenge

Where the workflow breaks down

AP teams spend hours every week matching incoming invoices against POs and contracts, hunting down small discrepancies and chasing approvals. The work is repetitive, error-prone, and the cost of a missed mismatch compounds over a year.

Manual line-item matching

Comparing invoice line items to PO line items by hand is slow and easy to fumble.

Discrepancies missed under volume

When invoice volume spikes, small price or quantity variances slip through unnoticed.

Approval routing chaos

Knowing which mismatches need a manager's sign-off and which can be auto-approved isn't always obvious.

Reconciliation that used to take a day now finishes before lunch

Fewer missed discrepanciesFaster approval cyclesCleaner audit trail
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70%

Hours reclaimed

By auto-matching clean invoices and only routing real exceptions to a human.

Illustrative workflow target. Actual results depend on process volume, data quality, and system access.

Madency solution

How the agent works

The Invoice Reconciliation Agent ingests invoices from email or AP inbox, extracts line items, matches them against the corresponding PO and contract, and routes only genuine exceptions to a human.

01Step

Invoice ingestion

Pulls new invoices from your AP inbox or document store.

02Step

Field extraction

Extracts vendor, line items, quantities, prices, and totals using the structured-document pattern.

03Step

PO match

Cross-checks each line item against the matching PO in your ERP.

04Step

Contract check

Verifies pricing against the active vendor contract for that period.

05Step

Exception routing

Clean matches are queued for payment; mismatches are routed to the right approver with the discrepancy clearly summarized.

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