The most common AP exception there is. No off-the-shelf tool handles it the way your process actually runs. Here's what the manual version costs — and what a governed agent does instead.
In reality, they get matched — except when the PO was never raised. Then someone emails the department head for a retroactive one. Unless it's under the threshold, in which case it's coded to general expense and flagged for later. Unless the vendor is new, in which case it waits for master data. Every site has its own version. None of it is in the SOP.
Industry-wide, roughly two-thirds of invoices still need at least one human touch. About one in seven becomes a formal exception. A fully manual invoice costs somewhere north of ten dollars to process. At hundreds of exceptions a month, that's an analyst-week of pure digging — and the digging stretches the close, because exceptions found in week one get resolved in week two.
Generic AP software automates the four-step process it was designed for. You run a seven-step one. The exceptions — where the cost lives — come back to your team.
Vendor, ABN, amount, dates, line items — pulled from the PDF or e-invoice and checked against the vendor's history before anyone opens the inbox.
Searches your PO system by vendor, amount and date range, the way your analyst would — including the PO raised under a sister entity, or the one dated after the invoice.
Within the agreed tolerance, the invoice posts straight into SAP under the agent's own scoped credentials. No human touch. Full trace.
Below the confidence threshold, it sends your analyst the two likeliest POs with everything attached — invoice, history, deltas. Fifteen minutes of digging becomes a thirty-second yes or no.
Every approve, edit or reject feeds the matching rules. The share that clears straight through climbs week on week instead of sitting flat.
The agent can match and post within agreed tolerances — and nothing else. No payment runs, no master data changes, no exceptions to its own rules.
Every action carries a confidence score. Below the threshold your team set, the agent stops deciding and starts asking.
Escalations arrive with the evidence attached, in the tool your team already uses. Nothing is silently swallowed.
What it read, what it matched, what it posted, who approved. Every action reconstructable for your auditor — "the AI said so" is never the answer.
Invoice-to-PO digging leaves the inbox and the spreadsheet, and becomes governed system actions.
Routine touches disappear. Your people handle only the cases that need them.
The agent acts in minutes, around the clock — exceptions stop queueing for the close.
The rules apply the same way every time, so coding errors and bounced approvals fall away.
Baselined in week one from your own event logs, re-measured in week six. The methodology is our Portfolio Process Mining framework.
One agent on your AP exceptions. Live in six weeks. Fixed price. The before-and-after measured in your own numbers.