Extract data from AP aging reports
An accounts payable aging report is the snapshot a controller runs to see what the company owes its suppliers and how overdue each invoice has become. Every open bill is sorted into a bucket by age, Current, 1-30, 31-60, 61-90, and 90+ days past due, and the buckets sum to a single outstanding figure the treasury team plans cash around. A month-end AP aging dated 2026-06-30 might show $207,500.00 outstanding across 84 vendor invoices, with $128,400.00 current and $14,150.00 more than 60 days late, and the people reading it, the AP manager choosing what to pay Friday, the controller closing the period, and the finance lead watching days payable outstanding, all need the same thing: every invoice line and every bucket total as a structured, footed row. No accounting standard defines the layout, so the report looks different out of every system. SAP prints one grid, Oracle NetSuite another, and a spreadsheet export drops the column headers onto page two. The buckets themselves disagree: one report ages from the invoice date, another from the due date, and a third relabels 61-90 as simply over 60. Partial payments leave an outstanding amount below the invoice total, early-payment discount windows expire and change what is worth paying now, and disputed or held invoices sit in the aging with a status that AP needs to see. IFRS 7 asks for a maturity analysis of financial liabilities for exactly this reason, and an AP aging is the operational version of that view. Feed the report to Talonic and the header, the reporting period, the currency, and the bucket totals come back with a per-vendor line array: supplier name and number, invoice number and date, due date, invoice total, amount paid, amount outstanding, days outstanding, aging bucket, payment terms, and approval status. Amounts stay in USD as printed, the line-level outstanding figures foot to the bucket totals, and the bucket totals foot to the outstanding balance, so a $46,200.00 1-30 bucket can be traced to the invoices inside it. Every value is typed as a number rather than left as text, and the report loads into a treasury model or a cash forecast without being re-keyed from a PDF.
What gets extracted from AP aging reports
How extraction works for AP aging reports
AP aging reports export from ERP and accounting systems in grids that never quite agree on their buckets or their column order. Talonic classifies the report and maps it to the accounts-payable model in the Field Registry, which holds the header and reporting period, the bucket totals, and a per-line array of vendor invoices rather than a flat table. Aging buckets are normalized to a canonical set so a report that ages from the invoice date and one that ages from the due date land in comparable fields, amounts are typed as numbers in the report currency, and the line-level outstanding values are checked to foot against each bucket total. Discount windows and hold or dispute flags are carried through on the line. Every figure returns with a confidence score and a pixel-region pointer conforming to DIN SPEC 91491, so a controller can trace the 61+ bucket back to the invoices behind it before deciding what to pay.
Sample extraction
A month-end AP aging with a summary block and a vendor-invoice detail table
{
"document_date": "2026-06-30",
"reporting_period_end": "2026-06-30",
"buyer.name": "Globex Logistics LLC",
"currency": "USD",
"total_outstanding_balance": 207500,
"total_current_balance": 128400,
"total_30_days_overdue": 46200,
"total_60_days_overdue": 18750,
"total_90_plus_days_overdue": 14150,
"note": "Buckets foot: 128,400.00 + 46,200.00 + 18,750.00 + 14,150.00 (61+) = 207,500.00",
"vendor_invoices": [
{
"supplier.name": "Acme Software, Inc.",
"invoice_number": "INV-9910",
"invoice_date": "2026-04-09",
"due_date": "2026-05-20",
"total_amount": 9300,
"paid_amount": 0,
"outstanding_amount": 9300,
"days_outstanding": 41,
"aging_bucket": "31-60",
"payment_status": "unpaid"
},
{
"supplier.name": "Meridian Freight",
"invoice_number": "MF-2231",
"invoice_date": "2026-06-14",
"due_date": "2026-07-14",
"total_amount": 12000,
"paid_amount": 6000,
"outstanding_amount": 6000,
"days_outstanding": 0,
"aging_bucket": "Current",
"payment_status": "partial"
}
]
}Frequently asked
Do the buckets and line items reconcile?
Yes. The per-invoice outstanding amounts foot to each aging bucket, and the buckets foot to the total outstanding balance, so the $9,300.00 Acme invoice in the 31-60 bucket ties back to that specific line. A report where the printed totals do not add up is flagged rather than silently accepted.
How does it handle different bucket definitions?
Reports age from either the invoice date or the due date and label the ranges differently. Talonic captures the bucket exactly as printed and maps it to a canonical set (Current, 1-30, 31-60, 61-90, 90+), so agings from SAP and from Oracle NetSuite compare on the same axis.
Are partial payments and discounts captured?
Yes. Each line carries the invoice total, the amount paid, and the outstanding balance, so a partly paid invoice shows its remaining exposure. Early-payment discount amounts and whether the discount window has expired are captured where the report states them.
Can it read a multi-currency AP aging?
The reporting currency is captured at the header, and where a report mixes currencies by vendor the currency is carried on each line, so a USD total is not added to an EUR total. Talonic keeps amounts in the currency printed and does not convert them.
Ready to extract from your own AP aging reports?
Author note
Reviewed by Talonic engineering · last reviewed 2026-07-07