Extract data from vendor annual summaries

At the end of a tax year, an accounts payable team has to tell the IRS how much it paid every contractor and vendor that crossed the reporting threshold, and the vendor annual summary is the working document that pulls it together before the individual 1099 forms go out. Businesses that paid 600 contractors run a report out of the ERP that lists each vendor, its taxpayer identification number, the total paid across the year, and how that total splits between nonemployee compensation, rents, royalties, and other income. That summary is what a controller reconciles against the accounts payable ledger, what a tax preparer files from, and what an auditor asks for when a payee disputes a 1099-NEC or a 1099-MISC. The awkward part is the split by box and by form. One vendor can receive nonemployee compensation in Box 1 of a 1099-NEC and rent in Box 1a of a 1099-MISC in the same year, so a single payee spans two forms. Backup withholding at 24% appears when a TIN is missing or fails matching, and it has to be reported per vendor. State income tax withheld adds another column that varies by jurisdiction. The payer EIN and each recipient TIN, whether an EIN or a masked SSN, tie the summary to the parties the IRS matches against. Any vendor under the $600 reporting threshold should not generate a form at all, so the threshold logic has to be right. Talonic reads the summary and returns the payer block and a row per vendor, with the taxpayer identification number, the annual total, the form type, and the box-level split as structured fields. Payments of $42,800, $24,000, and $18,500 across three vendors roll up to a reconciled $85,300, so an AP team files the 1099 batch from data that ties to the ledger rather than re-keying a spreadsheet.

What gets extracted from vendor annual summaries

How extraction works for vendor annual summaries

Vendor summaries come out of accounts payable and ERP systems such as NetSuite, SAP, and QuickBooks, and off 1099 e-filing platforms, so a summary can be a single spreadsheet, a payer-level report, or a stack of individual forms. Talonic classifies the document and maps it to the vendor summary schema in the Field Registry, which models a payer block and a repeating vendor row carrying the taxpayer identification number, the annual total, the form type, and the box-level split. The payer EIN and each recipient TIN are captured as separate fields and checked against the EIN and SSN formats so they are never swapped. Box amounts default to $0.00 when the source shows a field blank, which the IRS treats as zero, and backup withholding is kept per vendor. The per-vendor totals are summed and reconciled against any stated grand total so a summary that does not foot is flagged. Every value returns with a confidence score and a pixel-region pointer under DIN SPEC 91491 conformity, so an AP analyst can match a vendor total to the accounts payable ledger before the 1099 batch is transmitted.

Sample extraction

A 2025 year-end vendor summary listing three 1099 payees

{
  "tax_year": 2025,
  "payer_name": "Northgate Logistics Inc.",
  "payer_tax_id": "12-3456789",
  "currency": "USD",
  "payment_summary": [
    {
      "vendor_name": "Ridgeline Consulting LLC",
      "vendor_tax_id": "98-7654321",
      "form_type": "NEC",
      "nonemployee_compensation": 42800,
      "total_amount": 42800
    },
    {
      "vendor_name": "Beacon Property Management",
      "vendor_tax_id": "XX-XXX3310",
      "form_type": "MISC",
      "rents": 24000,
      "total_amount": 24000
    },
    {
      "vendor_name": "Delta Analytics Inc.",
      "vendor_tax_id": "45-1122334",
      "form_type": "NEC",
      "nonemployee_compensation": 18500,
      "federal_income_tax_withheld": 4440,
      "total_amount": 18500
    }
  ],
  "total_amount": 85300,
  "vendor_count": 3
}

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