Talonic recognizes and extracts structured data from 53 procurement & invoicing document types out of the box. No templates, no training data, no manual configuration — every field is mapped through the Field Registry with per-cell confidence and provenance.
Purchase Order →Formal buy requestCommercial Invoice →Sale of goodsPro Forma Invoice →Estimated chargesGoods Receipt Note →Delivery confirmationThree-Way Match ReportPO/GR/Invoice check
Request for QuotationPrice solicitation
Request for ProposalService bidding
Vendor ScorecardSupplier performance
Blanket Purchase AgreementVolume commitment
Framework AgreementLong-term supply terms
Delivery ScheduleShipment timeline
Material RequisitionInternal stock request
Supplier Invoice →Vendor payment claimSelf-Billing InvoiceBuyer-issued invoice
Evaluated Receipt SettlementAuto-pay on receipt
Price CatalogProduct rate card
Contract AmendmentTerms modification
Spend Analysis ReportProcurement analytics
Savings ReportCost reduction tracking
Supplier Diversity ReportInclusion metrics
Procurement Card StatementP-card transactions
Expense Report →Employee reimbursementTravel & Expense ClaimTrip cost recovery
Bid Tabulation SheetVendor comparison
Award NotificationContract winner notice
Sole Source JustificationNon-compete rationale
Vendor Registration FormSupplier onboarding
Supplier Qualification QuestionnaireDue diligence
Certificate of Insurance (Vendor) →Coverage proofPerformance BondContract guarantee
Retainage ReleaseHeld payment clearance
Back-Order ConfirmationDelayed item notice
Returns AuthorizationRMA approval
Consignment AgreementStock-on-hand terms
Drop-Ship OrderDirect supplier delivery
Service Entry SheetWork performed record
Time & Material InvoiceHours + parts billing
Milestone Payment RequestProgress billing
Retention InvoiceWarranty holdback claim
Punch-Out Catalog OrderE-procurement buy
Sourcing Event SummaryAuction/RFx results
Supplier Corrective Action RequestQuality issue
Demand ForecastProjected needs
Inventory Valuation ReportStock worth
ABC Classification ReportItem prioritization
Reorder Point AnalysisReplenishment trigger
Receiving Inspection ReportInbound QC check
Shipping Notice (ASN)Advance ship alert
Packing ListContents manifest
Consular InvoiceEmbassy-certified sale
Customs InvoiceDuty assessment basis
Supplementary InvoiceAdditional charges
Recurring InvoiceSubscription billing
Procurement & Invoicing document extraction
Procurement and invoicing workflows generate a high volume of structured documents — Purchase Orders, Commercial Invoices, Pro Forma Invoices, Three-Way Match Reports, and Vendor Scorecards among them. These documents encode line items, unit prices, quantities, payment terms, and supplier identifiers that must reconcile across the procure-to-pay cycle. Talonic supports 54 procurement and invoicing document types from PO creation through final payment.
How Talonic processes procurement & invoicing documents
Each document is parsed against the Procurement & Invoicing schema without templates or pre-training. A Purchase Order yields PO number, line items with SKU, quantity, unit price, delivery date, and ship-to address. A Three-Way Match Report produces the PO reference, Goods Receipt Note number, invoice number, and variance flags per line. Talonic handles multi-page invoices, embedded tables, and mixed-currency documents natively, returning every field with cell-level confidence.
Why structured procurement & invoicing data matters
Procure-to-pay automation stalls when invoice data cannot be extracted reliably — AP teams fall back to manual entry, three-way matching backlogs grow, and early-payment discounts expire. Structured extraction of Supplier Invoices, Expense Reports, and Milestone Payment Requests feeds AP automation, spend analytics, and contract compliance engines directly. Organizations reduce invoice processing cost per unit while maintaining audit-grade traceability on every line item.
53 types in Procurement & Invoicing — part of Talonic's 529-type ontology across 10 categories.