Use-case directory

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Filter by area, industry, impact and ease. Cross-industry use cases appear under every industry. Highest impact first, then easiest.

Use cases

Workflow: AP supplier invoice processingClear workflow filter: AP supplier invoice processing

Extract supplier, invoice number, dates, amounts, tax and line detail from PDF and e-mailed invoices into the AP system, with low-confidence fields sent to a person for review.

  • Impact:High
  • Ease:High

Spend

Duplicate invoice detection

Accounts payable

Pause likely duplicates before posting by comparing supplier, amount, date and invoice number, including near matches such as reformatted numbers or resent PDFs. A person decides every paused invoice.

  • Impact:High
  • Ease:High

Classify invoices that fail two- or three-way match (price, quantity, missing receipt) and route each to the right buyer or receiver with the likely cause, so exceptions are resolved rather than parked.

  • Impact:High
  • Ease:Medium

Spend

Bank-detail-change fraud alert

Accounts payable

Flag supplier bank-detail changes and invoices carrying new or different bank details, using signals such as a recent change, an unusual country or a mismatch with the supplier record. A person verifies by call-back.

  • Impact:High
  • Ease:Medium

Check each invoice against spend policy before it reaches the approver (contract terms, PO requirement, split invoices below thresholds, restricted categories) and attach the findings for the approver.

  • Impact:High
  • Ease:Medium

Suggest the general ledger account, cost center and tax code for non-PO invoices from past coding for the same supplier and description. The processor accepts or changes each suggestion.

  • Impact:Medium
  • Ease:High

Route each invoice to the approver set out in the approval matrix, send reminders, and escalate to a logged delegate when the approver is unavailable. Rules-based, with no AI decision.

  • Impact:Medium
  • Ease:High

Spend

Supplier inquiry assistant

Accounts payable

Answer routine supplier questions on invoice and payment status from AP system data, and hand anything involving disputes, bank details or exceptions to a person.

  • Impact:Medium
  • Ease:Medium

Compare supplier statements with the AP ledger to find missing invoices, unused credit notes and payments the supplier has not recognized, and propose reconciling items for review.

  • Impact:Medium
  • Ease:Medium

Propose period-end accruals for goods and services received but not yet invoiced, using open receipts, purchase orders and supplier billing patterns. The accountant reviews and posts.

  • Impact:Medium
  • Ease:Medium