Custom AI agent · Finance
AI Purchase Order Matching Agent
Match purchasing evidence before an invoice reaches approval.
Compare purchase orders, receipts, and invoices while explaining exceptions before approval.
- Less manual comparison between orders, receipts, and invoices
- Earlier visibility into quantity, price, and document exceptions
- More consistent routing of matched and unmatched purchasing records
Starting at $300 USD/month
Starting price is $300 USD/month for a tailored solution. Your final proposal defines the scope, deliverables and payment terms. Additional integrations, usage, hosting and ongoing support are scoped and priced before work begins.
What is an AI purchase order matching agent?
An AI purchase order matching agent helps procurement and accounts payable teams compare purchasing records before payment or approval decisions. It links the purchase order, receiving record, invoice, vendor, item, quantity, price, terms, and permitted tolerance rules, then explains whether the evidence appears aligned or needs review. It can surface missing receipts, partial deliveries, price changes, duplicate documents, and conflicting identifiers without changing the source systems. Tranki configures the workflow around your three-way match policy, exceptions, entities, currencies, tolerances, and human approval path. Matching evidence supports a decision; it does not authorize payment or prove that goods were accepted.
What it can match
Link related purchasing records
Associate approved purchase orders, receipts, invoices, amendments, vendor records, and line items using the identifiers and matching keys your process defines.
Compare quantities and prices
Check ordered, received, and invoiced quantities, unit prices, totals, currency, terms, dates, and configured tolerances while preserving the original evidence.
Explain exceptions
Classify missing documents, partial receipts, overages, price differences, duplicate indicators, item mismatches, and unclear relationships for focused human review.
Route a matching decision
Prepare a clear match summary for approval, procurement, receiving, or AP queues with source links, variance details, and the next permitted action.
Where it can help
Three-way invoice matching
Compare purchase orders, receiving records, and invoices before an AP reviewer decides whether the transaction can move forward.
Partial delivery handling
Keep open quantities and multiple receipts visible so an invoice is not treated as fully matched when the evidence covers only part of the order.
Price and contract exceptions
Surface changes in unit price, terms, item, or vendor context and route them to the buyer, budget owner, or finance reviewer defined by policy.
How it works
A step-by-step workflow your team can review before launch.
1. Define the matching policy
Tranki maps the source systems, keys, line-item rules, tolerances, receipt requirements, exception types, owners, escalation path, and actions that must remain human-controlled.
2. Gather approved documents
The agent reads permitted purchase orders, receipts, invoices, vendor context, and amendments while preserving source identifiers, versions, and document provenance.
3. Compare and explain
It aligns the available records, evaluates configured quantity and price rules, and separates clear matches from incomplete, conflicting, or ambiguous cases.
4. Route for decision
A match packet goes to the configured AP, procurement, receiving, or finance owner. The responsible team approves, requests information, or resolves the exception in the system of record.
Built around your business
What we configure
- Matching keys, line-item normalization, quantity and price tolerances, currency rules, receipt requirements, partial-delivery logic, and duplicate signals
- Exception labels, owner routing, escalation timing, reviewer summaries, approval language, audit fields, and entity-specific policies
- Connections to approved procurement, ERP, AP, receiving, inventory, vendor, document, or spreadsheet systems with least-privilege access
What we need from you
- A current purchase-order and receiving policy with defined tolerances, exceptions, owners, and approval responsibilities
- Approved access to purchasing, receipt, invoice, vendor, item, and entity data with stable identifiers and retention rules
- Representative matched, unmatched, partial, duplicate, price-variance, quantity-variance, and amended-order examples for testing
Clear boundaries before launch
What it will not do
The agent does not approve payment, confirm receipt of goods, change a purchase order, alter invoice records, override a tolerance, or decide that a vendor is compliant without an approved workflow and authorized reviewer. It should not treat a matching identifier as proof of delivery, quality, acceptance, or business purpose. Disputed, high-value, fraud-related, contract-sensitive, restricted, or ambiguous exceptions require qualified procurement, receiving, AP, or finance review.
How success is measured
Track match precision, exception classification accuracy, first-route time, unmatched-invoice age, quantity and price variance detection, manual comparison time, reviewer correction rate, duplicate signal quality, approval-cycle duration, and unresolved exception volume. Review samples against source documents and the current matching policy.
Frequently asked questions
What does an AI purchase order matching agent do?
It links purchase orders, receiving records, invoices, and related context, compares configured quantities and prices, explains exceptions, and routes a reviewable match decision to the right owner.
Does it approve invoices or payments?
No. It prepares matching evidence and routes the case. Payment approval, receipt acceptance, vendor changes, and other consequential actions remain under the controls your organization defines.
Can it handle partial deliveries?
Yes, when receiving records and open quantities are available. It can distinguish a partial match from a complete one and route the remaining or disputed quantities for review.
What kinds of exceptions can it find?
It can flag missing purchase orders or receipts, quantity and price variances, item or vendor mismatches, duplicate indicators, changed terms, and unclear document relationships according to your configured rules.
Can it work with multiple entities or currencies?
The workflow can apply entity-specific suppliers, currencies, tolerances, tax rules, and approval paths, subject to the available source data and integration scope.
Will it change our purchasing records?
Not by default. It can prepare a recommendation or case packet. Changes to purchase orders, receipts, invoices, or system-of-record data require an explicitly approved workflow and authorized owner.
What is included in the $300/month starting price?
The starting price covers a scoped, tailored solution. The final proposal defines the matching workflow, integrations, usage, support, deliverables, and payment terms.
