AI Operators · Use cases
Invoice processing
AI Operators capture carrier and vendor invoices, match charges against shipment records and expected costs, post eligible invoices and route discrepancies for review.
Explore your workflowYour SOPs. Your systems. Your team in control.
- Starts with
- A carrier, airline, agent or vendor invoice from an agreed channel.
- Works with
- Shipment records, expected costs, supporting documents and your validation rules.
- Completes with
- An eligible invoice prepared or posted, or a discrepancy package ready for review.
The operational opportunity
From supplier invoice to a controlled finance handoff.
Accounts-payable work in logistics depends on more than reading an invoice. Teams need to identify the right shipment or consolidation, understand each charge, compare it with the expected cost and decide whether the invoice can continue. Missing references, duplicate invoices, unexpected accessorials and rate differences turn a routine task into repeated investigation across email, documents and systems.
Shipflow’s Invoice Operator connects invoice intake, data capture, shipment matching, charge validation and the next authorized system action. It can process invoices from carriers, airlines, trucking companies, agents and other logistics vendors across Ocean, Air and Road workflows. Your SOPs determine which invoices qualify for automated handling, which tolerances apply and which discrepancies go to a person.
The workflow keeps financial milestones distinct. An invoice can be received, matched, prepared, approved, posted and paid—but those are not the same action. Shipflow executes only the steps and permissions agreed for the deployment. Payment release, supplier-master changes and other reserved finance decisions remain with the authorized team.
Invoice processing is configured around your records, tolerances and approval policy. A successful data match does not by itself approve an invoice or authorize payment.
How it works
One workflow. Clear steps.
Collect and identify the invoice
Monitor the agreed inboxes, document channels or system queues and identify the supplier, invoice number, date, currency and shipment references. Detect unreadable files, missing pages and possible duplicates before the invoice moves further.
Capture header and charge-line data
Extract the fields required by your process, including invoice totals and the individual charges used for validation. Map supplier descriptions to the relevant charge codes only where the agreed rules and available context support that mapping.
Match the operational record
Connect the invoice to the relevant shipment, consolidation, master or house record using the references defined by your operation. If a reliable match cannot be made, route the invoice with the candidate records and evidence rather than forcing it onto the wrong shipment.
Validate charges against expected costs
Compare the invoiced charges with the applicable expected costs, rate records and supporting shipment information. Apply configured checks for currency, quantity, tax treatment, duplicate billing, missing charges and amount differences. Tolerances and sources of truth are defined by your finance and operations teams.
Prepare or post eligible invoices
For invoices that pass the agreed checks, prepare the accounting entry or post it to the connected TMS or ERP within the permissions available. Preserve the invoice, match evidence and action history so the result can be reviewed.
Route discrepancies with context
Send unmatched or out-of-policy invoices to the responsible person with the invoice, shipment context, expected cost and the specific reason for review. After resolution, the operator can continue the configured workflow without requiring the team to restart the task.
Human control
Automate the routine. Keep judgment with your team.
Execute within agreed rules
- Collect invoices from agreed operational channels.
- Extract invoice headers and charge-line information.
- Match invoices to shipment and expected-cost records.
- Apply duplicate, tolerance and charge-validation rules.
- Prepare or post eligible invoices within approved permissions.
Escalate when needed
- Missing or conflicting shipment references.
- Unexpected charges or differences outside agreed tolerances.
- Possible duplicates, supplier-detail changes or unclear documents.
- Approvals, write-offs and payment decisions reserved for your team.
Getting started
Build around the way your operation works.
Define the invoice scope and completion point
Choose the suppliers, business units, modes and invoice types for the first workflow. Agree whether completion means a validated review package, a prepared entry or a posted invoice. Keep payment authorization outside the scope unless your formal controls explicitly define otherwise.
Map references, costs and charge rules
Identify how invoices connect to shipments and where expected costs or approved rates live. Define charge-code mappings, currencies, taxes, tolerances and duplicate checks, including the cases where the available data is not enough to make a reliable decision.
Set permissions and exception ownership
Confirm the inboxes, TMS or ERP access and write actions available to the operator. Name the teams responsible for operational discrepancies, supplier questions and finance approval, then test representative clean and exceptional invoices before enabling automated posting.
Measure completed work, not just AI activity.
Measure the complete agreed workflow, from receipt to the defined finance handoff. Separate invoices processed without intervention from those reviewed and resolved, and track accuracy and rework alongside speed.
- Manual handling time per invoice
- Time from receipt to validated or posted invoice
- Invoices completed without human intervention
- Discrepancy, duplicate and correction rates
Common questions
Before you put an AI Operator to work.
Which invoices can Shipflow process?
The workflow can be configured for carrier, airline, agent and other logistics-vendor invoices across Ocean, Air and Road operations. The first deployment should focus on repeatable invoice types with clear shipment references, expected-cost data and completion rules.
How does Shipflow match an invoice to a shipment?
Your implementation defines the usable references and matching logic—for example a shipment, consolidation, booking, airway bill, bill of lading or load reference. The operator combines those references with supplier and operational context, and escalates when it cannot make a reliable match.
Can Shipflow validate individual charges?
Yes. The operator can capture charge lines and compare them with expected costs, rate records and configured rules. Your team defines the source of truth, charge-code mappings, tolerances and treatment of taxes, currencies and accessorials.
Can clean invoices be posted automatically?
Yes, when the connected system, permissions and your policy allow it. You can also configure Shipflow to prepare an entry for approval instead. A matched, approved, posted and paid invoice are separate states, and the workflow should represent them accurately.
Does invoice processing authorize payment?
No. Matching or posting an invoice does not by itself authorize payment. Payment release, bank-detail changes, supplier-master changes, write-offs and other restricted decisions remain subject to your finance controls and authorized users.
Does Shipflow replace our TMS or ERP?
No. Shipflow adds controlled execution around your existing systems. It reads and writes only the records and actions agreed for the deployment, using the integration methods and permissions available in your environment.
Start with one workflow
Start with the invoices your team matches every day.
Map the inputs, decisions and systems with Shipflow. Define a useful first deployment with clear boundaries and measurable outcomes.
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