Agentic Business Processes for the End-to-End Supply Chain

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Transform supply chain work with Agentic Business Processes

An Agentic Business Process integrates OPUS Agents, MINT B2B transactions, POET collaborative business processes and Melody Actions into a real-time operating model for performing work.

Built on TraceLink’s Agentic Supply Chain Operating System, each Agentic Business Process enables human teams and governed OPUS Agents to work together across companies, systems, and trading partners—using shared information, intelligence, and reasoning to perform work faster and more effectively.

Together, these Agentic Business Processes put the Agentic Supply Chain Operating Model into practice, helping companies operate with greater intelligence, agility, and scale as AI becomes part of how supply chain work is performed.

The Agentic Supply Chain Operating Model: human teams and governed OPUS Agents working across the network
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Business processes organized by operational orchestration

Every organization performs hundreds of business processes. TraceLink organizes Agentic Business Processes into operational orchestrations that reflect how work is performed across the end-to-end supply network.

 External Manufacturing Coordinate manufacturing partners, materials, quality, production, inventory, and exceptions.
Production Order Management Issue, acknowledge, and track production orders with contract manufacturing partners.
Invoice Verification Verify partner invoices against orders, batches, and receipts before payment.
Deviation Management Raise, investigate, and close quality deviations with the partner in one process.
Production Scheduling Turn committed forecast into scheduled production the whole network can see.
Materials Coordination Ensure components, APIs, and packaging arrive when the partner needs them.
Logistics Coordinate shipments, logistics providers, inventory movement, exceptions, and fulfillment.
Inbound Shipment Coordination Track inbound shipments against commitments and act on delays before they land.
Warehouse Receipt and Putaway Confirm what arrived, what it matched, and where it went.
Inventory Movement Move stock between nodes with position and coverage updated as it travels.
Exception Resolution Detect logistics exceptions and drive them to resolution with clear ownership.
Order Fulfillment Pick, pack, and release customer orders against live inventory and promises.
Transportation Coordinate carriers, transportation planning, shipment execution, visibility, and issue resolution.
Carrier Coordination Book, confirm, and adjust with carriers and logistics providers on a shared process.
Transportation Planning Build shipments and select lanes against service, cost, and product protection.
Shipment Execution Release, tender, and dispatch shipments with every party working from one record.
In-Transit Visibility Watch shipments in flight and act when timing, temperature, or custody deviates.
Issue Resolution Resolve delays, damage, and claims with the evidence already assembled.
Commerce Coordinate customer demand, orders, commitments, fulfillment, and commercial operations.
Customer Demand Coordination Bring customer demand signals into one continuously updated picture.
Order Management Receive, validate, and progress customer orders across systems and partners.
Commitment Management Make delivery commitments customers can plan around, and hold to them.
Fulfillment Coordination Coordinate the work that turns a commitment into delivered product.
Commercial Operations Run pricing, claims, and settlement against real transaction evidence.
Regulatory Compliance Coordinate serialized product identity, verification, reporting, and compliance exceptions across regulated markets.
Serialization Management Manage serialized product identity and movement across the product lifecycle.
Regulatory Reporting Meet country-specific reporting and traceability requirements across regulated markets.
Product Verification Verify product identity and status between trading partners at the point of question.
Investigation and Recall Trace affected product and coordinate investigations and recalls with every partner.
Compliance Exception Resolution Resolve compliance exceptions with the evidence and partner history already assembled.
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Agentic Business Processes in practice

You build the workforce your business goals and operating model call for. Each process below names the trading relationship it governs, the steps it spans, and examples of the kinds of agents you can employ inside it.

Orchestration
Commerce Order-to-Cash, for the Seller 3 agents

The commercial lifecycle that turns a customer purchase order into cash collected and reconciled, across the manufacturer, the wholesaler or dispenser, and third-party logistics providers.

Runs on transactions you already exchange with your partners
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Example agents for this process What it changes
The work today

Teams hand-gather approval evidence across disconnected systems while valid orders wait. Underpriced or off-contract orders ship before anyone catches the variance, scarce supply gets committed to the wrong customers, and the cost surfaces later as chargeback disputes, credits, and audit findings.

With Order Validation Specialist

The agent validates every purchase order against approved pricing, contract terms, allocation and forecast, recent shipment activity, and ordering history before it is released. One consistent decision gate, with a traceable rationale and the decision still made by a person.

Agent profile
Human Manager Commercial / Trade Operations · reports to Manager, Order Management Work performed Evaluates every customer purchase order against approved pricing, past purchase orders, forecast allocation, and recent shipment activity, then recommends an action before the order is released. Recommends Accept · Reject · Route for manual investigation
What it runs on
Business transactions Price / Sales Catalog · Price Authorization Acknowledgement · Advance Shipment Notice · Purchase Order Acknowledgement Collaborative processes Incidents · Direct Supply Issues · Order Validation Decision Log Process record Every recommendation, the evidence behind it, and the human decision are written to the Order Validation Decision Log .
How it is measured
↑ Touchless processing ↑ Perfect order to settlement ↑ Invoice accuracy ↓ Exception rates
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The work today

Acknowledgement performance is measured after the fact, if at all. A missed response surfaces when the customer escalates, and no one can say how often it happens or which accounts it affects.

With Purchase Order Response SLA Monitor

The agent tracks every order and line item against the acknowledgement SLA agreed with each customer, and flags what is late or missing while the window is still open.

Agent profile
Human Manager Customer Order Management · reports to Customer Order Management Manager Work performed Monitors customer purchase orders to verify that each order and line item receives the required acknowledgement within the defined business SLA, and flags missing or late responses for action. Recommends Within SLA · At risk · Breached — escalate
What it runs on
Business transactions Purchase Order · Purchase Order Acknowledgement Collaborative processes PO Response Monitor Decision Log Process record Every recommendation, the evidence behind it, and the human decision are written to the PO Response Monitor Decision Log .
How it is measured
↑ Acknowledgement compliance ↓ Time to acknowledge ↓ Missed responses ↓ Customer escalations
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The work today

Fulfillment problems surface when the customer calls. Order management checks shipment status one order at a time, and shortfalls, overages, wrong products, and split shipments are found after the delivery window has closed.

With Order Fulfillment Monitor

The agent compares every purchase order against the shipment activity behind it and flags risks to on-time, in-full delivery while there is still time to act. Discrepancies open a resolution workflow with the warehouse or distribution center.

Agent profile
Human Manager Commercial / Trade Operations · reports to Manager, Order Management Work performed Monitors purchase orders and advance ship notices to verify that each order is fulfilled at the required quantities and within the committed delivery timeline, flagging missing or late shipments, quantity shortfalls, overages, incorrect products, and split shipments. Recommends On track · At risk · Route for investigation
What it runs on
Business transactions Purchase Order · Advance Shipment Notice Collaborative processes Tasks · Incidents · Order Fulfillment Monitor Decision Log Process record Every recommendation, the evidence behind it, and the human decision are written to the Order Fulfillment Monitor Decision Log .
How it is measured
↑ Perfect order rate ↑ On-time in-full delivery ↓ Time to detect a late shipment ↓ Fulfillment exceptions
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Commerce Procure-to-Pay, for the Buyer 4 agents

The procurement lifecycle that turns a purchase requirement into product received, invoiced, and paid, across the buyer, its suppliers, and the logistics providers between them.

Runs on transactions you already exchange with your partners
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Example agents for this process What it changes
The work today

Orders are placed on the assumption that the price and quantity are right. Off-contract pricing and duplicate orders are discovered downstream as invoice disputes, credits, and returns.

With Purchase Order Analyzer

The agent checks each order against contract pricing and ordering history before it is sent, so pricing errors and duplicates are corrected at the point of origin rather than argued over after delivery.

Agent profile
Human Manager Procure-to-Pay Operations · reports to Manager, Procurement Work performed Evaluates generated purchase orders against past purchase orders, past invoices, and contract pricing, matching product, item, price, and quantity to flag discrepancies and potential duplicate orders before the order is placed. Recommends Place order · Hold for investigation
What it runs on
Business transactions Purchase Order · Price / Sales Catalog · Price Authorization Acknowledgement · Advance Shipment Notice Collaborative processes Tasks · Incidents · Change Requests · PO Analyzer Decision Log Process record Every recommendation, the evidence behind it, and the human decision are written to the PO Analyzer Decision Log .
How it is measured
↓ Duplicate orders placed ↓ Off-contract purchasing ↓ Invoice disputes downstream ↑ First-time-right orders
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The work today

Accounts payable reconciles invoices to orders by hand, and only samples the rest. Overbilling that clears the threshold gets paid, and recovering it later costs more than catching it would have.

With Invoice Verification Specialist

Every invoice is matched line by line against the order and the contract price before payment is released, with a recommendation to pay, hold, or investigate and the evidence attached.

Agent profile
Human Manager Procure-to-Pay Operations · reports to Manager, Accounts Payable Work performed Evaluates invoices against purchase orders, past invoices, and contract pricing, matching product, item, price, and quantity to flag discrepancies, reduce billing errors, and avoid overpayment risk. Recommends Pay · Hold · Investigate
What it runs on
Business transactions Invoice · Purchase Order · Price / Sales Catalog · Price Authorization Acknowledgement Collaborative processes Tasks · Incidents · Invoice Verification Decision Log Process record Every recommendation, the evidence behind it, and the human decision are written to the Invoice Verification Decision Log .
How it is measured
↓ Overpayment exposure ↓ Invoice exceptions at payment ↑ Touchless invoice processing ↓ Cost per invoice processed
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The work today

Nobody notices the remittance advice that never arrives. The gap turns up in a month-end reconciliation, by which time the supplier conversation starts from scratch.

With Invoice-Remittance Reconciliation Monitor

The agent watches each invoice for its matching remittance record against the agreed SLA and raises the ones that are missing or late, while the transaction is still fresh.

Agent profile
Human Manager Accounts Payable · reports to Accounts Payable Manager Work performed Compares invoices received from suppliers with available remittance advice to verify that each invoice line item has a corresponding remittance record within the defined SLA, and flags missing or late remittance advice for action. Recommends Matched · Remittance missing · Past SLA — escalate
What it runs on
Business transactions Invoice · Remittance Advice Collaborative processes Invoice Remittance Advice Monitor Decision Log Process record Every recommendation, the evidence behind it, and the human decision are written to the Invoice Remittance Advice Monitor Decision Log .
How it is measured
↑ Remittance match rate ↓ Unreconciled invoices ↓ Month-end reconciliation effort ↓ Aged open items
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The work today

Deductions arrive without a clear line back to the order or dispute that created them. Tracing one takes hours across systems, so most are absorbed rather than challenged.

With Invoice Remittance Auditor

The agent reconstructs the chain from deduction to memo to cleared invoice to originating order, and presents findings with recommended next steps for authorized review.

Agent profile
Human Manager Procure-to-Pay Operations · reports to Manager, Accounts Payable Work performed Reconciles invoice remittance deductions and credits or debits against expected purchase orders, cleared invoices, and memos from prior disputes and adjustments, so every deduction traces back to its originating order. Recommends Traceable — accept · Unexplained — investigate · Escalate for review
What it runs on
Business transactions Remittance Advice · Credit / Debit Memo · Invoice · Purchase Order Collaborative processes Tasks · Incidents · Change Requests · Invoice Remittance Audit Decision Log Process record Every recommendation, the evidence behind it, and the human decision are written to the Invoice Remittance Audit Decision Log .
How it is measured
↑ Deductions traced to source ↓ Unexplained write-offs ↓ Time to audit a deduction ↑ Recovery of invalid deductions
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Commerce Chargebacks, for the United States Commercial Market 3 agents

The U.S. contract pricing lifecycle, where wholesalers sell product to contracted providers at the contract price and claim the difference back from the manufacturer as a chargeback.

Runs on transactions you already exchange with your partners
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Example agents for this process What it changes
The work today

Chargeback volume outruns the team that reviews it. Sampling lets invalid claims, duplicates, and resubmissions through, and each one is a credit issued against a price that was never authorized.

With Chargeback Validation Analyst

Every request is checked against the authorized contract price and the chargeback history behind it, and classified before a credit is issued. Duplicates and resubmissions are identified as such rather than paid twice.

Agent profile
Human Manager Commercial / Trade Operations · reports to Chargeback Operations Manager Work performed Evaluates chargeback requests against the price authorization acknowledgement and prior chargebacks to recommend whether the request proceeds as valid, is rejected as invalid, is flagged as a duplicate, is linked as a resubmission or rebill candidate, or is routed for manual investigation. Recommends Valid · Invalid · Duplicate · Resubmission or rebill · Investigate
What it runs on
Business transactions Price Authorization Acknowledgement · Product Transfer Account Adjustment · Response to Product Transfer Account Adjustment · Credit / Debit Adjustment Collaborative processes Tasks · Incidents · Change Requests · Chargeback Validation Decision Log Process record Every recommendation, the evidence behind it, and the human decision are written to the Chargeback Validation Decision Log .
How it is measured
↓ Invalid chargebacks credited ↓ Duplicate credits issued ↑ Chargeback validation coverage ↓ Margin lost to unauthorized pricing
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The work today

Response windows differ by wholesaler and are tracked in spreadsheets. A response sent late or missing its credit memo number becomes a dispute, and the dispute becomes a deduction.

With Chargeback Response Monitor

The agent holds every claim against its wholesaler-specific window and business requirements, and flags responses that are missing, incomplete, or misaligned before the window closes.

Agent profile
Human Manager Commercial / Trade Operations · reports to Chargeback Operations Manager Work performed Monitors chargeback claims to confirm that each request has the expected response, that the response conforms to business requirements — credit memo number, complete line-level detail, aligned requested and approved amounts — and that it is delivered inside the wholesaler-specific response or dispute window. Recommends Compliant · Incomplete · Past window — escalate
What it runs on
Business transactions Product Transfer Account Adjustment · Response to Product Transfer Account Adjustment Collaborative processes Tasks · Incidents · Change Requests · Chargeback Response Monitor Decision Log Process record Every recommendation, the evidence behind it, and the human decision are written to the Chargeback Response Monitor Decision Log .
How it is measured
↑ Response within window ↑ Line-level response completeness ↓ Disputes from late responses ↓ Rework on resubmitted claims
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The work today

Wholesaler deductions rarely match the credits the manufacturer expected. Reconciling them means rebuilding the chain by hand, so variances are accepted as the cost of doing business.

With Chargeback Remittance Auditor

The agent traces each deduction back through the credit memo, the response, and the original request to the settlement date, and reports what does not reconcile with the evidence attached.

Agent profile
Human Manager Commercial / Trade Operations · reports to Chargeback Operations Manager Work performed Reconciles wholesaler remittance deductions against expected chargeback results, establishing traceability from credit memo to chargeback response to chargeback request to settlement date, and presents findings with recommended next steps. Recommends Reconciled · Variance — investigate · Escalate for review
What it runs on
Business transactions Product Transfer Account Adjustment · Response to Product Transfer Account Adjustment · Remittance Advice · Credit / Debit Memo Collaborative processes Tasks · Incidents · Change Requests · Chargeback Remittance Audit Decision Log Process record Every recommendation, the evidence behind it, and the human decision are written to the Chargeback Remittance Audit Decision Log .
How it is measured
↑ Deductions reconciled to credit memos ↓ Unexplained settlement variance ↓ Days to close a remittance audit ↑ Disputed deductions recovered
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External Manufacturing Procure-to-Pay, for the MAH 3 agents

The commercial lifecycle between a marketing authorization holder and its contract manufacturers, from purchase order through acknowledgement, production, invoice, and payment.

Runs on transactions you already exchange with your partners
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Example agents for this process What it changes
The work today

External manufacturing invoices carry batch quantities, materials, and services that rarely map cleanly to the order. Verification is manual, slow, and selective, so variances are paid.

With Invoice Verification Specialist

Each invoice is matched against its purchase order before payment, with a recommendation to pay, hold, or investigate and the discrepancy identified line by line.

Agent profile
Human Manager Procure-to-Pay Operations · reports to Manager, Accounts Payable Invoice Operations Work performed Evaluates contract manufacturing invoices against their purchase orders, matching product, item, price, and quantity to flag discrepancies, reduce billing errors, and avoid overpayment risk. Recommends Pay · Hold · Investigate
What it runs on
Business transactions External Manufacturing Invoice · External Manufacturing Purchase Order Collaborative processes Tasks · Incidents · Manufacturing Invoice Verification Decision Log Process record Every recommendation, the evidence behind it, and the human decision are written to the Manufacturing Invoice Verification Decision Log .
How it is measured
↓ Overpayment exposure ↓ Invoice exceptions at payment ↑ Touchless invoice processing ↓ Cost per invoice processed
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The work today

An unacknowledged purchase order looks identical to an accepted one until production is already late. Supply managers chase acknowledgements by email, partner by partner.

With CMO Purchase Order Response Monitor

The agent tracks every order and line item against the acknowledgement SLA and surfaces what has not been confirmed, so supply risk is visible weeks before the delivery date.

Agent profile
Human Manager External Manufacturing / External Supply Operations · reports to External Manufacturing Supply Manager Work performed Monitors acknowledgement activity for purchase orders sent to contract manufacturing partners to verify that each order and line item is acknowledged within the defined business SLA, and flags missing or late acknowledgements for action. Recommends Acknowledged · Outstanding · Past SLA — escalate
What it runs on
Business transactions External Manufacturing Purchase Order · External Manufacturing Purchase Order Acknowledgement Collaborative processes Manufacturing PO Response Monitor Decision Log Process record Every recommendation, the evidence behind it, and the human decision are written to the Manufacturing PO Response Monitor Decision Log .
How it is measured
↑ Acknowledgement compliance ↓ Time to acknowledgement ↓ Unacknowledged orders at risk ↓ Expedites caused by late confirmation
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The work today

Payment and remittance drift apart across currencies, sites, and payment runs. Partners chase status, and finance rebuilds the picture at month end.

With CMO Invoice-Remittance Reconciliation Monitor

The agent watches each invoice for its matching remittance record against the agreed SLA and raises the gaps early, so partner queries are answered from a reconciled position.

Agent profile
Human Manager Accounts Payable · reports to Accounts Payable Manager Work performed Compares invoices received from contract manufacturing partners with available remittance advice to verify that each invoice and line item has a corresponding remittance record within the defined SLA, and flags what is missing or late. Recommends Matched · Remittance missing · Past SLA — escalate
What it runs on
Business transactions External Manufacturing Invoice · External Manufacturing Remittance Advice Collaborative processes Manufacturing Invoice Remittance Advice Monitor Decision Log Process record Every recommendation, the evidence behind it, and the human decision are written to the Manufacturing Invoice Remittance Advice Monitor Decision Log .
How it is measured
↑ Remittance match rate ↓ Unreconciled invoices ↓ Partner payment queries ↓ Aged open items
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External Manufacturing Order-to-Cash, for the CMO 2 agents

The same commercial lifecycle seen from the contract manufacturer’s side, from customer purchase order received through acknowledgement, production, shipment, and settlement.

Runs on transactions you already exchange with your partners
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Example agents for this process What it changes
The work today

Client service agreements set response windows the customer service team cannot see in one place. Missed acknowledgements become client escalations and contract penalties.

With CMO Purchase Order Response Compliance Monitor

The agent measures every incoming client order against its committed response window and flags what is outstanding, so acknowledgement performance is managed rather than reported on.

Agent profile
Human Manager CMO Customer Service · reports to CMO Customer Service Manager Work performed Monitors customer purchase orders received by the contract manufacturing organization to verify that each order receives the required acknowledgement or response within the defined business SLA, and flags missing or late responses for action. Recommends Within SLA · At risk · Breached — escalate
What it runs on
Business transactions External Manufacturing Purchase Order · External Manufacturing Purchase Order Acknowledgement Collaborative processes Manufacturing PO Response Monitor Decision Log Process record Every recommendation, the evidence behind it, and the human decision are written to the Manufacturing PO Response Monitor Decision Log .
How it is measured
↑ Response within SLA ↓ Time to acknowledge ↓ Client escalations ↑ Service agreement compliance
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The work today

Fulfillment status lives in the site systems and reaches the client only when someone asks. Partial and late shipments are explained after the fact.

With CMO Order Fulfillment Monitor

The agent compares acknowledged orders to shipment activity and flags shortfalls and delays as they emerge, so the client conversation happens before the delivery date, not after it.

Agent profile
Human Manager Contract Manufacturing Customer Fulfillment · reports to Contract Manufacturing Customer Fulfillment Manager Work performed Monitors advance shipment notice activity against acknowledged customer purchase orders to verify that each order ships in the committed quantities and within the agreed delivery timeframe, flagging missing notices and late or partial shipments. Recommends On track · At risk · Route for investigation
What it runs on
Business transactions External Manufacturing Advance Shipment Notification · External Manufacturing Purchase Order Acknowledgement Collaborative processes Manufacturing Order Fulfillment Monitor Decision Log Process record Every recommendation, the evidence behind it, and the human decision are written to the Manufacturing Order Fulfillment Monitor Decision Log .
How it is measured
↑ On-time in-full delivery ↓ Partial shipments ↓ Time to detect a late shipment ↑ Client satisfaction on delivery
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External Manufacturing Inventory Visibility & Control, for the CMO 1 agent

The reconciliation of inventory ownership, location, quantity, and status between a marketing authorization holder and the contract manufacturing partners holding its materials and product.

Runs on transactions you already exchange with your partners
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Example agents for this process What it changes
The work today

Each client keeps its own view of the stock the site holds, and disagreements surface as disputes over what is owned, where it sits, and whether it is releasable.

With Client Inventory Reconciliation Monitor

The agent reconciles client-reported balances against the site records continuously, so ownership, location, and status differences are resolved as operational items rather than client disputes.

Agent profile
Human Manager Supply Chain / Materials Management · reports to Inventory Control Manager Work performed Reconciles inventory balances reported by MAH clients against the CMO records by comparing material or product identifiers, quantities, storage locations, ownership, and inventory status, flagging missing records, quantity variances, and location or status mismatches. Recommends Reconciled · Variance — investigate · Missing records
What it runs on
Business transactions External Manufacturing CMO Inventory Balance Report · External Manufacturing MAH Inventory Balance Report Collaborative processes Tasks · Incidents · Manufacturing Inventory Reconciliation Decision Log Process record Every recommendation, the evidence behind it, and the human decision are written to the Manufacturing Inventory Reconciliation Decision Log .
How it is measured
↑ Inventory record accuracy ↓ Client stock disputes ↓ Reconciliation effort per client ↑ Confidence in released stock
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External Manufacturing Inventory Visibility & Control, for the MAH 1 agent

The reconciliation of inventory ownership, location, quantity, and status between a marketing authorization holder and the contract manufacturing partners holding its materials and product.

Runs on transactions you already exchange with your partners
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Example agents for this process What it changes
The work today

Expiry is reviewed when someone thinks to look. Material that could have been redistributed is written off after the date has passed.

With CMO Inventory Expiry Monitor

The agent reads every balance report for material approaching or past expiry and recommends rotation, redistribution, return, or disposal while the stock still has value.

Agent profile
Human Manager External Manufacturing Operations · reports to External Manufacturing Supply Manager Work performed Analyzes CMO inventory balance reports to identify MAH-owned material that is nearing expiration or expired, so stock is rotated and inventory approaching expiry is identified for redistribution, return, or disposal. Recommends Rotate · Redistribute or return · Dispose
What it runs on
Business transactions External Manufacturing CMO Inventory Balance Report Collaborative processes Tasks · Incidents · Manufacturing Inventory Expiry Decision Log Process record Every recommendation, the evidence behind it, and the human decision are written to the Manufacturing Inventory Expiry Decision Log .
How it is measured
↓ Expired material written off ↑ Stock rotated in time ↑ Material redistributed or returned ↓ Value lost to expiry
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Logistics Warehouse & Fulfillment Operations, for the MAH 1 agent

The outbound fulfillment lifecycle executed by third-party logistics providers on behalf of a marketing authorization holder, from warehouse ship order through shipping advice and customer delivery.

Runs on transactions you already exchange with your partners
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Example agents for this process What it changes
The work today

The provider reports what shipped after it shipped. A missing shipping advice is indistinguishable from a shipment that did not happen, and the customer finds out first.

With 3PL Warehouse Fulfillment Monitor

The agent matches every warehouse ship order to the shipping advice behind it and flags what is missing, short, over, wrong, split, or late, so the exception is worked before the delivery window closes.

Agent profile
Human Manager Logistics and Distribution / 3PL Operations · reports to 3PL Operations Manager Work performed Monitors 3PL shipping advice activity against warehouse ship orders to verify that each order is fulfilled at the required quantities and within the committed delivery timeline, flagging missing or late shipping advice, quantity shortfalls, overages, incorrect products, split shipments, and delayed shipments. Recommends On track · At risk · Route for investigation
What it runs on
Business transactions Logistics Warehouse Ship Order · Logistics Warehouse Shipping Advice Collaborative processes Tasks · Incidents · Logistics Order Fulfillment Monitor Decision Log Process record Every recommendation, the evidence behind it, and the human decision are written to the Logistics Order Fulfillment Monitor Decision Log .
How it is measured
↑ On-time in-full delivery ↓ Missing shipping advice ↓ Time to detect a fulfillment exception ↓ Customer-reported delivery issues
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Logistics Inventory Visibility & Control, for the MAH 2 agents

The reconciliation of inventory quantity, location, and status between a marketing authorization holder and the third-party logistics providers holding its product.

Runs on transactions you already exchange with your partners
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Example agents for this process What it changes
The work today

Provider inventory files arrive in different formats on different cycles. Reconciliation happens at period end, and available-to-promise is based on a number nobody has verified.

With 3PL Inventory Reconciliation Monitor

The agent compares provider-reported balances against the MAH records on every report and raises quantity, location, and status differences with the evidence behind them.

Agent profile
Human Manager Logistics & Distribution / Third Party Logistics Operations · reports to External Logistics Inventory Manager Work performed Reconciles inventory balances reported by third-party logistics providers against the MAH records by comparing product identifiers, quantities, locations, and inventory status, flagging missing products, quantity variances, and status mismatches. Recommends Reconciled · Variance — investigate · Missing records
What it runs on
Business transactions Logistics 3PL Inventory Balance Report · Logistics MAH Inventory Balance Report Collaborative processes Tasks · Incidents · Logistics Inventory Reconciliation Decision Log Process record Every recommendation, the evidence behind it, and the human decision are written to the Logistics Inventory Reconciliation Decision Log .
How it is measured
↑ Inventory record accuracy ↓ Unreconciled variances ↓ Reconciliation effort per provider ↑ Confidence in available-to-promise
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The work today

Short-dated stock is found during a cycle count or a customer rejection. By then the options are narrower and the write-off is larger.

With 3PL Inventory Expiry Monitor

The agent reads every provider balance report for product approaching or past expiry and recommends rotation, redistribution, return, or disposal while the stock is still sellable.

Agent profile
Human Manager Logistics & Distribution / Third Party Logistics Operations · reports to External Logistics Inventory Manager Work performed Analyzes 3PL inventory balance reports to identify MAH-owned product that is nearing expiration or expired, so stock is rotated and inventory approaching expiry is identified for redistribution, return, or disposal. Recommends Rotate · Redistribute or return · Dispose
What it runs on
Business transactions Logistics 3PL Inventory Balance Report Collaborative processes Tasks · Incidents · Logistics Inventory Expiry Decision Log Process record Every recommendation, the evidence behind it, and the human decision are written to the Logistics Inventory Expiry Decision Log .
How it is measured
↓ Expired product written off ↑ Stock rotated in time ↑ Product redistributed or returned ↓ Value lost to expiry
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Every Agentic Business Process is designed to deliver measurable outcomes

Each TraceLink solution is designed around a defined business outcome and measured by its impact on productivity, revenue, service, cost, cash, and risk. The specific measures vary by Agentic Business Process, giving organizations a clear way to evaluate operational and financial value.

 Productivity Increase throughput while reducing manual coordination and repetitive operational work. Example measures Manual touchesCycle timeThroughput per person
Revenue Protect product availability, customer commitments, and revenue at risk. Example measures Order fill rateOn-time in-fullRevenue at risk
Service Improve responsiveness, delivery performance, and issue resolution. Example measures On-time deliveryResponse timeResolution time
Cost Reduce rework, expediting, and the cost of processing operational transactions. Example measures Cost per transactionExpedite spendRework rate
Cash Improve settlement speed, inventory efficiency, and working capital. Example measures Days payable outstandingDays inventory on handWorking capital
Risk Identify exceptions earlier and strengthen transparency, traceability, and accountability. Example measures Exception agingRecall response timeAudit findings
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Transform the future of operational work

Through Agentic Business Processes, people and governed OPUS Agents continuously collaborate across every supply chain orchestration, enabling organizations to build more intelligent, resilient, and adaptive supply networks.