Agentic Inventory Visibility & Control for the CMO

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1 Observe A client inventory balance report arrives on the NETWORK 2 Reason The agent analyzes by the AGENT 3 Act The work is performed as shared WORK 4 Collaborate Decisions that drive business outcomes as logged DECISIONS
The loop runs continuously

From client balance received to variances explained — before it becomes a dispute

01 Observe

A client inventory balance report arrives

Your MAH client sends its inventory balance report for the material you hold over the TraceLink network, the same way they do today.

MINT standardizes and validates it in real time — alongside your own site balance report for the same material. One link to the network, not one spreadsheet per client.

Integrate-Once™: client and format changes are absorbed by the network, not by your backlog.
Inventory Balance Report Details Illustrative
Inventory Visibility & Control, for the CMO - Agentic Business Process All Clients GO
All Discussions All Transactions External Manufacturing - Client MAH Inventory Balance Reports CMO Inventory Balance Reports Material Receipts Material Consumption Inventory Adjustments
Inventory Balance Report DetailsView and edit inventory balance reports. Add DiscussionAdd Comment NewEdit
Received Matched Variances Raised Client Response Corrected Reconciled
Transaction Information
SenderLINKIVA PHARMA ReceiverHALCYON BIOMANUFACTURING Process StatusDone Last Processed Date9/14/26, 6:41 AM Last Transaction Error ResultReceived
Inventory Balance Report Information
Report NumberIBR-MAH-20260914 Report DateSep 14, 2026 OwnerLINKIVA PHARMA SiteHalcyon — Reno Line Count42 Total Quantity1,284.6 kg
02 Reason

The agent analyzes

The moment a client balance report arrives, the agent starts. No one assigns it.

Four checks compare what your MAH client has on record with what you hold at your site. Your client reports; you reconcile against your own site record.

Do the quantities agree? Checked against your site balance for the same material, supplier, and lot, including the movements you posted since your client’s last report. Is it where your client thinks it is? Checked against the storage location on your site record, so a pallet you moved does not show up as missing on your client’s side. Who owns it? Checked against ownership on your record and your client’s, so consigned and client-owned stock are never confused. Is the status the same? Checked against released, quarantine, and blocked status on your record and your client’s, so neither side plans against stock that cannot be used.
Every report is reconciled, not a sample — and always before the month-end call.
Client Inventory Reconciliation Monitor Illustrative
Inventory Visibility & Control, for the CMO - Agentic Business Process All Clients GO
Client Inventory Reconciliation Monitor Batch Quantity Reconciliation Monitor CMO Production Status Monitor
Client Inventory Reconciliation Monitor
Context: Objectives - Inventory Reconciliation / Tasks
Session: -09/14/2026 06:41 am
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Inventory Reconciliation 1 Agent Working • 2 Waiting on Human • 0 Blocked • 57 Accomplished
Submitted0 outcomes No outcomes
In Progress1 outcome Agent Working IBR-MAH-20260914 | LINKIVA PHARMA | 2026-09-14 Inventory Reconciliation outcome for balance report IBR-MAH-20260914 from Linkiva Pharma is being evaluated. Current Task: Balance Matching and Variance Analysis
Done57 outcomes Accomplished IBR-MAH-20260913 | MERIDIAN LABS | 2026-09-13 Inventory Reconciliation outcome for balance report IBR-MAH-20260913 has been accomplished. Current Task: Disposition
Progress detailCollapse All
3Balance Matching and Variance AnalysisIn Progress Matching 42 client lines to the Reno site balance on material, supplier, quantity, storage location, ownership, and status. 40 lines reconcile; one quantity variance of 12.5 kg and one status mismatch (client: released, site: quarantine).
AgentDecisionSep 14, 2026, 6:41:12 AM GMT Report vetted and paired Processable. 42 lines for owner Linkiva Pharma at Halcyon — Reno, paired with site balance IBR-CMO-20260914 for the same period. Source: MAH Inventory Balance Report · CMO Inventory Balance Report
AgentDecisionSep 14, 2026, 6:41:19 AM GMT Forty lines reconciled Material, supplier, lot, quantity, location, ownership, and status match on 40 of 42 lines. Source: IBR-MAH-20260914 · IBR-CMO-20260914
AgentInsightSep 14, 2026, 6:41:27 AM GMT Showing confirmation that Inventory Reconciliation outcome IBR-MAH-20260914 | LINKIVA PHARMA | 2026-09-14T06:41:12 was successfully evaluated with lifecycle state INPROGRESS and 2 variances raised. 12.5 kg quantity variance on LT26081142 traced to a Sep 12 consumption not posted by the client. Status mismatch on LT26090773: client released, site quarantine. Source: CONS-PRO-88120 · IBR-MAH-20260914 lines 7, 31
Inventory Reconciliation Outcome Evaluated Successfully evaluated Inventory Reconciliation outcome instance for balance report IBR-MAH-20260914 from client LINKIVA PHARMA dated 2026-09-14T06:41:12. Outcome ID: c41e77b3-9a52-4f6d-8e10-2d7b5a9f3c88 Lifecycle State: INPROGRESS Current Task: 3 (Balance Matching and Variance Analysis) Lines Reconciled: 40 of 42 Variances: LT26081142 qty +12.5 kg · LT26090773 status mismatch Tasks Initialized:
  1. Initialization
  2. Prepare and Vet Report
  3. Balance Matching and Variance Analysis
  4. Reconciliation Recommendation
03 Act

The work is performed

The agent can start a shared process collaboration: it brings its evidence, your inventory controller owns the decision, and the client answers in the same thread. One process running across two companies — not an email chain that ends in someone's inbox.

The agent raises the inventory incident, attaches both balance lines and the movement history, and proposes the correction. The inventory controller owns the exception, decides which record is right, and speaks for your company. The client responds in the same process, on the network — no portal to log into, no re-keying.
The client's answer comes back onto the balance, so the stock position your team confirms next is based on a settled fact rather than an assumption.
Inventory Incident Details Illustrative
Inventory Visibility & Control, for the CMO - Agentic Business Process All Clients GO
Inventory Reconciliation Incidents
Inventory Incident DetailsView and edit Inventory Incident Details FollowUnfollowAdd Comment NewEdit
Draft To Do Under Investigation Done
General
Display IdentifierINC-3308 CategoryQuantity Variance Incident DateSep 14, 2026, 6:47:00 AM GMT Business PriorityHigh TitleReport: IBR-MAH-20260914 | MAT-10488 lot LT26081142 | Client 212.5 kg vs site 200.0 kg | Variance 12.5 kg Due DateSep 21, 2026, 6:47:00 AM GMT DescriptionReport: IBR-MAH-20260914 | Material MAT-10488, lot LT26081142, storage location RN-CS-04. Client balance 212.5 kg against site balance 200.0 kg. Site consumed 12.5 kg into process order PRO-88120 on Sep 12; consumption record not yet reflected on the client side.Recommended action: client to post the Sep 12 consumption. Status mismatch on lot LT26090773 (released vs quarantine) routed separately.
Participants
Initiator CompanyHALCYON BIOMANUFACTURING Assignee CompanyLINKIVA PHARMA
Product Information
Product Name Item Code Type Item Code Value Product GTIN Lot Number
Adalimumab DS INTERNAL_MATERIAL_CODE MAT-10488 00312345610488 LT26081142
Rows Per Page25Showing 1 - 1 items
Comments and Attachments
Comment AuthorS. Ferreira Inventory controller Last ModifiedSep 14, 2026, 7:12:40 AM GMT CommentTaking this to Linkiva before month-end — adding their materials planner to the incident. I also want QA to confirm the status on LT26090773 before we plan against it.
Followers
FollowerS. Ferreira FollowerClient Inventory Reconciliation Monitor
04 Collaborate

Decisions that drive business outcomes

Every result the agent produces — reconciled, variance, or missing records — lands in the log with its evidence attached. A person makes the call and corrects the record.

It recommends. People decide. The agent never adjusts a balance, changes an inventory status, or moves stock. It reads. It never changes your data. It works from balance reports already flowing over your network link. Your WMS and ERP stay the systems of record. Everything is on the record. Every recommendation, its evidence, and the decision that followed are written to the Manufacturing Inventory Reconciliation Decision Log — reproducible for an auditor months later.
Captured decisions become the intelligence your experts use to refine the agent’s rules.
Manufacturing Inventory Reconciliation Decision Log Details Illustrative
Inventory Visibility & Control, for the CMO - Agentic Business Process All Clients GO
Manufacturing Inventory Reconciliation Decision Log
Manufacturing Inventory Reconciliation Decision Log DetailsView manufacturing inventory reconciliation decision logs. New
Draft To Do In Progress Done
Decision Log Information
Decision Log TitleIBR-MAH-20260914_2026-09-14T06:41:12 Report NumberIBR-MAH-20260914 (MINT for Pharma Supply Chain) Report DateSep 14, 2026, 6:41:12 AM ClientLINKIVA PHARMA Message ID2b91d0aa-77c4-4e02-9d15-6f3a8c1e5b40:INBOUND Creation Date/Time9/14/26, 6:41 AM
Report Vetting Checks
Decision ReasonAll vetting checks passed: report is processable, covers a single owner and site, matches the reporting period of the site balance, and is not a duplicate submission. Decision SummaryBalance report IBR-MAH-20260914 passed all vetting checks and is a candidate for line-level reconciliation. Report Processabletrue Single Owner and Sitetrue Period Matches Site Balancetrue Duplicate Submissionfalse All Lines Identifiedtrue
Balance Line Match Checks
Material · Lot Location Status Client Qty Site Qty Variance Value
MAT-10488 · LT26081142 RN-CS-04 Released 212.5 kg 200.0 kg +$122,500 (12.5 kg)
MAT-10491 · LT26082210 RN-CS-02 Released 480.0 kg 480.0 kg $0 · Reconciled
FG-55120 · LT26090773 RN-FG-11 Released / Quarantine 1,200 1,200 $475,800 at status risk
Rows Per Page25Showing 1 - 3 items
Reconciliation Recommendation
Decision Reason40 of 42 lines reconcile on material, quantity, location, ownership, and status. Line LT26081142 shows a 12.5 kg variance explained by a Sep 12 consumption not posted by the client; line LT26090773 shows a released-vs-quarantine status mismatch pending QA confirmation. Decision SummaryRecommended: reconciled on 40 lines, variance on 2 — client to post consumption, QA to confirm status Outcome Identifierc41e77b3-9a52-4f6d-8e10-2d7b5a9f3c88 Report DispositionVariance — 2 lines Reviewer DecisionConsumption posting requested — S. Ferreira, 8:15 AM Resolution CategoryUnposted Consumption — Resolved

Manage all agentic activity in one place

The Agentic Control Tower is the working surface for your agentic workforce: process health, the exception queue, agent sessions to review. Reports and dashboards turn that activity into data you use to tune where agents run and what they handle.

Agent Manager Illustrative
Inventory Visibility & Control, for the CMO - Agentic Business Process All Clients GO
Agents ABP ABP Assets Agents Agent Profiles Process Networks Actions Chorus Objects Bindings ABP Dashboard ABP Metrics Agent Metrics
Outcome ReportMonitor Client Inventory Reconciliation Monitor outcomes and balance report completion trends FilterSave
Client Inventory Reconciliation Monitor Outcomes
Balance Report Outcomes Breakdown(2)
Submitted28Blocked7Waiting on human14Agent working22Completed34
Balance Reports Received vs Completed(2)
Received293336333133363943434138Completed212531292829303539353530
Reports and Dashboards Illustrative
Inventory Visibility & Control, for the CMO - Agentic Business Process All Clients GO
Query Objects Reports Dashboards Company Marketplace All
Inventory Reconciliation Agent Command CenterMonitor agent activity, reconciliation outcomes, and variances requiring human attention Save
Inventory Reconciliation Log
Inventory Reconciliation Log State(1)
Decision Log 193 DoneUnder Review
Agent Decision Summary(1)
Agent Decision SummaryBy Exceptions 111 Quantity VarianceStatus MismatchMissing Record

Everything the solution includes

This is a complete Agentic Business Process — the agent, the business transactions it reasons over, the collaborative processes that resolve exceptions across companies, and the visibility to run it all.

Client Inventory Reconciliation Monitor The governed OPUS Agent, defined in business language by your team through IOTDR.
Business transactions CMO and MAH inventory balance reports standardized across every client.
Collaborative processes Cross-company inventory incident workflows for resolving variances, plus the decision log.
Agentic Control Tower Where materials management teams monitor process health, prioritize variances, and review agent sessions.
Reports & dashboards Real-time visibility of client-owned stock by material, lot, location, ownership, and status.

Value that compounds with every balance report

100% Of client balance lines reconciled on every report, not at period end
50–70% Less reconciliation effort per client
~90% Fewer client stock disputes reaching the account team
1 record Of ownership, location, quantity, and status agreed with every client

Target ranges for the Client Inventory Reconciliation Monitor, pending your business value analysis. Your figures are baselined against your own transaction data during the Agentic Accelerator Program, so the business case is demonstrated against your own operation.

One agent. A complete operating model behind it.

The Client Inventory Reconciliation Monitor is the Agentic Supply Chain Operating Model in action — one governed OPUS Agent within the transformation TraceLink powers, where human expertise and agentic work combine across the end-to-end supply network.

Every layer is configured around your own operating model, business rules, and standard operating procedures. No custom software development.

01 Agentic Supply Chain Operating Model The transformation itself: a way of running supply chain operations where human teams and governed OPUS Agents work together across the end-to-end supply chain.
02 Agentic Supply Chain Operating System The software foundation that powers the operating model. Powered by the OPUS Platform, it is where you create, deploy, govern, and scale specialized OPUS Agents that work alongside your people.
03 Agentic Business Processes The work model: human teams and governed OPUS Agents performing operational work together through shared objectives, rules, and measurable outcomes. Inventory Visibility & Control for the CMO is one of many.
04 Agentic Control Towers The intelligence environment: the knowledge, reasoning, and operational context humans and OPUS Agents use to monitor, manage, decide, and perform work in real time.
05 Integrate-Once™ Agentic Business Network The governed multienterprise foundation: link once to the network and exchange trusted business transactions with every trading partner — no point-to-point integrations.

Three ways to get here. One is already built.

The AI models are available to everyone. The difference is where the agent's evidence and governance come from — and who has to build and maintain them.

Path one Build it in-house Point-to-point integrations to every trading partner have to exist before the agent can see a single balance report — built and funded by you alone. Governance, audit trails, and validation for a regulated supply chain are designed from scratch. Every partner change, format change, and policy change lands on your team’s backlog — permanently. Years of platform work before the first balance report is reconciled.
Path two A general AI platform Strong models and tooling — but no knowledge of your industry’s transactions, partners, or processes. Cross-company data is still sourced, mapped, and maintained integration by integration. Governance is a consulting engagement: scope, rules, and audit design built for you over time. A platform to build on — the supply chain part is still your project.
The TraceLink path Agentic Business Process The network already exists: 315,000+ authenticated businesses, 339,000+ active supply chain links, hundreds of billions of annual supply chain exchanges, one Integrate-Once™ link. Governance is native — scope, rules, guardrails, and decision logs on trusted, certified infrastructure (ISO/IEC 42001:2023 for AI management systems, ISO 27001, SOC 2 Type II) built for regulated supply chains. The agent is purpose-built for this process and defined in business language — configuration, not code. Proven against your own balance reports through the Agentic Accelerator Program — before you deploy.

The Agentic Accelerator Program

A structured path from discovery to production. Each stage has a clear owner and exit criteria: we define the agent with your team, quantify the value against your own transaction data, and demonstrate the transformed process end to end — so the deployment decision is grounded in evidence from your own operation.

01 Agent Definition Configure the agent’s profile, business logic, and workflows against the approved blueprint.
02 Business Value Analysis Quantify KPI impact, operational gains, and ROI against your own transaction data.
03 Proof of Value The working agent performs the transformed process end to end, in front of your team.
04 Proposal Deployment recommendation, scope, roadmap, and an outcome-based commercial model.
05 Deployment Production at scale, across your full trading-partner network.
Start with Discovery
All Agentic Business Processes

Your network is the reason you can act now

If you exchange inventory balance reports with your MAH clients on the TraceLink network, the foundation is largely in place. Your existing trading-partner relationships, live transaction flows, and network readiness are what make this deployable now.

We will show you which transactions are already live across your own trading partners, and exactly what closing any gap takes.

See your readiness