Cold-Chain Pharma Logistics
Illustrative scenario

Resolve DSCSA Serialization Exceptions in 30 Minutes Instead of Half a Day

For a Director of Supply Chain Compliance at a pharmaceutical manufacturer or wholesale distributor, DSCSA exception resolution is a slow, high-stakes process. When a 2D barcode scan fails at receiving, your team has to manually reconstruct the chain of custody in TraceLink, cross-reference the SAP receiving PO, and determine disposition — all without an integrated workflow. At 4–6 hours per exception, that's a significant operational drag on a process where speed and accuracy both matter.

Up and running in ~4 wkFor: Director of Supply Chain Compliance
Estimate your payback
~3 mo
Payback period
$180K
Est. savings / year
+$132K
Year-1 net

Rough estimate — change the numbers to match your business. We scope the real figures with you on a call.

Where DSCSA Exception Investigation Breaks Down

The Drug Supply Chain Security Act requires that pharmaceutical distributors and manufacturers verify serialization at every change of ownership. The verification itself is largely automated — but exceptions break the automated path. When a serial number fails verification, your compliance team has to manually query TraceLink EPCIS transaction history, trace the unit through each prior custodian, and correlate that history against what SAP received on the PO. The problem isn't complexity; it's that none of these systems talk to each other during exception investigation. TraceLink, SAP S/4HANA, and Veeva Vault QMS each hold a piece of the picture, and your team has to assemble it by hand — four to six hours at a time.

Integrating Exception Investigation Across TraceLink, SAP, and Veeva

An AI Labor Company agent mines your compliance team's Microsoft Teams exception threads and TraceLink EPCIS records to map the investigation workflow your team already uses. The deployed agent reads each failed serialization verification event, queries TraceLink EPCIS history to reconstruct chain-of-custody for the flagged serial number, cross-references the inbound SAP receiving PO, and generates a structured exception report with a recommended disposition — accept with documented explanation, quarantine, or return. Your compliance director reviews the package and approves disposition within 30 minutes. The agent does the data assembly; you make the call.

The Business Case: Compliance Capacity and Risk Reduction

Reducing DSCSA exception resolution from 4–6 hours to under 30 minutes is primarily a risk and capacity story. From a risk standpoint, faster resolution reduces the window during which noncompliant product could move through your facility, and creates a more complete audit trail that's structured for FDA inspection rather than reconstructed from Teams messages. From a capacity standpoint, compliance staff time freed from exception investigation can shift to higher-priority activities — training, process improvement, or supporting a larger receiving volume without adding headcount. Teams in this position typically see 65–85% reduction in exception resolution time, with the agent live in roughly 4 weeks.

Works with
SAP S/4HANATracelinkVeeva Vault QMSManhattan WMSMicrosoft Teams
Questions

Does the agent handle both manufacturer and wholesale distributor scenarios, or just one?

The agent is configured to your specific role in the supply chain — manufacturer, wholesale distributor, or dispenser. The EPCIS query logic and disposition options are tailored to your transaction type (T3 for wholesale, T1 for manufacturer) during the workflow extraction phase.

How does the agent handle cases where the serial number simply doesn't exist in TraceLink's EPCIS records?

If the serial number has no EPCIS transaction history — which itself is a significant compliance signal — the agent flags the exception as a potential suspect product case and generates a report structured for your suspect product investigation SOP, including the information required for FDA notification if warranted.

Related use cases

Illustrative scenario for operations, manufacturing & logistics. Figures are example ranges, not guarantees — we scope real numbers with you on a call.

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