AGENT 20 / 11 · RETAIL & E-COMMERCE · LIFE SCIENCES & PHARMA R&D

Drug Supply Chain Integrity Agent

Watches temperature-sensitive shipments in real time and cross-checks serialized units against the expected chain of custody, catching excursions and diversion risk before product reaches a patient.

READS FROMIoT cold-chain sensors, serialization / track-and-trace ledger

MCP SERVERLife Sciences Data Server

MODELRouted to lightweight monitoring model

HANDS OFF TOQuality & Compliance review queue

RUN THE AGENT

Set your shipment volume, model the detection speed

Adjust shipment volume, excursion rate and detection time and the agent recalculates spoilage risk avoided instantly.

ASSUMPTIONS

Monthly shipments 4000

Shipments with a temperature excursion 4%

Average shipment value (£) 8000

Manual detection time (hrs) 18

Agent detection time (hrs) 0.5

Spoilage risk growth per hour undetected 3%

Serialization / track-and-trace mismatch rate 0.8%

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Excursions detected / month

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Value at risk saved / month

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Agent detection time

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Serialization mismatches flagged

Metric	Value

HOW IT WORKS

What the agent actually does

1. Monitor the cold chain	Ingests IoT temperature and humidity sensor data from every shipment in transit in real time.
2. Detect excursions instantly	Flags a temperature or handling excursion the moment it happens, rather than at the next manual check-in.
3. Cross-check serialization	Matches each unit's serialized identifier against the expected chain of custody to catch diversion or counterfeit risk.
4. Hand off	Triggers an immediate hold/reroute action for at-risk shipments and routes confirmed integrity breaches to the compliance review queue.