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Real-Time Cargo Cold-Chain Temperature Compliance in Pharmaceuticals
A specialized healthcare logistics provider transporting high-value vaccines and biologics in refrigerated trailer units across national distribution networks.
Runs onVahana- elimination of pharmaceutical cargo spoilage incidents
- 100%elimination of pharmaceutical cargo spoilage incidents
- annual cargo loss claims
- $3.2Mannual cargo loss claims
How the work runs
The pressure that made this worth automating, the steps the system runs, and what came out the other side.
Pressure & Trigger Points
- Temperature excursions above strict thermal limits (2°C to 8°C) ruined sensitive pharmaceutical shipments, causing million-dollar cargo losses.
- Legacy standalone temperature loggers were audited only after delivery, discovering spoilage after cargo was delivered.
- Refrigeration unit diesel engine failures during driver rest stops went undetected for hours.
The run · 5 operational steps
Click any step to inspect telemetry signals, model reasoning, and governance gates.
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Continuous Sensor & Telematics Stream
Vahana integrates trailer temperature probes, door open sensors, compressor status, and GPS location into one stream.
Input Signal:
Real-time operational telemetry & queue
Reasoning Pattern:
MCP grounded vector inference
Governance Gate:
Policy constrained with audit write-back
Verified Business Outcomes
- 100% elimination of pharmaceutical cargo spoilage incidents due to reefer failure.
- Saved $3.2M in annual cargo loss claims.
- Zero regulatory compliance non-conformances during pharmaceutical transport audits.
Capabilities this relies on
- signal ingestion
- system connectors
- forecasting
- anomaly detection
- in boundary deployment
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