V20 · Industry & Operations
Cold Chain & Temperature Integrity
← Back to Industry & Operations clusterA single temperature excursion can destroy $100K in pharmaceuticals,
$50K in seafood, or a human organ. Temperature compliance isn't optional — it's
regulated, audited, and the basis for product acceptance or rejection.
Sensor→
Ingest→
Interpret→
Decide→
Act→
Outcome→
Learn↩
Data In — Sensors
- Temperature (multi-point: air, product core, wall, floor, door frame)
- Humidity (relative, dew point)
- Door events (open/close, duration, frequency)
- GPS (mobile: truck, container, air cargo)
- Shock / vibration / tilt (product handling quality)
- Light exposure (photosensitive pharmaceuticals, wine)
- Barometric pressure (altitude changes affecting product)
- Defrost cycle (compressor, evaporator, heater status)
- Refrigerant pressure (system health)
- Power supply status (utility, generator, UPS)
- Backup alarm (battery-powered independent sensor — last resort)
Interpret — What the AI does with it
- Excursion detection: temperature outside range → is it a door opening (transient) or system failure (sustained)?
- Predictive trajectory: current temp + rate of change → when will it leave range? (Time to alarm)
- Mean kinetic temperature (MKT): cumulative thermal exposure for pharma products
- Chain-of-custody integrity: unbroken temperature record from origin to destination
- System health: compressor cycle frequency, defrost pattern, refrigerant pressure = predictive maintenance
- Door discipline: which dock door stays open too long? Which shift has the worst door habits?
Decide & Act — The decision rules
- Excursion confirmed → Alert operator, document start time, begin mitigation
- Sustained excursion → Escalate to manager, quarantine product, regulatory notification
- Predictive excursion (system degrading) → Alert maintenance BEFORE product is affected
- Compressor failure → Switch to backup, alert maintenance, calculate time buffer
- Door held open → Audio alarm at dock, alert supervisor
- Power failure → Activate backup monitoring, calculate hold-over time, prioritize loads
- MKT threshold approached → Re-evaluate product disposition, consult quality
Outcome & Learn — Closing the loop
- Excursion root causes (door discipline, equipment failure, loading errors)
- Hold-over time accuracy (how long does this unit maintain temp after power loss?)
- Predictive maintenance effectiveness (prevented excursions from equipment failure)
- Product loss prevented (value saved by early intervention)
Industries Served
- Pharmaceutical distribution (vaccine cold chain, biologics, clinical trial materials)
- Blood banks / organ transport (life-critical temperature integrity)
- Grocery / supermarket (refrigeration cases, walk-in coolers/freezers, deli, bakery)
- Food distribution / foodservice (restaurant supply, catering, meal delivery)
- Seafood / meat processing (HACCP compliance, cold storage, transport)
- Floral industry (temperature-sensitive perishables)
- Chemical / reagent distribution (temperature-sensitive chemicals)
- Biotech / life sciences (cell therapy, gene therapy, lab specimens)
- Wine / craft beverage (storage and transport)
- Chocolate / confectionery (temper-sensitive products)
- Frozen food manufacturing (blast freezing, IQF, cold storage)
- Hospital pharmacy (medication storage, vaccine, blood products)
Regulatory Frameworks
FDA 21 CFR Part 11 (electronic records), EU GDP (Good Distribution Practice), WHO vaccine cold chain (PQS), FSMA (Food Safety Modernization Act), HACCP, USDA cold chain requirements, IATA Perishable Cargo (PCR), EU Regulation 853/2004 (food hygiene)
Transport
BLE (in-container/in-truck — metal shielding blocks WiFi), Reticulum (warehouse mesh — metal buildings attenuate signals), MQTT (cloud), NB-IoT/LTE-M (in-transit cellular)
Deploy Cold Chain & Temperature Integrity today
Start free with Scout — 5 edge agents, 10K events/month. Scale when you need to.
All tiers available for this vertical.
Scout is free forever (5 agents, 10K events/mo). Hive is $299/mo. Swarm is $999/mo. Colony is custom.
Bundle discount: 20% off when paired with an active midmen.ai or augmen.app subscription.
Scout
Free
5 edge agents · 10K events/mo
MQTT + HTTP transport
Community support
MQTT + HTTP transport
Community support
Hive
$299/mo
50 edge agents · 500K events/mo
All transports
Email support
All transports
Email support
Swarm
$999/mo
500 agents · 10M events/mo
All + fleet consensus
Priority support
All + fleet consensus
Priority support
Colony
Custom
Unlimited agents & events
Dedicated infrastructure
SLA + on-site
Dedicated infrastructure
SLA + on-site