Discovery Brief: Cold-chain Monitoring

The Problem & Our Current Understanding

Stakeholders involved in the transportation of temperature-sensitive shipments currently do not have any mechanism to constantly monitor temperature readings for such packages during the shipment journey. The lack of real-time monitoring and alert mechanisms increases the risk of spoilage of such goods in terms of ruined vaccines, pharmaceuticals, biological lab samples, or failure to safely delivering perishable goods. This results in financial loss, reduced product efficacy, non-adherence to regulatory compliance, and potential harm to end users.

Therefore, a reliable cold-chain monitoring system is essential to track, record, and alert stakeholders of temperature deviations throughout the shipment journey, enabling timely intervention and preserving the integrity of the transported goods.

Target Users & Context

User Role	Type	Primary Needs	Work conditions
Courier Clients	Primary	Place orders with temperature-sensitive items Need to ensure temperature-sensitive items are delivered without spoilage need to know where their goods are at all times, track delays, losses, or damages, and identify where they occurred proactively update their clients if issues/delays/Compliance requirements are violated	operate in high-paced, logistics-intensive environments, need for speed, accuracy, visibility, and coordination, Multiple shipments must be dispatched, tracked, and confirmed daily
Dispatchers	Primary	Constantly monitor shipment deliveries and ensure shipments meet the necessary SLAs, thresholds and compliance during transit coordinate with drivers for remedial actions in case of SLA/compliance threshold violations	Multi-tasking, time-constrained, stressed to ensure optimized operations, need to make quick decisions and on-the-fly work adjustments, constantly stay in touch with drivers, moderate tech-savviness
Drivers	Secondary	Need to ensure temperature-sensitive shipments are properly being handled according to the required thresholds Take on-the-spot remedial actions to ensure temp-related SLAs are not violated Ensure such shipments are delivered without spoilage	Stressed to ensure on-time delivery, could experience chaotic driving conditions such as unexpected traffic surge, road blocks, accidents, pings from dispatches, on-the-spot adjustments to their schedules and assigned work

JTBD

When I am transporting temperature-sensitive goods, I want to monitor and receive real-time alerts about any temperature deviations, so that I can take immediate action to prevent product spoilage and ensure regulatory compliance.

Current Pains & Impact:

Risk of spoilage
Financial loss to the shipper
Violations of client SLA
Non-adherence to Regulatory compliance
Potential harm to end users resulting from spoiled goods.
Driver Frustration: Temperature excursions on shipments could cause stress for drivers.
Customer Dissatisfaction: Shipments spoiled during transit can lead to customer losing confidence in the quality of service provided by their couriers & result in loss of business for the courier due to unhappy customer

Current Workarounds:

o Use insulated boxes, gel packs, or dry ice.

o Reduce transit duration to stay within the known safe window of cooling materials.

o Plan routes to minimize exposure to heat or cold, and prioritize fastest paths.

Opportunity

real-time monitoring of temperature-sensitive shipments could result in ≥50% reduction in spoilage incidents.
Should be able to provide a fully recorded temperature history for > 80% of monitored shipments.
70%+ of eligible cold chain shipments are shipped with a smart label attached
Potentially improve the CSAT score by 10% by reducing shipment spoilage & reporting real-time temperature data to the shipper
Have the opportunity to reduce cold-chain related claims within the first year by At-least 50%.

Benefits

Minimizes financial loss, improves customer satisfaction, and reduces insurance claims.
Real-time alerts allow for immediate action when temperature excursions occur.
Meet stringent cold chain requirements for high-value, regulated goods.
Provide end-to-end temperature data to clients and regulators.
Provide concrete evidence in case of client complaints or insurance claims.
Real-time monitoring enables timely intervention and preserving the integrity of the transported goods without any risk of spoilage.

Key Objectives & Success Metrics (FY2025 Q3-Q4)

Temperature Compliance Rate (%)

Definition: Percentage of shipments that stayed within the required temperature range throughout transit.
Goal: >80% per month

Cold Chain Breach Rate (%)

Definition: Percentage of shipments that experienced a temperature excursion.
Goal: < 10% per month

Inventory Loss Due to Spoilage ($)

Definition: Dollar value of products lost due to improper shipping conditions.
Goal: must be < $1000 during a one month period

Temperature-excursion response time (% )

90% of temperature alerts are responded to by operations within 5 minutes.

Hypotheses & Assumptions

Hypotheses1 : “Implementing real-time cold-chain monitoring reduces product spoilage rates during transportation.”

Validation: Measure spoilage rates for a sample of shipments for a month before and after implementing the cold-chain monitoring.

Hypothesis 2:“Cold-chain monitoring increases customer trust and satisfaction by improving shipment transparency”

Validation: Compare CSAT before and after providing access to temperature data.

Hypothesis 3:“Using cold-chain monitoring reduces insurance claims related to temperature damage.”

Validation: Monitor number of claims filed before and after implementing the temperature monitoring.

Discovery partners & interested customers

Associated - currently uses TIVE (SensiTech) for cold-chain monitoring and would like to see an integration with CXT

Capstone Logistics 383 - Wants temperature capture at pickup, transit, drop‑off integrated into mobile workflow.

Lab Logistics 328 - BioTouch requests improved temperature control features inside CXT Driver, including real‑time alerts if samples exceed thresholds.

NOW - RI 168 - NOW RI would like device‑level temperature monitoring linked to jobs so labs automatically see cold‑chain compliance.