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Automating cold-chain exception administration
Short answer
Temperature exception automation links an alert from a data logger to the right shipment by the time the device was assigned, attaches the cargo's temperature requirements and gathers further alerts from the same event. The quality department assesses the deviation and decides about the goods. At Syntalith the automation costs from €3,000 net, and with 300 temperature alerts a month at 12 minutes each it pays back in 2.1 months.
How we workDetails ↓
- 01Call30 minutes with an engineer, free
- 02PrototypeA working system on your process and data, free
- 03ImplementationTarget and fixed price in the contract; 50% at signing
- 04Acceptance50% once the agreed target is met
- net for the automation of one process, build paid once
- from €3,000
- from signing the contract to acceptance
- 2–6 weeks
- free prototype on your cases
- €0
We belong to the OpenAI and Anthropic partner programmes and learn through their official courses. What this means ↓
Author: Syntalith · 3 min read
Statistics
Logistics and AI: statistics 2026
2.1 mo.
payback of a €3,000 automation at 300 temperature alerts a month: €2,094 of work today, €634 with checking and the model. Scenario.
11.2%
According to Eurostat (2025), 11.2% of EU transport and storage companies with at least 10 employees used AI.
Source: Eurostat, artificial intelligence by NACE activity (2025) ↗
90%
According to the European Commission (2026), 90% of companies using AI say that people take the decisions, and 2% of decisions are fully automated.
Source: European Commission, Flash Eurobarometer 578 (2026) ↗
−87%
According to Anthropic (2025), AI cuts the time of a task on invoices, memos and other documents by an estimated 87%.
Source: Anthropic, Estimating AI productivity gains (2025) ↗
14–56%
According to Anthropic (2025), studies with a control group found smaller time savings, from 14% to 56%.
Source: Anthropic, Estimating AI productivity gains (2025) ↗
Figures checked: 22 October 2026
Cold chain alerts: the same logger travels in different shipments
A dispatcher receives a temperature alert from a data logger, and the message holds only the device number. The logger was used earlier on another consignment, so matching by number points to the wrong shipment. Before passing the alert to the quality person, the dispatcher searches three places to find which consignment the device travelled with, and when.
The automation assigns the alert to a shipment by the time the logger was linked to it. The employee opens the reading with its time and unit and checks the match. When the link is missing, the case goes for clarification. The document with the temperature requirements the company named appears with the shipment, and the person responsible for quality decides whether the goods can still be sold.
- Further alerts from the same event gathered on one shipment
- The duration of the deviation and gaps in readings kept
- Missing logger data marked apart from an exceedance
- The carrier's reply and the quality decision on the same event
GS1's EPCIS and CBV 2.0 guideline from March 2023 describes events that link goods, time, place and context. It is a good pattern for recording a deviation on a shipment.
What automating temperature exceptions costs and when it pays back
- Today
- 300 temperature alerts × 12 min = 60 h (€2,094)
- With the system, a person checks the output in 30% of the time
- €628
- Model, 2 calls per case, Claude Sonnet 5.5
- €6
- Cost of one case
- €6.98 today, €2.11 with the system
- Saving
- €1,460 a month
Payback of €3,000
2.1 months
The volume, the time and the checking share are the scenario's assumptions. €34.90 an hour is the EU average hourly labour cost for 2025 according to Eurostat. Model: 4,000 input tokens and 400 output tokens per call at Anthropic's rates, converted at the ECB rate of 1.1205 USD per euro on 22 October 2026.
The count covers the work around each case: searching, reading, writing and handing over. What remains is the time to check the result, 30% of today's work in the scenario. Before the quote we measure both times on 20 to 100 cases the team has already handled, in a free test that takes 5 working days.
A bigger cost than the dispatcher's hours is goods assessed too late. When an alert waits hours to be assigned, the shipment may already be with the consignee, and the decision about the goods comes after the fact. So in the test we count the time from the alert to handing a complete event to the quality department.
First check your monitoring platform
If your temperature monitoring platform already links the logger to the consignment and lets you run clarifications, configuring it is enough. Ordinary rules handle known identifiers and the time the device was assigned. AI helps with longer correspondence from the carrier and the consignee that needs summarising on the event. An integration makes sense when alerts come from the platform, shipments sit in another system and the requirements in a third.
The platform links the logger to the consignment
configure the platform
no build
A few alerts a month
manual assignment with a checklist
no build
Hundreds of alerts, shipments and requirements in different systems
an automation of assignment and events
from €3,000
Where to start
The first project covers a chosen group of shipments and the loggers in use, with a test on events from the last few months. We build this kind of system as part of our AI automations. For the free process review, a description of one case from the last few weeks and the tools it went through is enough. You do not need to send confidential documents, and you receive a written plan within 2 working days.
Worked example · Scenario
How we count the payback: AI in logistics
We run the same count for your shipments in the free process review.
€1,745
a month for retyping 1,000 CMR and POD documents
Payback: 2 mo.
3 minutes per document and checking in 15% of the old time are our assumptions. €34.90 an hour is the EU average hourly labour cost for 2025 according to Eurostat, for companies with 10 or more employees. We use it here in place of a transport sector wage. Model cost: 0.007617 USD per reading, measured in our system, which is about €0.0069 per document, at the ECB rate of 1.1205 USD per euro on 22 October 2026.
See the full calculation →