Use Cases

Catching a cold-chain excursion before it reaches the customer

Control-tower telemetry and automated exception recovery across a multi-carrier cold-chain network

Aerial view of a refrigerated trucking yard at a cold-chain distribution hub

USE CASE / LOGISTICS OS

Published product metrics

Exception detection

< 5 s

Carrier API integration

Plug-and-play

Freight audit accuracy

100%

These figures match the published metrics on the Predictim OPTIA Logistics OS product page — this walkthrough is a composite scenario, not a specific engagement.

The challenge

Control-tower telemetry and automated exception recovery across a multi-carrier cold-chain network

Segment: Cold-chain multi-carrier distribution

Cold-chain networks typically span multiple carriers, each with its own tracking system and none with visibility into the others. A temperature excursion during a handover, a missed customs clearance, or a route deviation mid-voyage often only surfaces when the receiving party inspects the load — by then, the product is already compromised and the claims process is the first anyone hears of it.

The approach

How the deployment was structured

One map for every leg

Real-time IoT feeds from trucks, warehouses, and containers — temperature, humidity, shock, location — aggregate into a single operational map spanning every carrier on the route.

Automated exception resolution

When telemetry detects a temperature excursion, delay, or route deviation mid-voyage, recovery routes or carrier transfers trigger automatically via smart rules, not a claims desk after delivery.

Chain-of-custody as it happens

Every custody transfer, signature, and environmental log is secured as a cryptographic record, producing compliance reports for audit and insurance without a manual reconstruction.

Billing reconciled against telemetry

Freight invoices are matched against GPS telemetry and contract rate cards automatically, catching billing discrepancies at the same time as service ones.

What changed

Watching every leg through one control tower — instead of trusting each carrier's own system — is what turns a cold-chain excursion into an automated recovery instead of a claim filed after delivery.

Product used