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Predicting the risk of mission failure in shipments of pharmaceuticals

We applied a set of machine learning techniques to predict the risk of shipment-failure in shipments of temperature-sensitive pharmaceutical goods.

This client is one of the world’s leading providers of solutions for tracking sensitive pharmaceutical goods during shipment and throughout the whole supply chain. Each shipment is tracked minute-by-minute by a temperature logger.

AI for logistics

Predicting when rented equipment will be returned

As one of the largest rental equipment providers in the Nordics and suppliers to thousands of construction sites, this client needed a system capable of predicting when lent out equipment was expected to be returned.

The goal was to optimize the vast logistics chain by minimizing unnecessary transports between their local shops and main warehouses.

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Predicting the risk of mission failure in shipments of pharmaceuticals

We applied a set of machine learning techniques to predict the risk of shipment-failure in shipments of temperature-sensitive pharmaceutical goods.

Predicting when rented equipment will be returned

As one of the largest rental equipment providers in the Nordics and suppliers to thousands of construction sites, this client needed a system capable of predicting when lent out equipment was expected to be returned.