Device that detects temperature, humidity, vibration, shock, acceleration etc, along with other information such as Route, carrier, zone, shipping method etc. Collected data is pushed to an AI based software that trains the models that can predict outcomes based on route, carrier etc

'acceler':8 'ai':28 'along':10 'base':29,39 'carrier':17,42 'collect':22 'data':23 'detect':3 'devic':1 'etc':9,21,43 'humid':5 'inform':13 'method':20 'model':34 'outcom':38 'predict':37 'push':25 'rout':16,41 'ship':19 'shock':7 'softwar':30 'temperatur':4 'train':32 'vibrat':6 'zone':18

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