AI Use Case

Optimise manufacturing process in real time so as to determine where to dedicate resources to reduce bottlenecks and cycle time

Optimise manufacturing process in real time—determine where to dedicate resources to reduce bottlenecks and cycle time. This requires building clear data-led models, often with IoT input and can lead to significant savings - although getting it wrong can be disastrous.

Function

Manufacturing

General Manufacturing

Benefits

Cost - Reduced inventory costs,Cost - Asset uptime optimisation,Operational - Process speed up

Case Studies

Tesla Inc~Tesla falls more than 15% short of Model 3 production goal due to over-automation of the production line

Industry

Consumer Goods And Services

Automobiles And Parts

Data Sets

Time series,Structured / Semi-structured

AI Technologies

ML Task - Action Selection - Reinforcement Learning ,Traditional AI,Product - Data Capture - Sensor IoT

Potential Vendors