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
Potential Vendors
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