ACTIVITY BASED REAL-TIME PRODUCTION INSTRUCTION ADAPTATION

A manufacturing process for automatically delivering an appropriate level of instructions to a manufacturing operator on demand based on the manufacturing operator's level of activity and performance, the particular characteristics of the product being manufactured, and the particular production environment. Responsive to receiving an order for a product, the manufacturing process identifies an authorization level assigned to an operator performing a particular manufacturing activity on a part in the product and assigns a default level of instructions to the operator based on the authorization level. The process collects and models characteristics about the manufacturing environment, performance history of the operator, and knowledge decay of the operator to determine an appropriate level of instructions to provide to the operator performing a particular manufacturing activity. The manufacturing instructions associated with the appropriate level of instructions are then provided to the operator.