Patent ID: 11907881
Assignee: UVA IP LLC
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 0:
1. An apparatus for generating a process enhancement, the apparatus comprising:
at least a processor; and
a memory communicatively connected to the at least a processor, wherein the memory contains instructions configuring the at least a processor to:
receive process data;
receive user input;
determine a plurality of response modules as a function of the user input;
determine a modification target as function of the plurality of response modules, wherein determining the modification target comprises:
calculating an importance score for each response module of the plurality of response modules;
ranking each response module of the plurality of response modules as a function of the importance score; and
determining the modification target as a function of the ranking;

identify at least a process modification as a function of the process data and the modification target, wherein identifying the at least a process modification comprises:
generating module training data, wherein the module training data comprises correlations of process modules to process modifications, wherein the module training data is preprocessed by the processor using a data cleaning algorithm;
training a response module machine learning model using the module training data, wherein the response module machine learning model receives the modification target and process data as input and outputs at least a process modification; and
determining the at least a process modification as a function of the response module machine learning model; and

generate the process enhancement as a function of the at least a process modification.