Patent ID: 11971804
Assignee: ALLSTATE INSURANCE COMPANY
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 8:
9. An intelligent technical debt helper bot system, comprising:
an artificial intelligence neural network model;
one or more processors;
one or more memory components communicatively coupled to the one or more processors and the artificial intelligence neural network model; and
machine-readable instructions stored in the one or more memory components that cause the one or more processors to perform at least the following:
receive a level of technical debt associated with a technical debt of a computer program code;
determine whether the level of technical debt is greater than a technical debt threshold; generate, using the artificial intelligence neural network model and based on the computer program code, an automated code recommendation to address the technical debt of the computer program code when the level of technical debt is greater than the technical debt threshold, wherein the automated code recommendation comprises one or more recommendations to re-arrange the computer program code, add to the computer program code, remove from the computer program code, or combinations thereof to reduce the level of technical debt, eliminate the technical debt, or combinations thereof; and
train the artificial intelligence neural network model, wherein training the artificial intelligence neural network model comprises learning to identify forms of computer program code that contribute to increases in the level of technical debt and generate the automated code recommendation from one or more sets of computer program code labeled with a corresponding technical debt.