OMB Individually Reported

Large Language Model (LLM) Chatbot for Proof of Concept

Low riskExact public inventory row

Description

Code Assistance - Generating, debugging, and documenting code

Detailed example

Code comments, documentation, improvement suggestions

AI / analytics pattern

Generative AI: AI that generates new or synthetic content (e.g., images, videos, audio, text, code).

Automation level / stage

b) Pilot – The use case has been deployed in a limited test or pilot capacity.

Expected benefit

Test PaaS to assist developers. The LLM will generate comments and documentation alongside code snippets, promoting better code understanding and maintainability. The LLM works with COBOL, JAVA, Angular, and other programming languages, making it versatile for multi-language projects. The LLM has the ability to catch common mistakes, improving code quality and reducing debugging time, thereby accelerating the overall coding process.

Audit / financial statement impact

The tool, once deployed, is only for productivity and does not impact any of the defined high-impact areas

Controls / human review

ATO: No; PIA: Not published

Data needed

N/A. Evaluating tools only at this stage