AI-Generated Data Processing and Visualization Code Development
Description
Manual coding for data processing and visualization creates barriers to AI adoption, requires specialized expertise not available across all teams, and limits agency ability to maximize value of existing data investments as directed by OMB M-25-21.
Detailed example
AI assisted code generation for Excel macros and scripts, Power BI formulas and visualizations, data processing algorithms, automated dashboard templates, and reusable code libraries.
AI / analytics pattern
Generative AI: AI that generates new or synthetic content (e.g., images, videos, audio, text, code).
Automation level / stage
a) Pre-deployment – The use case is in a development or acquisition status.
Expected benefit
Accelerated development of data processing workflows, increased access to advanced analytics capabilities, reduced dependency on specialized programming skills, improved consistency in data visualization standards, and enhanced agency AI maturity through automated code generation capabilities.
Controls / human review
ATO: Not reported; PIA: Not published