USAspending Natural Language Search Initiative
Description
Contextual Research (Exploring policies, regulations, trends, and strategic topics)
Detailed example
Enhanced search and intuitive experience for users
AI / analytics pattern
Natural Language Processing: AI that processes, interprets, and shares information in human language.
Automation level / stage
b) Pilot – The use case has been deployed in a limited test or pilot capacity.
Expected benefit
Pilot a free text search function for new users to access insights from USAspending.gov in a more intuitive way. This effort will also accelerate technical solutioning and future development, and aid in PO decision-making/prioritization. This pilot will use LLM best practices and technology to accept natural language searches from users. Test Use of Natural Language Cloud Service to enhance User Search Experience in USA Spending
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