OMB Individually Reported
Link Analysis and Chart Creation from Narrative Summaries
High riskExact public inventory row
Description
Linkages are generally identified manually based on human review of unstructured narratives. This is time consuming.
Detailed example
Recommmendation Sample of narrative to identify and create links in correlated data
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
AI batch review of large groups of data sources to identify linkages, permiting staff to focus their review and analysis.
Controls / human review
ATO: Not reported; PIA: Not published