OMB Individually Reported
Using AI to analyze Taxpayer Burden Survey open-ended responses
Low riskExact public inventory row
Description
Large amounts of qualitative data need to be coded to convert to quantitative data for analysis.
Detailed example
Natural language summaries of open-ended survey response
AI / analytics pattern
Natural Language Processing: AI that processes, interprets, and shares information in human language.
Automation level / stage
a) Pre-deployment – The use case is in a development or acquisition status.
Expected benefit
Reduced level of effort and objective summarization of qualitative data; Complete data from surveys
Audit / financial statement impact
The output is not presumed to be high-impact and is not used as the principal basis for significant decisions/actions
Controls / human review
ATO: Not reported; PIA: Not published