Federal / Audit / Finance
Open-response topic identification
Exact public inventory example
Description
Uses unsupervised NLP to identify themes in public engagement questionnaire responses.
AI / analytics pattern
Unsupervised NLP / clustering
Automation level / stage
Pre-deployment
Expected benefit
Faster public engagement analysis
Controls / human review
Validate themes with subject-matter experts.