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Demo workspace — safe sample data and reviewer workflow. No real applicants.

Organized Fraud Similarity Clustersimilarity

Compares normalized rental assistance application fingerprints against a confirmed fraud corpus of template reuse and payment-risk cases.

Similarity search configuration

This vector compares each normalized application embedding against the tagged fraud corpus using pgvector.

Corpus tag
multi-household-ring
Threshold
0.83
Unify Shield | Program Fraud Detection