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

run-9001Completed

Review the Unify Program Integrity Pilot flagged queue, sort by fraud score, and drill into individual applications.

Dataset
dataset-2026-001
Vectors
3
Flags raised
2

Analysis pipeline

  1. Load dataset

    Read rows and normalize columns

  2. Evaluate rules

    Apply deterministic rule vectors

  3. Run similarity

    Embed and score against corpus

  4. Score applications

    Composite signals into a fraud score

  5. Complete

    Results written to the flag queue

Started
Mar 6, 2026, 4:40 PM
Completed
Mar 6, 2026, 4:48 PM
Triggered by
maya.singh@agency.gov
Vector IDs
vector-101vector-102vector-104

Flagged applications

Open any row to review the evidence.

ApplicationFraud scoreMatched vectorsStatusReview
Row #7781
dataset-2026-001
94% · High
Shared Address + IP ReuseOrganized Fraud Similarity ClusterGo2Bank / Green Dot + Utility Template
Pending reviewReview
Row #7782
dataset-2026-001
81% · High
Digital Gift Card + Tax Return
Confirmed fraudReview
2 results