Unify Shield
M
Presentation Workspace

Concept-note build with safe demo data, reviewer workflow, and human-in-the-loop guardrails.

Run Results

Run/run-9001

completed

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

Dataset
dataset-2026-001
Vectors
3
Flags
2
Pipeline

Analysis pipeline steps

Load dataset

Reading rows and normalizing columns

Evaluate rules

Applying deterministic rule vectors

Run similarity

Embedding and scoring against corpus

Score applications

Compositing signals into fraud score

Complete

Results written to flag queue

Run metadata
startedMar 6, 2026, 4:40 PMcompletedMar 6, 2026, 4:48 PMtriggered bymaya.singh@agency.govvectors3
Vector IDs
vector-101vector-102vector-104
Flag Queue

Flagged applications

ApplicationFraud scoreMatched vectorsDispositionReview
#7781
dataset-2026-001/row-7781
94%
Shared Address + IP ReuseOrganized Fraud Similarity ClusterGo2Bank / Green Dot + Utility Template
pendingExplain
#7782
dataset-2026-001/row-7782
81%
Digital Gift Card + Tax Return
confirmedExplain
2 results