Unify Shield
M
Presentation Workspace

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

Detection

Track analysis history and status

Every Unify Program Integrity Pilot run records the dataset, selected vectors, operator, and completion status for auditability.

Total Runs
2
Active
1
Completed
1 complete • 0 failed
Run Launcher

Start a real analysis run

Seed the MVP rule catalog, choose a mapped dataset, and launch a deterministic fraud-analysis pass without leaving the app.

Runnable Datasets
2
Rule Vectors
3
Selection
3 rule vectors selected
Demo mode is active. Uploads, seeding, and runs are safe to click, but they will not persist until Supabase is configured.
Rule Vectors
Similarity vectors are intentionally excluded from the MVP launcher.
Rental Assistance Intake - March Pilot

This run will analyze 12,840 mapped rows using 3 deterministic rule vectors.

Runs only execute against mapped datasets and selected rule vectors.
Run History

Recent analysis activity

Analysis Run

run-9001

Dataset dataset-2026-001 · Triggered by maya.singh@agency.gov

completed
Started Mar 6, 2026, 4:40 PM · Completed Mar 6, 2026, 4:48 PMView results
Analysis Run

run-9002

Dataset dataset-2026-002 · Triggered by jordan.lee@agency.gov

running
Started Mar 6, 2026, 8:10 PMView results
Unify Shield | Program Fraud Detection