ART-97 · Wave 19 · Sanctions · Program Quality

Sanctions Screening-Program Quality Scorer

Wolfsberg-aligned engine-quality scorecard: list coverage + match calibration + alert tuning + escalation workflow + model validation → composite program-conformance grade and improvement priorities. Part of the sanctions-screening-quality chain.

Wolfsberg 2019 FATF Rec. 6 OFAC · OFSI
🔒 All inputs are processed locally in your browser. No data is transmitted. Do not enter real personal data — use synthetic or anonymised inputs only.
Quality Inputs
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Program Grade
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Composite Score %
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Components Failing
Component scores
DECISION-SUPPORT DRAFT. Program grades reflect inputs only — comprehensive assessment requires examination of underlying evidence. Verify Wolfsberg/FATF/OFAC/OFSI guidance for current expectations.
OpenChainGraph v0.4 artifact · execution_hash:
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Ask your agent

    
  

  
Copy this paragraph into Claude, OpenClaw, or any MCP-aware agent to run this exact tool, with this sample, and verify the artifact.

  
Run the AINumbers MCP tool `score_sanctions_screening_quality`. Task: Wolfsberg-aligned screening-program quality scorecard: list coverage + match calibration + alert tuning + escalation workflow + model validation -> composite program-conformance grade and improvement priorities.
Call it with arguments: {"policy_parameters":{}}
Verify before trusting: call `verify_execution_hash` on mcp.ainumbers.co (https://mcp.ainumbers.co/mcp) with the parameter `claimed_hash` set to the returned `execution_hash`, passing the full artifact the run returned (the object containing `policy_parameters` + `output_payload` + `execution_hash`; equivalently `policy_parameters` + `output_payload` with `claimed_hash`), not the bare hash string.
Return the ledger link https://ledger.ainumbers.co/ so a human can re-verify without contacting us.
PII rule: All inputs are processed locally in your browser. No data is transmitted. Do not enter real personal data — use synthetic or anonymised inputs only.
Open the tool with the sample prefilled: https://ainumbers.co/chaingraph/art-97-sanctions-screening-quality-scorer.html#p=v1.H4sIAAAAAAAA_wECAP3_e31Dv6ajAgAAAA