ART-79 · Wave 17 · Settlement Discipline · Fail Prediction

Settlement-Fail Predictor

Scores a trade's fail probability from anonymized configuration features — SSI match status, instrument liquidity tier, counterparty fail-history band, deadline proximity, and inventory status — and ranks a batch for pre-settlement intervention. No PII: features are categorical/band-level only. Part of the settlement-discipline-failpredict chain.

No PII — band-level features only SSI root cause ~30% of fails Transparent weighted scorecard
🔒 All inputs are processed locally in your browser. No data is transmitted. Do not enter real personal data — use synthetic or anonymised inputs only.
Trade features (categorical / band-level — no PII)
Trade 1
Batch summary
Scored trades
Compliance flags
OpenChainGraph v0.4 artifact · execution_hash:

    
    
  

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 `predict_settlement_fail`. Task: Score a trade's fail probability from anonymized configuration features (SSI match status, instrument liquidity tier, counterparty fail-history band, deadline proximity, partial-settlement availability) and ranks a batch for pre-settlement intervention.
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-79-settlement-fail-predictor.html#p=v1.H4sIAAAAAAAA_wECAP3_e31Dv6ajAgAAAA