I Ran 500 OFAC Checks Unsupervised. It Missed 3 Real Hits

说明与用途

自动化代理使用RapidAPI处理了500个名称，但错过了3个真实的OFAC制裁，凸显了仅依赖模糊匹配阈值的风险。

问题

Automated sanctions screening can miss real OFAC designations if fuzzy match thresholds are too low.

结果

The autonomous agent processed 500 names, flagged 497 as CLEAN, but missed 3 real OFAC designations, highlighting the risk of relying solely on fuzzy matching thresholds.

工作流

• 1. Configure RapidAPI sanctions screener endpoint with API key.
• 2. Define agent decision logic: AUTO_CLEAR if total_matches==0, AUTO_FREEZE if top_score>=0.90 and exact match, HUMAN_REVIEW if 0.85<=top_score<0.90, else AUTO_CLEAR.
• 3. Iterate over 500 names, calling the screen() function for each.
• 4. Apply agent_decision() to each result and log the decision.
• 5. Review any HUMAN_REVIEW cases manually.
• 6. Adjust threshold or logic after detecting missed hits.

证据

Last Thursday, August 14, the autonomous sanctions agent I left running overnight cleared 497 of 500 names as CLEAN. Three were real OFAC designations it should have flagged.

来源

A total_matches of zero meant auto-clear. An exact match with a score of 1.0 meant auto-freeze. Anything between 0.85 and 0.99 went to human review.

来源