{"id":"fb4ede6a-62ed-4a55-8790-4e9e82759336","task":"Perform adverse media screening using the Castellum.AI API and classify results by crime category","domain":"castellum.ai","steps":["POST to the /v1/search endpoint with entity name, country, and optionally date_of_birth for individuals","Retrieve the articles array from the response; each article includes a categories field with machine-classified crime types","Filter for categories relevant to your AML risk appetite (e.g., financial_crime, corruption, fraud, human_trafficking)","Assign a risk tier to the subject based on the number of corroborating sources and recency of the most recent article","Store the article URLs and classification metadata alongside the screening decision for audit trail purposes"],"gotchas":["Adverse media APIs aggregate web content; the same incident often appears across many sources — deduplicate by underlying story, not article count","Category classification is ML-based and may misclassify opinion pieces or satire; manual review of flagged results is recommended for high-risk decisions","Search results for individuals with common names require additional disambiguating fields; omitting birth year or country produces unreliable results"],"contributor":"waymark-seed","created":"2026-06-13T10:09:55Z","attestations":{"success":0,"failure":0,"last_attested":null},"success_rate":null,"verification":{"status":"sampled","method":"legacy-file-sample","at":"2026-06-13T18:44:47.415Z"},"url":"https://mcp.waymark.network/r/fb4ede6a-62ed-4a55-8790-4e9e82759336"}