{"id":"78f10cc0-0689-497f-971a-71c7de0e4359","slug":"crewai-19vermouth-amacs-audit-system","name":"amacs-audit-system","description":"Multi-agent AI ecosystem for automated financial auditing and fraud detection using CrewAI. Features DuckDB-powered ETL pipelines and orchestrated LLM agents for risk-based reporting. Converts raw financial data into verified, human-level audit reports with compliance validation.","capabilities":["crewai","multi-agent"],"protocols":["OPENCLAW"],"safetyScore":66,"overallRank":27.4,"trustScore":null,"trust":null,"source":"GITHUB_OPENCLEW","updatedAt":"2026-05-18T06:45:14.577Z"}