{
  "node_id": "iso-iec-23053-ai-framework-ml-systems-2022",
  "title": "ISO/IEC 23053:2022 Framework for Artificial Intelligence Systems Using Machine Learning - Compliance Obligations for ML System Architecture Governance, AI System Lifecycle Documentation, and Framework-Based AI Risk Controls",
  "domain": "AI Governance & Law",
  "version": "1.0.0",
  "last_updated": "2026-05-05",
  "bluf": "This node outlines compliance obligations under ISO/IEC 23053:2022 for AI systems using machine learning, focusing on architecture governance, lifecycle documentation, and risk controls; it aligns with EU AI Act (Regulation (EU) 2024/1689) Articles 6-15 for high-risk AI systems.",
  "paywall": {
    "status": "LOCKED",
    "unlock_cost_usd": "0.01",
    "skyfire_id": "41779894-ece2-4163-9761-b3b1b76e19b0"
  },
  "crosswalks": {
    "_available_keys": [
      "nist_framework",
      "iso_standard",
      "industry_mapping",
      "ai_overlay_2026"
    ],
    "_note": "Full crosswalk values included in vault response"
  },
  "dependencies": [
    "eu-ai-act-2024",
    "nist-ai-rmf-1-0",
    "iso-42001-risk-assess"
  ],
  "primary_citations_count": 5
}