{
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  "_kind": "Workflow",
  "_file": "workflows/workflows/workflows-ai-enablement.yaml",
  "_cluster": "workflows",
  "attributes": {
    "displayName": "AI Agent Usage Review",
    "workflowKind": "governance",
    "triggerType": "scheduled",
    "typicalCadence": "monthly",
    "complexity": "moderate",
    "description": "Monthly review of AI agent usage across teams — cost, quality,\nsafety incidents, anti-patterns, and adoption metrics. Excludes\nindividual prompt debugging.\n"
  },
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    },
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    },
    {
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    },
    {
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      "to": "responsibility:ai-agent-usage-review",
      "kind": "triggers_responsibility",
      "attributes": {}
    },
    {
      "from": "workflow:ai-usage-review",
      "to": "responsibility:ai-safety-guardrails",
      "kind": "triggers_responsibility",
      "attributes": {}
    },
    {
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      "to": "org-unit:ai-enablement",
      "kind": "performed_by_org_unit",
      "attributes": {}
    },
    {
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      "to": "org-unit:ml-team",
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    },
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      "to": "domain:ml-ops",
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      "kind": "applies_to_domain",
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    },
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      "to": "responsibility:ai-agent-usage-review",
      "kind": "triggers_responsibility",
      "attributes": {}
    },
    {
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      "to": "responsibility:ai-safety-guardrails",
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  ],
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    {
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      "to": "workflow:ai-usage-review",
      "kind": "supports_work",
      "attributes": {
        "confidence": "medium",
        "evidence": "Feedback retrieval supports review loops for how agents experience product integrations."
      }
    }
  ]
}