{
  "id": "workflow:model-deployment-pipeline",
  "_kind": "Workflow",
  "_file": "workflows/workflows/workflows-ml-data.yaml",
  "_cluster": "workflows",
  "attributes": {
    "displayName": "Model Deployment Pipeline",
    "workflowKind": "release",
    "triggerType": "event-driven",
    "typicalCadence": "per-model",
    "complexity": "cross-team",
    "description": "Deploys trained ML models to production serving infrastructure — model\npackaging, canary rollout, latency and accuracy validation, A/B traffic\nsplitting, and rollback procedures. Excludes model training.\n"
  },
  "outgoingEdges": [
    {
      "from": "workflow:model-deployment-pipeline",
      "to": "role:ml-engineer",
      "kind": "involves_role",
      "attributes": {}
    },
    {
      "from": "workflow:model-deployment-pipeline",
      "to": "role:platform-engineer",
      "kind": "involves_role",
      "attributes": {}
    },
    {
      "from": "workflow:model-deployment-pipeline",
      "to": "skill-area:canary-rollouts",
      "kind": "requires_skill_area",
      "attributes": {}
    },
    {
      "from": "workflow:model-deployment-pipeline",
      "to": "skill-area:ml-fine-tuning",
      "kind": "requires_skill_area",
      "attributes": {}
    },
    {
      "from": "workflow:model-deployment-pipeline",
      "to": "skill-area:observability-pipeline",
      "kind": "requires_skill_area",
      "attributes": {}
    },
    {
      "from": "workflow:model-deployment-pipeline",
      "to": "domain:ml-ops",
      "kind": "applies_to_domain",
      "attributes": {}
    },
    {
      "from": "workflow:model-deployment-pipeline",
      "to": "domain:platform-engineering",
      "kind": "applies_to_domain",
      "attributes": {}
    },
    {
      "from": "workflow:model-deployment-pipeline",
      "to": "responsibility:approve-deploys",
      "kind": "triggers_responsibility",
      "attributes": {}
    },
    {
      "from": "workflow:model-deployment-pipeline",
      "to": "responsibility:slo-definition",
      "kind": "triggers_responsibility",
      "attributes": {}
    },
    {
      "from": "workflow:model-deployment-pipeline",
      "to": "org-unit:ml-platform-team",
      "kind": "performed_by_org_unit",
      "attributes": {}
    },
    {
      "from": "workflow:model-deployment-pipeline",
      "to": "org-unit:ml-team",
      "kind": "performed_by_org_unit",
      "attributes": {}
    }
  ],
  "incomingEdges": [
    {
      "from": "stack-profile:feature-store-mlops",
      "to": "workflow:model-deployment-pipeline",
      "kind": "follows_workflow"
    },
    {
      "from": "stack-profile:edge-ai-iot",
      "to": "workflow:model-deployment-pipeline",
      "kind": "follows_workflow"
    }
  ]
}