{
  "id": "workflow:inventory-replenishment-cycle",
  "_kind": "Workflow",
  "_file": "workflows/workflows/workflows-retail.yaml",
  "_cluster": "workflows",
  "attributes": {
    "displayName": "Inventory Replenishment Cycle",
    "workflowKind": "operational",
    "triggerType": "scheduled",
    "typicalCadence": "daily",
    "complexity": "cross-team",
    "description": "Automates the inventory replenishment decision process -- analyzing\nreal-time point-of-sale velocity data against safety-stock thresholds,\nrunning demand-forecasting models incorporating seasonality and\npromotional calendars, generating purchase orders based on supplier\nlead-time constraints, optimizing order quantities against warehouse\ncapacity and minimum-order requirements, and triggering cross-dock or\nstore-transfer recommendations for imbalanced stock. Produces\nreplenishment orders, demand forecast variance reports, and\nstockout-risk dashboards. Excludes supplier contract negotiation.\n"
  },
  "outgoingEdges": [
    {
      "from": "workflow:inventory-replenishment-cycle",
      "to": "role:data-scientist",
      "kind": "involves_role",
      "attributes": {}
    },
    {
      "from": "workflow:inventory-replenishment-cycle",
      "to": "role:planner",
      "kind": "involves_role",
      "attributes": {}
    },
    {
      "from": "workflow:inventory-replenishment-cycle",
      "to": "role:ml-engineer",
      "kind": "involves_role",
      "attributes": {}
    },
    {
      "from": "workflow:inventory-replenishment-cycle",
      "to": "skill-area:python-data-pipelines",
      "kind": "requires_skill_area",
      "attributes": {}
    },
    {
      "from": "workflow:inventory-replenishment-cycle",
      "to": "skill-area:kafka-stream-processing",
      "kind": "requires_skill_area",
      "attributes": {}
    },
    {
      "from": "workflow:inventory-replenishment-cycle",
      "to": "domain:retail",
      "kind": "applies_to_domain",
      "attributes": {}
    },
    {
      "from": "workflow:inventory-replenishment-cycle",
      "to": "domain:supply-chain",
      "kind": "applies_to_domain",
      "attributes": {}
    },
    {
      "from": "workflow:inventory-replenishment-cycle",
      "to": "domain:logistics",
      "kind": "applies_to_domain",
      "attributes": {}
    },
    {
      "from": "workflow:inventory-replenishment-cycle",
      "to": "responsibility:capacity-planning",
      "kind": "triggers_responsibility",
      "attributes": {}
    },
    {
      "from": "workflow:inventory-replenishment-cycle",
      "to": "responsibility:data-quality-monitoring",
      "kind": "triggers_responsibility",
      "attributes": {}
    },
    {
      "from": "workflow:inventory-replenishment-cycle",
      "to": "org-unit:operations-team",
      "kind": "performed_by_org_unit",
      "attributes": {}
    },
    {
      "from": "workflow:inventory-replenishment-cycle",
      "to": "org-unit:procurement-team",
      "kind": "performed_by_org_unit",
      "attributes": {}
    }
  ],
  "incomingEdges": [
    {
      "from": "stack-profile:inventory-management",
      "to": "workflow:inventory-replenishment-cycle",
      "kind": "follows_workflow"
    }
  ]
}