{
  "id": "inventory-replenishment-evolution-demo",
  "name": "Inventory replenishment capability evolution (demo)",
  "description": "Synthetic demonstration of a replenishment workflow that begins with AI-assisted exploration, keeps purchase orders human-approved, and promotes stable analysis into governed software tools while AI continues to find operational gaps.",
  "status": "proposed",
  "businessOwner": {
    "role": "Demo Replenishment Process Owner",
    "contact": "missing:real-accountable-owner"
  },
  "processNode": "Daily replenishment review before a planner decides whether to approve a purchase-order draft.",
  "userRoles": [
    "Demo Replenishment Planner",
    "Demo Purchasing Approver"
  ],
  "decisionOrAction": "Recommend whether and how much to replenish, explain the evidence and uncertainty, and prepare a purchase-order draft for human review without submitting it.",
  "metrics": [
    {
      "name": "Preventable stockout exposure",
      "definition": "Count of product-days where forecast available stock falls below expected demand before replenishment can arrive and the condition was visible early enough to review.",
      "baseline": "missing:real historical baseline",
      "target": "proposed:reduce preventable exposure during shadow operation",
      "cadence": "daily review and weekly trend"
    },
    {
      "name": "Planner correction rate",
      "definition": "Share of recommendations whose quantity, timing, supplier, or reason is materially changed by the planner before approval.",
      "baseline": "missing:shadow baseline",
      "target": "proposed:decline after stable logic is promoted into tools",
      "cadence": "weekly"
    }
  ],
  "ontologyReferences": [
    {
      "id": "proposed:inventory-replenishment-semantics@0.1.0",
      "purpose": "Proposed definitions for product, available stock, demand, inbound supply, lead time, replenishment recommendation, purchase-order draft, and planner correction."
    }
  ],
  "sourceReferences": [
    {
      "id": "proposed:inventory-snapshot",
      "purpose": "Current on-hand, reserved, and inbound quantities with freshness and provenance."
    },
    {
      "id": "proposed:sales-and-promotion-context",
      "purpose": "Historical sales and approved promotion calendar used to estimate near-term demand pressure."
    },
    {
      "id": "proposed:supplier-performance-context",
      "purpose": "Declared and observed supplier lead time, minimum order quantity, and delivery variability."
    }
  ],
  "acceptanceCriteria": [
    "Each recommendation identifies its source evidence, freshness, semantic or tool version, uncertainty, and access decision.",
    "The assistant prepares only a purchase-order draft and cannot approve, submit, or write it without a named human approval and governed system action.",
    "Planner changes and reasons are recorded so repeated corrections can become candidates for a versioned rule, model, semantic, process, or control change.",
    "A stable candidate is promoted only after replay or shadow evidence, accountable owner acceptance, tests, versioning, rollout, and rollback are defined."
  ],
  "notes": "This record is proposed and synthetic. Real owners, baselines, source authority, access decisions, thresholds, and acceptance evidence are missing."
}