Supply‑Chain War Room: 30‑day plan for delays & mitigations

# supply_chain_war_room_triage_policy.yaml
version: 1.4
owners:
  product: "VP Supply Chain Ops"
  data: "Director, Data Engineering (Snowflake)"
  it_security: "Head of Security Architecture"
regions:
  - name: NA
    on_call: "na-ops-lead"
    hours: "06:00-22:00 PT"
  - name: EMEA
    on_call: "emea-ops-lead"
    hours: "06:00-22:00 CET"
  - name: APAC
    on_call: "apac-ops-lead"
    hours: "06:00-22:00 SGT"
slos:
  risk_detection_latency_min: 10
  recommendation_acceptance_rate_target: 0.85
  mttr_improvement_target_percent: 25
risk_scoring:
  weights:
    dwell_time_hours: 0.25
    supplier_otif_breach: 0.25
    forecast_mape_spike: 0.15
    dc_capacity_utilization: 0.15
    weather_port_congestion: 0.10
    margin_per_unit: 0.10
  thresholds:
    high: 
      score_gte: 0.75
      action_window_hours: 2
    medium:
      score_gte: 0.55
      action_window_hours: 8
    low:
      score_gte: 0.35
      action_window_hours: 24
triggers:
  - name: container_dwell_exceeded
    condition: "port_dwell_hours > 72"
    owner: "regional-logistics"
    playbooks: ["expedite_air", "reallocate_dc", "split_shipment"]
  - name: supplier_otif_breach
    condition: "po_commit_date_slip_days >= 3"
    owner: "supplier-management"
    playbooks: ["alternate_supplier", "partial_ship", "accept_delay_with_comm"]
approvals:
  rules:
    - if: "mitigation.cost_usd_per_unit < 2 && margin_impact_percent < 1"
      approver: "regional-ops-lead"
      sla_minutes: 30
    - if: "mitigation.cost_usd_total <= 50000 && otif_gain_points >= 1.0"
      approver: "vp-supply-chain"
      sla_minutes: 60
    - if: "mitigation.cost_usd_total > 50000 || margin_impact_percent >= 2"
      approver: "cfo-delegate"
      sla_minutes: 120
controls:
  rbac_roles: ["coo", "vp_supply_chain", "regional_ops", "supplier_mgmt", "finance_view"]
  prompt_logging: true
  data_residency: "US, EU (by tenant)"
  pii_redaction: true
  audit_trail_sink: "snowflake.decision_ledger"
notifications:
  channels:
    - type: "slack"
      channel: "#war-room-risk-brief"
    - type: "email"
      to: ["coo@company.com", "regional-ops@company.com"]
observability:
  pipelines:
    - name: "risk_scoring_dbt"
      owner: "data-eng"
      alert_on_failure: true
    - name: "carrier_event_stream"
      owner: "platform"
      lag_threshold_minutes: 15

{
  "title": "Supply‑Chain War Room: 30‑day plan for delays & mitigations",
  "published_date": "2025-12-09",
  "author": {
    "name": "Lisa Patel",
    "role": "Industry Solutions Lead",
    "entity": "DeepSpeed AI"
  },
  "core_concept": "Industry Transformations and Case Studies",
  "key_takeaways": [
    "Launch a governed supply‑chain war room in 30 days that detects delays and prescribes costed mitigations.",
    "Use your stack—SAP/Oracle, TMS/WMS, Snowflake/BigQuery—plus carrier and weather feeds for unified risk scoring.",
    "Return hours and lower expedite spend via a daily brief in Slack/Teams with human‑in‑the‑loop approvals.",
    "Ship with audit trails, prompt logging, RBAC, and data residency; we never train on your data.",
    "Start with five lanes/SKUs, prove ROI, then scale to regions and suppliers with a clear expansion map."
  ],
  "faq": [
    {
      "question": "What systems do we need connected for the 30‑day pilot?",
      "answer": "ERP/APS (SAP/Oracle/Kinaxis/o9), TMS/WMS (Oracle OTM, Manhattan, Blue Yonder), Snowflake/BigQuery/Databricks, and at least one carrier API/EDI feed. Slack or Teams for the daily brief."
    },
    {
      "question": "How are mitigation costs calculated?",
      "answer": "We plug your landed cost and contribution margin model into the playbooks. Each option shows cost per unit, expected OTIF lift, and margin impact with confidence scores."
    },
    {
      "question": "Will Legal sign off?",
      "answer": "Yes. We deploy in your VPC with RBAC, data residency, prompt logging, and a decision ledger. No training on your data. We provide DPIA/SOC2 mapping and Snowflake audit logs."
    },
    {
      "question": "What’s the operator win in week one?",
      "answer": "You’ll see a live risk table for the first five lanes/SKUs and a draft daily brief in Slack/Teams. By day 10, approvals flow for real incidents."
    }
  ],
  "business_impact_evidence": {
    "organization_profile": "$2.1B consumer electronics brand; 3 regions; SAP + Oracle OTM + Snowflake.",
    "before_state": "Weekly Excel rollups and ad-hoc emails; expedite decisions made late with limited cost visibility.",
    "after_state": "Daily Slack brief with costed mitigations and governed approvals; decision ledger in Snowflake.",
    "metrics": [
      "Expedite spend reduced 28% within 6 weeks",
      "OTIF improved by 3.7 points across pilot lanes",
      "Decision latency cut from 2 days to under 2 hours"
    ],
    "governance": "Deployed in customer VPC with RBAC, prompt logging, and Snowflake audit trails; data residency enforced per region; no model training on client data; human-in-the-loop approvals for all actions."
  },
  "summary": "COOs: build a governed supply‑chain war room in 30 days that surfaces delays and prescribes mitigations. Cut expedite spend and lift OTIF with audit trails."
}