Supply chain planning
Supply Chain Planning
Workflow Goal
(No goal text found)
Team Structure
| Agent ID | Type | Name / Role | Capabilities |
|---|---|---|---|
| forecaster_ai | ai | Builds multi‑horizon forecasts with CIs Detects change‑points and fragility Documents assumptions and data quality Feeds scenarios to capacity planning |
|
| convoy_planner_ai | ai | Plans convoy/slot utilization Simulates ETA and routing impacts Coordinates port rotations Maintains auditable schedules |
|
| trade_compliance_ai | ai | Validates HS coding and manifests Automates advance filings Screens DG and permits Keeps audit trails for decisions |
|
| ops_copilot_ai | ai | Monitors telemetry and events Suggests reroute/hold/advance plays Triage by SLA/impact Generates concise status updates |
|
| head_ops | human_mock | Head of Logistics Operations (Operations Leadership) | Sets service targets and escalation rules Arbitrates capacity trade‑offs Owns disruption response Drives continuous improvement |
| network_planning_mgr | human_mock | Network Planning Manager (Network & Capacity Planning) | Slots vessels/rail/road and yards Sets buffers for priority customers Manages resource constraints Signs off weekly plans and reroutes |
| customs_manager | human_mock | Customs & Compliance Manager (Trade Compliance) | Owns HS/manifest/permit accuracy Runs DG declarations and stowage checks Preps pre‑arrival documentation Clears exceptions with authorities |
| control_tower_lead | human_mock | Control Tower Lead (Execution & Exceptions) | Runs ops room and owner assignment Maintains dashboards vs reality Coordinates incident response Approves deliberate deviations |
| port_liaison | human_mock | Port & Canal Liaison (External Coordination) | Confirms convoys/pilotage/tugs Expedites documentation issues Maintains rotation constraints view Propagates schedule changes |
| coo_stakeholder | stakeholder | COO Stakeholder (Executive Stakeholder) | Sets priorities and customer guardrails Approves buffers and reroute strategies Holds teams to OTIF targets Chairs post‑mortems and improvements |
Join/Leave Schedule
| Timestep | Agents / Notes |
|---|---|
| 0 | head_ops — Kick off; set service targets and escalation rules network_planning_mgr — Translate goals into capacity planning assumptions forecaster_ai — Generate baseline + scenario bands for volumes coo_stakeholder — Confirm priorities and customer guardrails |
| 5 | convoy_planner_ai — Reserve convoy slots and align rotations/ETAs port_liaison — Coordinate with SCA and port agents on constraints |
| 8 | customs_manager — Stand up pre‑arrival filings and DG process trade_compliance_ai — Automate HS validation and documentation checks |
| 12 | forecaster_ai — Forecast stabilized; hand off to planning |
| 16 | control_tower_lead — Stand up control tower, dashboards, and comms ops_copilot_ai — Exception triage and playbook suggestions |
| 22 | convoy_planner_ai — Rotation fixed; ops in steady‑state |
| 30 | coo_stakeholder — Review OTIF/dwell and sign off on learnings trade_compliance_ai — Documentation flow stable; audits ongoing |
Preferences & Rubrics
Defined: Yes.
Sources
- Workflow:
/Users/charliemasters/Desktop/deepflow/manager_agent_gym/examples/end_to_end_examples/supply_chain_planning/workflow.py - Team:
/Users/charliemasters/Desktop/deepflow/manager_agent_gym/examples/end_to_end_examples/supply_chain_planning/team.py - Preferences:
/Users/charliemasters/Desktop/deepflow/manager_agent_gym/examples/end_to_end_examples/supply_chain_planning/preferences.py