Logistics & Supply ChainReference Pattern • Architecture Blueprint
Autonomous Dispatch Routing & Dynamic Exception Workflow Engine
Solving multi-stop route optimization and dynamic weather and traffic exception handling using durable execution workflows.
Illustrative Reference Architecture — Not a client engagement. System blueprints, technical specifications, and architectural patterns developed by Northwind Studio.
Architectural Highlights
- High-throughput ClickHouse telemetry store for sensor data points
- Temporal.io durable execution engine managing multi-day logistics workflows
- LangGraph multi-agent decision state machine with human escalation gates
- Dynamic route re-calculation triggered by sensor and weather anomalies
Implementation Blueprint
Designed a multi-agent state machine combining high-throughput telemetry ingestion, temporal durable execution, and human-in-the-loop escalation triggers.
Primary Stacks:
PythonLangGraphClickHouseTemporal.ioFastAPIReact
Constituent Service Capabilities
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