Build and productionize agentic AI workflows and automation for logistics. Integrate LLMs, orchestration frameworks, and data pipelines with TMS/RPA systems. Implement guardrails, monitoring, evaluation metrics, audit trails, and lightweight front-end prototypes. Collaborate with product, ops, and engineering to scale successful prototypes into reliable production services.