Agentic logistics requires explicit limits for negotiation and disruption response

Alexander Ohl of Pragma-Code describes logistics agents that monitor weather, port congestion, vessel movements and geopolitical signals, connect those events to ERP data and negotiate freight within predefined limits. Agentic logistics should operate with approved data sources, carrier and budget limits, confidence thresholds, human escalation, error handling, audit trails and rollback rules.