Haladir is an operational AI layer designed for global logistics, specifically targeting 3PLs and distributors. It unifies data from diverse systems such as WMS, TMS, YMS, OMS, LMS, IMS, ERP, WOS, EDI, and WCS/WES into a single queryable operational graph. The platform deploys event-driven AI agents with execution authority to automate tasks like releasing fulfillment waves, directing picking and packing, assigning docks, and resolving exceptions. Furthermore, Haladir embeds solver-grade optimization and machine learning capabilities, including vehicle routing, multi-echelon inventory optimization, mixed-integer programming, demand forecasting, ETA prediction, pick-path optimization, labor forecasting, and shift scheduling, directly into core operations.