platoseed
Operational Superintelligence for Global Logistics
Haladir is the decisional AI layer for logistics. We sit on top of your WMS, TMS, OMS, etc., unify their data into one operational graph, and embed solver-grade optimization, ML models, and process intelligence into the decisions that power supply chains. Today's AI brought intelligence. The next frontier is judgement.
Haladir provides an AI-powered decisional layer for logistics that unifies data from multiple systems into a single operational graph and embeds optimization, ML models, and process intelligence to improve supply chain decisions. It positions itself as a platform for operational superintelligence across warehouses, transportation, and global logistics operations.
Haladir sits on top of existing WMS, TMS, YMS, OMS, LMS, IMS, ERP, WOS, EDI, and WCS/WES systems to unify data into one operational graph. It offers five stages: data infrastructure to reconcile data into first-class objects; process intelligence to create a live digital twin and track operations; models and optimization combining ML predictions with constraint solvers for VRP, pick-path, dock-door, labor, and inventory decisions; implementation options including direct pushes into existing systems or AI agents for multi-system coordination; and monitoring for decision traceability and continuous correction. The framework is configurable per customer and can be implemented with operator review, direct system pushes, or AI agents depending on problem type. It targets continuous, optimized decision-making across warehouses, trucking, air and ocean freight, and related logistics operations.
Who it’s for: 3PLs/Contract logistics operators; Distributors; BCOs (beneficial cargo owners) and shippers managing global freight spend and multi-mode transportation
seed funding announced ($4.3M to date); platform integration and customer-specific deployments mentioned
Co-founder & CEO @ Haladir | Carnegie Mellon University
Combining formal solvers with LLMs to make AI reliable for high-stakes operational decisions
Haladir combines formal solvers with LLMs to make AI reliable for constrained systems, delivering verifiable, optimal decisions in logistics, supply chain, and manufacturing. It operates at training and application layers to enable routing, scheduling, and resource allocation within sensitive workflows.

AI teammates for logistics

The fully autonomous intelligence layer in the sky.