Freight & Logistics · Flagship Domain

The Self-Healing Network

Every load, dock, and lane on one live model. When something breaks — a refused parcel, a double-booked door, a slipping vessel — the network reclassifies, re-routes, re-sequences, pulls surge labor, and files the claim, then proves every disposition on an audit-anchored log. It heals instead of escalating.

94.2%

OTIF

86%

Exceptions auto-resolved

512 u/hr

Throughput

88%

Dock utilization

−19%

Cost per exception

98.5%

Shipment visibility

Live · LLM-powered

Agentic drafting — the moves that clear the exception and protect the SLA

The agents don't just alert. They decide the disposition and draft the artifact. You approve.

Resolve a live freight exception end-to-end.

Input facts

{
  "exception_type": "Refused delivery — receiver over-capacity",
  "load": "Load 7741",
  "node": "Last-mile Zone C",
  "detail": "3 pallets refused, receiver dock full until Thu",
  "sla": "OTIF at risk, must deliver within 48h"
}

Agent output

Pick a move and hit Generate to watch the agent draft it from the facts.

Adaptable · grows with the industry

The self-evolving capability horizon

The next wave of physical autonomy surfaces here as demand signals — and graduates into live packs through the Capability Gap Radar.

hot

Autonomous middle-mile trucking

Driverless hub-to-hub freight collapses linehaul cost and driver scarcity — but needs load-matching, yard hand-off, and exception fallback orchestration.

rising

Warehouse humanoid & robotic picking

General-purpose picking robots and AMR swarms need real-time task allocation against a guaranteed throughput rate.

rising

Drone & sidewalk last-mile autonomy

Delivery drones and sidewalk bots demand dynamic routing, airspace/curb deconfliction, and proof-of-delivery reconciliation.

emerging

Automated ports & intermodal

Automated cranes, straddle carriers, and gate OCR turn the port into a coordination problem tied to inland lanes and inventory.

emerging

Physical-Internet meshing

Standardized, shared, interconnected logistics assets route freight like packets — a network-of-networks coordination substrate.

rising

Predictive network digital twin

A live twin of the whole network simulates disruptions and pre-positions capacity before the exception lands.

Contract the outcome, not the tooling.

Stand up the self-healing network against your own lanes in a sandbox — no rip-and-replace of your TMS or WMS.