Logistics technology for network visibility, yard reality, and profitable throughput

Customers forgive delays they understand — opacity breeds chargebacks. We build milestone engines with probabilistic ETAs, proactive alerts, and self-service resolution paths grounded in carrier truth — not marketing copy.

Each integration declares staleness — when cached scans are unsafe to trust for commitments.

Pick accuracy and slotting discipline are software problems — we connect WMS events to replenishment signals and labor standards with realistic variance tracking.

Cycle count programs include root-cause workflows — otherwise inventory accuracy decays predictably after go-live hype fades.

Finance loses trust when freight bills cannot be explained. We implement audit rules, contract interpretation hooks, and accrual models that tolerate messy inbound data while converging to defensible month-end numbers.

Disputes are operationalized — assignments, evidence packets, and carrier response tracking — not email archaeology.

Optimization wins when inputs reflect yard constraints, driver hours, and customer appointment reality. We build decision support that clarifies trade-offs — cost vs service vs emissions — rather than pretending a single magical score exists.

Models ship with monitoring for drift in lane quality and seasonal demand — silent degradation is worse than no model.