Warehousing & Logistics

Cycle counts close aisles, pull people off picks, and still miss. A count that happens once a quarter tells you what the building looked like once a quarter. Shrink and on-shelf availability drift in between, and the first sign is usually a customer order that cannot be filled.

At the dock, the expensive minutes are the ones nobody records: the trailer that sat at door 14 for two hours because the slot was never updated, the detention invoice that arrives three weeks later with no evidence either way. And on the floor, pick paths are set by habit, not by data, so the same misses repeat shift after shift.

StockVexel scans the building at night along a drone or AMR route and reconciles what it sees against the WMS, pushing exceptions to handhelds with photo evidence. Live picking is never interrupted; the safety interlocks make sure of it.

YardLytix reads plates and trailer numbers at the gate and builds an event timeline per trailer and per slot, so door dwell, SLA breaches and congestion show up on a yard map while they can still be fixed, and detention disputes come with a timestamped record. PickPathor models the pick paths themselves, with battery and charge planning built in, and gives supervisors a dashboard for coaching rather than a report for filing.

The gates are set per site. We publish OCR accuracy per gate, misreads go to manual review, and the WMS reconcile rules are validated against your own data in the proof of concept before anything goes live.

Real-time inference runs on Jetson or x86 edge devices at the gate and on the scanning route; the cloud holds the sync and the cold tier for history. Existing RTSP cameras and gate OCR are enough to start. AMR or drone coverage is added for speed and reach, not as a precondition.

The honest caveat: OCR accuracy depends on camera angle and lighting at your gate, which is why we gate it per site instead of quoting one number for every building.

Proof of concept to pilot in 8 to 12 weeks with KPI gates. Quick-win payback is usually within a quarter; the ROI calculator runs it on your own volumes.