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Witness Warehouse Solution

Built at Meta Global AI Developer Hackathon · Oct 26, 2026 · Remote

Witness Warehouse Solution — Demo video

Witness is a full warehouse management system run by voice and vision — an AI assistant for the entire warehouse process, from dock appointment to load and ship. The worker talks to Meta AI and the WMS updates itself: no keyboards, no clipboards, no stopping to type. It runs the whole building: dock doors, zones and bins, inbound and outbound, one system across three surfaces — the desk keeps the record, the phone captures, the glasses glance. A voice-driven work queue dispatches the shift; the central agent prepares work before anyone asks, pre-staging what's needed and warning about what's about to jam. A live map shows the warehouse as it actually is, and managers get bottleneck warnings with their numbers showing — always a proposal, never a decision. At receiving, every shipment gets two independent witnesses: the receiver's own spoken scan and a photo scan of the same load, cross-checked point by point — Agree, Flag, or Can't verify — with every disagreement becoming a finished OS&D (overage, shortage & damage) report. The machine never signs off; a human decides. Witness also learns the building's own language. Its ontology is dynamic: when a worker uses a word it doesn't know, it asks, and the answer becomes part of the system. The demo proves the whole system in a kitchen — one room of the warehouse, same software — where a grocery receipt becomes a putaway job worked by voice and glasses.

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