Measured outcomes
Forklift incidents: down 61%
Near-miss reporting: up 8× (proactive identification)
Picker-path optimization: +14% productivity
18 warehouses on unified vision platform
A 3PL provider’s 18 warehouses had safety incidents (forklift collisions, near-misses) that were under-reported and rarely analyzed for prevention.
Computer-vision pipeline using existing warehouse cameras. Detects safety anomalies (near-misses, PPE violations) and operational inefficiencies (path congestion, picker-flow patterns). Privacy-preserving design.
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