Multi-lane logistics hub: after-hours yard integrity and faster investigations

Challenge

Motion-based rules generated hundreds of overnight notifications. Operators defaulted to muting, which increased risk during the exact window leadership cared about most.

Investigations required hopping between tools and manually stitching timelines—expensive when every minute of dwell time compounds yard risk.

Approach

We defined zone-specific policies for fence lines, trailer courts, and dock doors—aligned to shift schedules and carrier windows.

A pilot acceptance test used two weeks of live operations with explicit KPIs: maximum alerts per hour, mean time to verify, and documentation time per incident.

Deployment notes

Integration stayed alongside the existing VMS. The goal was faster human verification, not a rip-and-replace narrative that would stall procurement.

Operator training focused on triage discipline and feedback labeling so tuning iterations were grounded in real dismissals.

Outcomes

• Meaningful reduction in overnight nuisance alerts within the pilot window (targets agreed pre-deployment)
• Shorter investigation cycles via clip-plus-context handoffs to shift leads
• Clear expansion roadmap to additional lanes after phase-gate sign-off

Technical highlights

• Existing camera estate with selective placement upgrades on two low-light corners
• Side-by-side VMS workflow with prioritized AI event queue
• Role-based access and export logging aligned to client policy