Logistics / CEP · Industrial AI
CEP Hub: Shadow-Mode Sortation & Revenue Leakage PoC
Anonymized CEP attach PoC: no-read recovery and DWS×WMS leakage proposals logged in Shadow Mode, no WCS writes until Assist.
30-day shadow PoC (synthetic KPIs labeled)
The Problem
A European parcel hub ran high-volume sortation with fusion dashboards but no governed action layer. No-reads piled into manual re-sort; billing mismatches between dimensioning and WMS were discovered weeks late.
The Solution
We deployed Xenith Sort above read-only WCS and billing simulators: exception queue, leakage engine, and ops copilot with citations. All physical and financial actions stayed in Shadow Mode with an approval inbox for supervisors.
Why Shadow Mode first
Control rooms do not trust black-box reroutes. Shadow Mode logs what the system would have done, tracks supervisor rejections as false-positive signal, and builds an audit trail before MFC integration.
What we would do differently
Pull the WCS event log for a full week before the first shadow run. Belt-level exceptions that the WCS suppressed explained most of the early disagreement.
Business Impact
Hub leadership reviewed synthetic recovery proposals and operator reject rates before any Assist-phase write. Client name withheld pending commercial approval.
Xenith Sort productTech Stack
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