Real‑time sell‑through intelligence. POS signals are ingested as live computation, driving replenishment, routing, and production without latency.
This band represents the active inference engine for retail: POS telemetry, demand clustering, and replenishment logic fused into a single sovereign surface. White is the store. Blue is the mind that keeps it stocked.
POS_SIGNAL updates the inventory lattice in real time // threshold breach triggers autonomous reorder cycles without manual intervention.
DC_REPLENISH aggregates demand clusters across stores // optimizing route density, truck utilization, and pick‑face allocation.
MFG_SYNC recalibrates production cadence based on verified sell‑through velocity // eliminating bullwhip distortion and over‑production.
This chamber exposes the live state of the retail lattice: demand spikes, stockout risk, and fill‑rate stability. Every metric is computed, reconciled, and surfaced through MAIS Blue as a verified state—not a report.