Retail
Perception and demand intelligence for modern retail.
Retail margins live in inventory accuracy, labor allocation, and customer experience. Zansoc systems combine shelf and store perception with demand forecasting and generative marketing pipelines so retailers can see what is happening on the floor and respond in the channel where customers actually buy.
Shelf Vision
Planogram compliance, out-of-stock, and planogram drift detection.
Demand Sensing
Multi-horizon forecasts across stores and SKUs.
Store Operations
Queue, footfall, and labor recommendation models.
Brand Content
Marketing suite integration for campaign velocity.
The store as a sensor network
Cameras, RFID, POS, and e-commerce signals rarely agree. We fuse them into a single shelf-and-inventory truth layer that associates visual detections with SKU masters and replenishment rules. Associates get prioritized tasks; planners get earlier warnings of phantom inventory and promotional stockouts.
Demand that reflects the real world
Classical forecasts ignore weather shocks, local events, and viral campaigns. Our demand models ingest those exogenous signals and route hard cases to human planners. Coupled with the AI Marketing Suite, creative and media teams can spin compliant assets as soon as demand signals shift.
Privacy-respecting customer analytics
Footfall and dwell analytics are designed without building facial identity graphs. We measure flows and zone utilization with privacy-preserving methods so retailers improve layout and staffing without creating surveillance products they cannot defend.