Industries / Retail
Industries · Retail

More revenue per visit — from planogram compliance to live heat maps.

Out-of-stocks, planogram drift, and weak store layouts quietly bleed sales — and a manual shelf-walk finds them hours too late. Cortex turns the cameras you already run into continuous planogram compliance and live footfall heat maps, so shelves stay full, layouts get smarter, and every visit is worth more. Loss prevention comes along for the ride.

$1T+
lost yearly to out-of-stocks (IHL est.)
3-4%
sales lift from better on-shelf availability
live
footfall & dwell heat maps
< 100ms
decisions on the device
A day without vs. with

Same moment. Different outcome.

Without Sevyn8

A top-seller sells out mid-afternoon; the gap sits until the evening shelf-walk — hours of lost sales.

With Sevyn8

Shelf cameras read on-shelf availability continuously; staff restock within minutes, before the sales are gone.

The endpoint mix

What retail runs on.

The endpoints this environment uses — the same family, composed for retail. All speak HAL; all run Cortex.

NPU-led cameras
Planogram compliance, footfall heat maps, queues
Electronic shelf labels
Price integrity and the camera–ESL cross-check
Edge Box
Runs Cortex in-store; decides fully offline
Acoustic sensors
After-hours intrusion and glass-break
What changes with Sevyn8
Merchandising shifts from monthly reviews to real time — gaps and cold zones are fixed while they still cost sales.
On-shelf availability and planogram compliance become continuous measurements, not occasional audits.
Footfall and dwell become live heat maps that drive layout and staffing.
Every store inherits what the others learn about layout and demand.
Two ways in

New intelligent endpoints, or the ones you have.

Greenfield

Intelligent endpoints with AI built in

Purpose-built cameras, sensors, and gateways with on-board NPU. The Cortex platform is embedded at the factory — AI runs natively on the endpoint, no separate box needed.

On-board NPU/CPUAI at the endpointOEM white-labelFactory embedded
Brownfield

Make your dumb devices intelligent

Already have cameras, thermal sensors, IoT nodes, RFID readers installed? Add one Sevyn8 Hub or Edge AI Box to your network — it ingests feeds from every endpoint and runs Cortex locally.

Any existing deviceOne box per siteNo rip-and-replace60-day results
Your path to results
1
Start

Start with one store. Connect the cameras and ESLs you already run to a single Edge Box; prove the outcomes on your real floor in 60 days.

2
Scale

Scale across the estate. The same platform rolls to every store — new endpoints are a supply decision, not a re-integration.

3
Compound

Compound. Fleet learning pushes every store's improvements to all the others over the air.

See it work in your retail operation.

60-day POC on your real site and your real data. New endpoints or the infrastructure you already run.