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INDUSTRIES / RETAIL
01 · INDUSTRY

Retail

Out-of-stock, footfall and queue intelligence

Stores lose sales to empty shelves and long queues long before anyone reports them. SamurAI watches the aisle and the till, and turns what it sees into a task someone can act on within the hour.

LIVE · AISLE 04 · CAM-12
samurai inspector
4.2%
sales recovered from shelf gaps
<60s
from gap detected to task issued
240
stores on one deployment
01 · WHAT WE WATCH FOR

Four categories, tuned to your operation.

Productivity, SOP, safety and experience. Every deployment covers all four on existing CCTV, and lands as an alert or a task rather than a dashboard nobody opens.

01
PRODUCTIVITY & WORKFORCE
Staff productivity & coverage
Cashier presence, staff smartphone usage, zone coverage during peak and idle-till detection — so shift plans match the real footfall curve.
02
SOP COMPLIANCE
Shelf & merchandising SOP
Out-of-stock, misplaced item, expiry and freshness, fill level, planogram and promo compliance, each raised as a task with a photo.
03
SAFETY & SECURITY
Loss prevention & safety
Self-checkout fraud, shoplifting, restricted-area breach, slip-and-fall, spills and blocked aisles.
04
CUSTOMER EXPERIENCE
Queues & shopper experience
Queue length per lane with an open-another-till alert, plus footfall, paths, dwell and zone heatmaps for layout decisions.
02 · WHAT CHANGES

The outcomes we hold ourselves to.

01
Shelf availability measured continuously instead of audited weekly
02
Staffing matched to real footfall curves per store
03
One dashboard across every branch, ranked by lost-sales risk
03 · THE STACK BEHIND IT
Platforms used in this industry
DEPLOYMENT
Pilot on one site in weeks, not quarters — existing cameras, on-prem or cloud inference, and a named engineer through rollout.
04 · ALSO DEPLOYED IN

Eight other industries.

02
F&B
Service speed, hygiene and table turn
03
Shopping Malls
Footfall, tenant performance and parking
04
Manufacturing
Quality inspection, PPE and line uptime
05
Warehouse & Logistics
Dock turnaround, forklift safety and counting
06
Agriculture
Fruit counting and grading, tree health, estate logistics
07
Construction
PPE, exclusion zones and progress
08
Smart Cities
Traffic, enforcement and city operations
09
Other Industries
Schools, airports, EV charging, banks, theme parks and oil & gas

Put this to work in retail.

Send one hour of footage from a live retail site. We will come back with what we detected, what we would automate and what it is worth.

30 MINUTES · ONE FOOTAGE · WE DO THE REST