What a store looks like to Fogsphere
Video slot — awaiting upload.
Retail — Safety, Security and Operations Intelligence AI
Turn every camera into a co-pilot for store operations, customer experience, loss prevention, warehouse and forecourt. Fogsphere brings edge AI to every shop, every dock and every yard.
Built for retail compliance — OSHA, PCI-DSS and GDPR
OSHA
Slip-and-fall detection, blocked emergency exits and PPE compliance in food-prep areas. Aligned to Walking-Working Surfaces (Subpart D), PPE (Subpart I) and means of egress requirements.
PCI-DSS
POS and CCTV correlation, void-and-refund audit, restricted-zone enforcement around payment terminals and tamper detection on payment devices.
GDPR / CCPA
Privacy-by-default analytics, face-blurring, opt-out heatmaps and edge-only processing where customer data never leaves the store.
What deploying Fogsphere across a retail estate delivers
Reference deployment across 650 cameras in four shopping centres — 700 workers and 20,000 daily customers covered for safety, security and operations intelligence.
OSHA-aligned safety across every shop floor
Slips & Trips
Detect wet floors, spills, fallen items and slip-and-fall events in real time, with automated incident clips for HSE records.
Working at Height
Watch for ladder use, mezzanine activity and stocking work above safe reach — escalate when controls aren’t in place.
Smoke & Fire Detection
Camera-based smoke and flame detection ahead of conventional sensors, surfaced to control rooms with location and clip.
Fire Exit Obstructions
Continuously verify that fire exits, evacuation routes and emergency doors are clear of pallets, stock and signage.
Electrical Hazards
Spot exposed cabling, overloaded sockets, water near electrical equipment and unsafe socket use across the shop floor.
Worker-Down / SOS
Detect collapse and inactivity, integrating with LoRaWAN SOS badges for lone-worker zones and after-hours operations.
PPE Compliance
Verify hi-vis, gloves, hairnets and food-safe attire by zone, with policy-driven escalation and supervisor evidence.
Behavioural Safety
Detect risky lifting, blocked aisles, mobile-phone use in restricted zones and unsafe behaviour patterns over time.
Emergency Egress
Track maximum occupancy, blocked walkways and evacuation-readiness, with automated drill evidence capture.
Cluttering & Dirty Spaces
Detect clutter, dirty areas and poor housekeeping across shop floor, back-of-house and food-prep zones.
Maximum Occupancy Compliance
Flag when a zone exceeds its posted occupancy limit at peak trading.
Food-Prep Hygiene Zones
Monitor hygiene and food-safety zone discipline in prep, deli and counter areas.
Loss prevention and access control, end-to-end
POS Correlation (PCI-DSS aligned)
Correlate POS transactions with video, audit voids and refunds, and detect terminal misuse without storing card data.
Restricted Zone Enforcement
Geofence cash offices, payment areas, stockrooms and bond stores; alert on unauthorised entry with face-ID where lawful.
Perimeter Intrusion
After-hours and out-of-hours intrusion detection on shopfront, service yard, fire exits and rooftop access.
Vandalism
Detect graffiti, broken glass, damaged signage and unsafe behaviour against fixtures, fittings and digital displays.
Suspicious Object
Unattended bags, abandoned packages and out-of-place items surfaced for security review with location and dwell time.
After-Hours Operations
Track and audit cleaning crews, contractors and stock teams operating outside trading hours.
Access Control with Face ID
Where lawful, identity-aware access to high-value stockrooms, cash offices and back-of-house IT cabinets.
Inventory Shrinkage Investigation
Search by SKU movement, dwell, person or time to compile shrinkage cases with evidence packs.
Concealment Gesture Detection
Identify concealment gestures at shelf edge, aisle ends and fitting-room approaches.
Return-Area & Refund Support
Correlate return-desk activity with transaction records to support refund-fraud investigation.
Forced Door & Broken Window
Detect forced doors, broken glazing and out-of-hours entry attempts.
Turn every camera into a retail operations sensor
People Counting & Crowd Flow
Live footfall, store occupancy and entry/exit analytics, with thresholds tied to staffing and safety.
Queue Length & Wait Time
Detect long queues at checkout, service desk and fitting rooms; trigger staff reallocation in real time.
Shelf Availability
Spot empty shelves, mis-faced product and out-of-stocks; raise restock tasks to floor staff.
Conversion-zone Analytics
Measure engagement at promotional zones and end-caps, with conversion-correlated heatmaps.
Heatmaps (GDPR-friendly)
Anonymous heatmaps and journey maps with opt-out and face-blurring built in.
Dwell Time
Dwell metrics by zone, fixture and display to inform merchandising and layout.
Staff Allocation
Detect understaffed lanes, abandoned tills and tasks-in-progress to balance shift coverage.
Customer Frustration Signals
Where legally permitted, detect repeated back-and-forth, queue abandonment and assistance-needed gestures.
Cleanliness Audit
Floor cleanliness, dirty tables, trash overflow and lighting failures — auto-tasked to facilities.
Fitting-Room Occupancy
Track fitting-room occupancy, turnover and queueing at peak.
Product & Display Interaction
Measure interaction with products and displays by zone and time of day.
Accessibility & Blocked Paths
Surface blocked wheelchair paths, ramps and accessible routes in store.
Solution areas, mapped to real retail risks
From area controls and emergency response to behavioural safety, vehicle monitoring, PPE and retail operations — every solution area is delivered by the same Fogsphere platform.
Indoor, outdoor and warehouse — under one platform
Three focus areas
The platform behind every detection
Edge+ AI Stack — runs on-prem at every site. CNN and VLM GPUs, MistIQ® physical AI workers, TPM® encryption, DeepStream engine and the Edge+ agent — all inside your perimeter.
Fogsphere Manager® Stack — fleet orchestration across all stores: Case Manager®, Insight Studio®, Person Manager®, Asset Manager® and Vision Agent®.
Core Services — vector DB engine, SQL DB engine, distributed storage controller and Kubernetes multi-node cluster, with central GPU pools — all in your datacentre or private cloud.
What the Fogsphere platform brings
Edge AI, GDPR-by-design, digital twins, real-time reports, asset management and more — all inside one platform, deployed on your perimeter.
Why retailers choose Fogsphere
Risk Mitigation
Continuous monitoring of safety hazards reduces the risk of major incidents — giving teams visibility to protect people, assets and reputation.
Regulatory Compliance
Adherence to HSE, OSHA and PCI-DSS, with auditable evidence trails for inspectors, insurers and corporate audit.
Workforce Morale & Retention
Safer stores, faster response to incidents and respect for privacy boost employee morale and retention.
Sustainability & CSR
Demonstrates commitment to safety, privacy and operational responsibility — strengthening brand and stakeholder trust.
Insurance Premium Optimization
A proven track record of safety, with evidence packs and incident analytics, can support lower insurance premiums.
End-to-end, GDPR-compliant
Privacy-friendly, labour-union-friendly safety monitoring. Customer data stays inside your perimeter.
Six application clusters that carry most of the load in store
Occupancy, Counting & Flow
Headcount, crowding, queues, dwell and movement patterns.
Housekeeping & Hygiene
Spills, obstructions, blocked egress and cleanliness by zone.
Perimeter & Physical Security
Approach, intrusion, tailgating, theft and surveillance integrity.
Access Control & Restricted Zones
Who is authorised for this zone, this shift, this task.
Emergency & Incident Response
Fire, smoke, worker-down and evacuation-route readiness.
Asset, Material & Inventory
Where equipment and material is, and whether it is being used.
Adjacent industry coverage
Own-brand production, in-store bakery, deli and chilled supply share the same hygiene, cold-chain and food-safety detections.
Distribution centres and back-of-store receiving reuse the same dock, vehicle and inventory-movement flows.
High-street, mall precinct and car-park estates share crowd, parking and perimeter analytics.
Ready to make every camera a retail co-pilot?
See Fogsphere running on a real retail estate — indoor, outdoor and warehouse.