Footfall, queues and dwell heatmaps that turn every store camera into a customer-insight sensor.
Each capability below runs on compatible existing cameras — final feasibility confirmed during a site POC.
A fall on a Retail & Malls site needs a fast response. DeepObserve detects potential fall or person-down events in monitored areas and raises an immediate alert, so help reaches the person sooner and every incident is logged.
Long waits cost Retail & Malls operators both throughput and goodwill. DeepObserve measures queue length and waiting time in real time and alerts your team the moment a line builds, so you can open a counter or redirect staff before it becomes a problem.
Secure the boundary of your Retail & Malls facility around the clock. DeepObserve draws virtual tripwires along perimeters and restricted lines and raises a direction-aware alert the instant someone crosses — with heightened sensitivity after hours.
Understand exactly how people move through your Retail & Malls spaces. DeepObserve counts entries and exits and tracks live occupancy per zone, so you can manage capacity, staffing and safety limits with real numbers instead of guesswork.
Make loading and dispatch visible across your Retail & Malls yard. DeepObserve monitors loading and unloading activity, dock and bay utilisation and forklift movement — helping you cut dwell time and keep vehicles turning around faster.
Add an extra layer of early warning across your Retail & Malls facility. DeepObserve provides visual fire and smoke detection that complements your certified alarms — flagging visible smoke or flame in monitored areas and alerting your team instantly.
Illustrative targets — actual results are validated at your site during the POC.
Process video near the camera for low latency and minimal bandwidth.
Keep all AI processing and video fully inside your organisation.
Centralise monitoring across multiple facilities and regions.
Pick your highest-value use cases, we baseline your footage and KPIs, run ~30–45 days, then scale by site and camera group.
