Use case library
Every AI use case, ready to switch on.
49 detections, counts and automations across 11 categories, each one running on our in-house models on the cameras and data you already have. 41 come with a live demo clip.
All 49 use cases
DemoVision & SecurityIntrusion detection Alert the moment a person enters a restricted area — ATM lobbies, back offices, perimeters — using our in-house detection models on edge or cloud.
DemoVision & SecurityLoitering detection Flag anyone lingering beyond your set threshold in sensitive zones like ATMs, entrances or cash counters.
DemoVision & SecurityCrowd build-up Real-time crowd density alerts when the number of people in any area crosses your limit.
DemoVision & SecurityWeapon detection Firearms and weapons flagged instantly by our specialised models, always escalated for human confirmation.
DemoVision & SecurityViolence detection Fights and assaults detected and escalated for human review before response is dispatched.
DemoVision & SecurityFire & smoke detection Detect visible flames and early smoke on camera, often before fire alarms trigger — no extra sensors needed.
DemoVision & SecurityUnattended objects Detect bags left behind or equipment removed from watched areas — airports, stations, public spaces.
DemoVision & SecurityATM skimming detection Detect card skimmer overlays, suspicious devices attached to ATM card slots and cash dispensers — instant alerts to security teams and bank operations.
DemoVision & SecurityAfter-hours activity Any detection rule can be scheduled — activate night-time alerts while ignoring daytime traffic.
DemoTracking & SearchFace recognition Register faces from photos or camera frames. Get alerted when watchlisted faces are seen, and track across all cameras and sites.
DemoTracking & SearchPerson & vehicle tracking Track any person, vehicle, bag or object across cameras and show on a live map — find missing people, investigate incidents, trace movement across cities or premises.
DemoTracking & SearchANPR / number-plate recognition Automatic number-plate recognition for gate access, parking, warehouse entry, city-wide vehicle tracking and law enforcement.
DemoTracking & SearchForensic video search Search recorded video in plain language — "man in red shirt at warehouse yesterday" — by clothing, colour, vehicle type, plate or face, across all cameras.
DemoTracking & SearchObject & colour search Find any object by description — model, colour, shape, bag, uniform — across all cameras and time ranges. Locate where and when the tracked item was last seen.
DemoRetail & OperationsFootfall & conversion tracking Count people in and out, measure how many converted to buyers — per entrance, per hour, per store — with full ROI analytics.
DemoRetail & OperationsOccupancy management Live headcount for stores, halls or floors, with alerts when limits are crossed.
DemoRetail & OperationsQueue management Alert when billing, ticket or food-counter queues grow too long — with one rule per queue.Retail & OperationsTheft detection Detect suspicious behaviour — shoplifting patterns, vehicle break-in attempts and unauthorised removal of goods — in real time.
DemoRetail & OperationsHeatmaps & dwell time Visualise where people spend time in stores, malls and venues to optimise layout, staffing and product placement.
DemoRetail & OperationsDemographics & sentiment Age-group, gender split and mood analysis of visitors, per site and time period, for targeted marketing and better service.Retail & OperationsProduct recommendation engine AI-powered suggestion engine for e-commerce and retail sites — understand customer interests, predict preferences and boost conversions using your existing data.
DemoHygiene & AuditKitchen PPE compliance Ensure staff wear the right gear — aprons, caps, gloves, hairnets — configurable per kitchen area.
DemoHygiene & AuditHand-wash SOP Verify required hygiene actions happen when staff enter food-prep zones.
DemoHygiene & AuditZone condition checks Describe what "normal" and "wrong" look like in plain words — get an alert when conditions deviate.Hygiene & AuditAgentic audit reports Upload images from any facility — hospitals, restaurants, factories — and our agentic AI flow generates complete audit reports automatically. Works for all industries.
DemoIndustrial & SafetyHelmet & vest compliance Every worker on site checked for hard hat and hi-vis vest, with violations logged per shift and per contractor.
DemoIndustrial & SafetyDanger-zone / exclusion zone Alert when anyone reaches into a running machine’s guard zone, a crane swing radius or a live electrical area.
DemoIndustrial & SafetyForklift-pedestrian proximity Near-miss alerts when people walk too close to a moving forklift — the driver is recognised and ignored.
DemoIndustrial & SafetyIdle workstation Know which stations are staffed, which stand idle, and line utilisation per shift — supervisors are notified automatically.
DemoIndustrial & SafetyBlocked aisle / fire exit Pallets, boxes or carts left in fire-exit routes and aisles are flagged before an audit or an emergency finds them.
DemoIndustrial & SafetyBox & pallet counting Count boxes, pallets and parcels on conveyor belts, loading docks and storage areas — with real-time inventory visibility.
DemoSmart City & TrafficVehicle counting & classification Cars, buses, trucks and two-wheelers counted per lane and per hour for traffic planning and toll audits.
DemoSmart City & TrafficTraffic congestion level Vehicle density and speed combined into free-flow / busy / congested levels, pushed to signal control and dashboards.
DemoSmart City & TrafficIllegal parking / stopped vehicle Vehicles stopping in no-parking zones, bus lanes or emergency bays are flagged after your set time.
DemoSmart City & TrafficParking space occupancy Free spaces counted per row from a mast or drone camera and published to entrance signs and apps.
DemoHospitality & AgricultureTable occupancy & turnover Seated and free time per table, turnover per hour and alerts when tables wait too long to be cleared.
DemoHospitality & AgricultureLivestock counting Animals counted and tracked as they move through gates and paddocks — no tags or manual tallies.AI Search & AutomationLocal search engine Search anything from your local data — upload PDFs, documents, databases — with a custom-designed search engine. No internet required, runs on a small GPU machine.
DemoAI Search & AutomationVideo search engine Forensic-grade video search across your entire footage library. Find specific people, objects, vehicles or events in seconds — purpose-built for investigations.AI Search & AutomationAgentic AI automation End-to-end workflow automation using agentic AI — from data processing to decision-making — designed for your specific industry processes and operational needs.AI Search & AutomationAI recommendation & insights Help your existing websites and apps understand customer interests and deliver personalised recommendations using AI — increase engagement and business outcomes.
DemoHealthcare & MedicalMedical image segmentation Best-in-class segmentation models for medical imaging — X-rays, CT scans, MRI — delivering precise analysis to assist diagnosis and treatment planning.
DemoHealthcare & MedicalHospital audit automation Live bedside infection-control checks (mask, gloves) plus agentic audit reports generated from facility images — compliance-ready automatically.EducationAI learning platform AI-powered learning applications for students from class 4 to 12, delivering in-depth subject knowledge and AI literacy with personalised, adaptive learning paths.EducationAI knowledge engine Deep AI knowledge from fundamentals to advanced — giving students a head start with hands-on AI understanding, coding and real-world problem-solving.
DemoEdge & Camera HealthCamera tamper & blocked view Detect cameras that are covered, sprayed or blocked, compared with each camera's learned normal view.
DemoEdge & Camera HealthBlur & focus loss Catch lenses that go out of focus or get dirty before you need the footage.
DemoEdge & Camera HealthCamera moved Know when a camera has been turned away from what it should be watching.
DemoEdge & Camera HealthDevice & stream offline Cameras, recorders and edge devices that stop reporting are flagged automatically with health alerts.