AI Video Analytics Box - one edge box, 40+ algorithms
XCAN XCORE is an edge AI box that turns the CCTV cameras you already own into intelligent sensors. Run 40+ video analytics algorithms - face recognition, people counting, PPE compliance, intrusion, ANPR, fire and smoke - on 4 to 64 channels, re-checked by an embedded visual large model, on site, with no cloud dependency and no camera replacement.
Why run video analytics on the edge, not in the cloud
A cloud AI service analyses video after it has been uploaded. An edge AI box analyses it while it is still happening - and keeps working when the internet does not.

- Decisions in under a second - inference runs on the device, so the alarm fires while the event is still happening, not minutes later.
- Your bandwidth stays free - 16 cameras is roughly 60 Mbps of continuous video. Uploading everything to a cloud video analytics service is expensive and fragile; the box sends only the events that matter.
- Privacy by architecture - faces and footage never leave the site. That is usually the reason a school, a hospital or a factory cannot use a cloud service at all.
- Keeps running offline - local storage, local alarm logic and local face library mean a network outage does not blind the site.
- Reuse the cameras you own - any ONVIF or RTSP camera can feed the box. No rip-and-replace, no new cabling, no re-commissioning of the whole system.
- Every alarm is verifiable - each event carries a snapshot and a clip, so operators can confirm what happened instead of chasing false positives.
Proven at hazardous sites, not only in the lab

Not just detectors - a visual large model reviews every alarm
Classic detectors are fast but literal: they see a shape and fire. XCAN boxes also run an embedded visual large model that looks at the alarm snapshot and answers the question an operator would ask - is someone really fishing, fighting, smoking or climbing? The re-inspection runs locally on the NPU, so it adds judgment without adding latency or cloud cost.
- Fewer false alarms - every detector hit can be re-checked by the large model before it reaches your operators.
- New detections without retraining - describe what to watch for in plain language and orchestrate it as a rule; no dataset, no labelling, no model-training cycle.
- RTX 3090-class inference at 5 W - the embedded NPU delivers comparable visual-model performance to a desktop GPU while drawing a fraction of the power, fanless.
- Training stays on your site - an optional on-premise training server reads footage from the edge boxes and refines algorithms locally, so nothing sensitive leaves the network.
From existing cameras to live analytics in four steps
Most projects are commissioned in a single day, without touching the camera installation.
Connect
Point the cameras you already have at the AI box over ONVIF or RTSP, or bring analogue cameras in through your existing DVR encoder.
Assign algorithms
In the XCAN management console, drag an algorithm onto each channel, draw the detection zones and set the sensitivity. No code and no model training needed.
Verify and alert
The box triggers on-device alarms with a snapshot and a clip, and pushes them to your VMS, control room, email, app or third-party platform.
Scale up
Add boxes as the site grows. All models run the same software, so a 4-channel site and a 64-channel city project are managed from the same console.
40+ video analytics algorithms on one box
Most AI boxes ship with a handful of detectors. The XCORE platform runs a library of 47 algorithms across five domains - and every box can run several of them on the same channel at the same time.
People & face
15 algorithms in this domain
Face recognition
Match people against an on-device face library for access control, VIP alerts and staff attendance.
Face attribute analysis
Estimate gender and age range for audience insight without storing identities.
Stranger / blacklist alert
Flag people who are not in the authorised list, or people who are.
Body detection & attributes
Detect people by body shape and clothing colour when faces are not visible.
People counting & flow
Count entries, exits and occupancy, and report the busiest hours per zone.
Crowd density estimation
Warn before a gathering becomes a safety risk in a mall, station or square.
Loitering detection
Alert when someone stays in a zone longer than the rule allows.
Intrusion detection
Detect a person entering a restricted area after hours or outside the schedule.
Fall detection
Raise an alarm when a person collapses, for elderly care and lone-worker areas.
Fight / violence detection
Detect aggressive movement patterns in corridors, platforms and public areas.
Leave-post detection
Alert when a guard or operator abandons their post beyond the allowed time.
Sleeping on duty
Detect staff asleep at a desk, in a booth or in a control room.
Phone usage detection
Flag phone use in areas where attention is safety-critical.
Smoking detection
Detect smoking in no-smoking zones such as warehouses and chemical plants.
Uniform / dress-code check
Verify that staff wear the required uniform before entering a production area.
Vehicles & traffic
8 algorithms in this domain
License plate recognition
Read and log plates for gate control, parking and stolen-vehicle checks.
Vehicle detection & counting
Count vehicles by type for traffic studies, logistics yards and toll lanes.
Vehicle blacklist / whitelist
Allow known vehicles and alert on everyone else, at the barrier.
Illegal parking detection
Detect vehicles stopped in fire lanes, bus stops and no-parking zones.
Wrong-way detection
Alert when a vehicle travels against the permitted direction.
Parking space occupancy
Know which bays are free without installing a sensor in every space.
Non-motor vehicle detection
Detect e-bikes and bicycles in areas reserved for pedestrians.
Traffic congestion detection
Measure queue length and slow-moving traffic on highways and access roads.
Workplace safety (PPE)
8 algorithms in this domain
Safety helmet detection
Verify helmets on construction sites, in plants and on loading docks.
Reflective vest detection
Check high-visibility clothing for night work and vehicle areas.
Safety harness detection
Confirm harness use on elevated work platforms and scaffolding.
Mask detection
Enforce mask rules in food processing, clean rooms and clinical areas.
Glove & hairnet detection
Hygiene compliance at the line entry of a food or pharma plant.
Fire / smoke detection
Detect flames and smoke visually, before a point detector reacts.
Restricted zone intrusion
Protect machine rooms, switchyards and hazardous process areas.
Machine guarding check
Detect hands or people inside the guard zone of running machinery.
Objects & environment
8 algorithms in this domain
Missing / lost item detection
Find a bag, a tool or a child that has been left behind in a public area.
Abandoned object detection
Alert on luggage or packages left unattended beyond a time threshold.
Garbage overflow detection
Dispatch cleaning only when a bin is actually full.
Littering / illegal dumping
Detect waste dumped in alleys, green belts and construction boundaries.
Floor spill / water detection
Detect leaks and wet floors before someone slips or machinery fails.
Fire exit blocked
Keep escape routes clear and prove it with time-stamped evidence.
Fire extinguisher missing
Detect when an extinguisher is removed from its designated position.
Material / stock detection
Check that the right materials are staged at the right workstation.
Scene-specific
8 algorithms in this domain
Chef uniform & bare-hand
Food-safety compliance in commercial and school kitchens.
Pest / rat detection
Spot rodent activity in storage and production areas at night.
Stove left unattended
Warn when a cooking station is left running with nobody present.
Reusable oil violation
Detect repeated use of cooking oil, a recurring inspection finding.
Anti-drowning detection
Detect a swimmer in distress in pools, reservoirs and water parks.
Riverbank / water edge intrusion
Alert when someone crosses into a dangerous waterside zone.
Livestock counting & behaviour
Count animals and detect abnormal behaviour in barns and feedlots.
Forest / rangeland smoke
Early visual smoke detection across wide outdoor areas.
Compare the XCORE AI video analytics box range
One software platform, six channel models. Pick the model that matches your camera count today, and upgrade the box - not the cameras - when you grow.
| Model | AI channels | Compute | Algorithms | Storage | Typical deployment |
|---|---|---|---|---|---|
| XCORE-Mini | 4 x 1080p | 2 TOPS NPU | up to 8 concurrent | microSD | A shop, one floor of offices or a single gate. PoE-powered, DIN-rail, fanless. |
| XCORE-4 | 4 x 1080p / 2 x 4MP | 4 TOPS NPU | up to 12 concurrent | 1 x SATA, up to 8 TB | A retail branch, a small office, a clinic or a filling station. |
| XCORE-8 | 8 x 1080p / 4 x 4MP | 8 TOPS NPU | up to 16 concurrent | 1 x SATA, up to 16 TB | A campus, a residential community, a hotel or a small factory. |
| XCORE-16 | 16 x 1080p / 8 x 4MP | 16 TOPS NPU | up to 24 concurrent | 2 x SATA, up to 32 TB | A school, a hospital, a mid-size plant or a logistics warehouse. |
| XCORE-32 | 32 x 1080p / 16 x 4MP | 32 TOPS NPU | up to 32 concurrent | 4 x SATA, up to 64 TB | An industrial park, a port terminal, a large retail chain or a city district. |
| XCORE-64 | 64 x 1080p / 32 x 4MP | 64 TOPS NPU + CPU cluster | 48 concurrent, full 40+ library | 8 x SATA, up to 128 TB | A city project, an airport, a highway corridor or a multi-site group. |
All models: ONVIF / RTSP input, H.264 and H.265 decoding, alarm I/O, RESTful Open API, CE and FCC documentation. Full interface and power specifications are on the product page.
It sits between the cameras you have and the software you use
The box is not a camera and not a cloud service. It is an appliance that reads your existing video streams, adds intelligence and forwards the results.
Your existing cameras
Any ONVIF or RTSP IP camera, 2MP to 8MP, H.264 or H.265. Analogue cameras come in through your existing DVR encoder.
XCAN edge AI box
Runs the algorithms on site, stores the evidence, applies the alarm rules and keeps a local face library.
Your VMS, cloud or control room
Live view and playback in XCAN VMS, or push events to a third-party platform over RESTful API, MQTT or webhook.

The cameras stay where they are
Deploying an AI video analytics box is an addition, not a migration. The cameras, cabling and recorder stay exactly as they are - the box reads the same streams and adds a layer of intelligence on top. That keeps the project cost low and the installation to a single day in most cases.
- No camera replacement - your existing ONVIF or RTSP cameras are re-pointed to the box in the management console.
- No new cabling - the box sits on the same LAN as the cameras or the recorder.
- No recorder to throw away - run the box alongside your NVR and keep recording as you do today.
Three ways to deploy it
The same appliance, sized and licensed for a single building or for a nationwide rollout.
Standalone
One box at one site. Local storage, local alarm logic and a local face library, with no server, no cloud account and no subscription. The fastest route for a single building, shop, clinic or gate.
Central VMS or cloud
Many boxes under one console. Live view, playback, event centre, face library, attendance and reports across every site, with optional cloud backup and central firmware management.
OEM / ODM
Ship the appliance under your own brand with your logo, packaging and boot screen, and commission a custom algorithm trained on your own footage when the library does not cover your case.
Solution blueprints by industry
Thirty ready-made blueprints - each one maps a real site to the algorithms it needs, the hardware to size and the alarm rules that work. Filter by domain and open the one closest to your project.
Park & Community AI Security
Turn every existing camera in your park or residential community into an always-on inspector for people, vehicles and incidents.
View solutionSmart Campus & Education Safety
Give schools and universities intelligent gate control, perimeter protection and behaviour alerts while keeping student privacy controlled.
View solutionSmart Office & Building
Multi-tenant buildings get touch-free access, lift control and workplace analytics on one edge platform.
View solutionSmart Hospital Security
Protect patients, staff and restricted medical areas with intelligent monitoring that runs quietly in the background.
View solutionAI Perimeter Intrusion Protection
Replace false-alarm-prone motion detection with AI intrusion analysis along fences, walls and open boundaries.
View solutionSmart Bank Branch Security
Protect branches, ATMs and vaults with intelligent monitoring wired into your alarm centre and access control.
View solutionCorrectional & Detention Facility Safety
Continuous supervision of cells, corridors and perimeters with behaviour alarms that help staff intervene before an incident escalates.
View solutionSmart Elderly Care Monitoring
Non-intrusive fall detection, wandering alerts and night-time safety monitoring for nursing homes and assisted living.
View solutionSmart Construction Site Safety
PPE compliance, danger-zone control and worker attendance on every camera, with offline operation for remote sites.
View solutionSmart Factory Safety & Efficiency
Machine-zone protection, PPE compliance and production-area monitoring that plugs into an existing plant CCTV system.
View solutionPower Plant & Substation Safety
Unattended substations, thermal power plants and new-energy sites monitored for intrusion, fire and operational discipline.
View solutionChemical Park Safety
Strict zone control, PPE enforcement and early fire/smoke detection for chemical plants and hazardous-material warehouses.
View solutionMining & Tunnel Safety
Personnel tracking, restricted-area control and equipment monitoring in harsh underground and tunnel environments.
View solutionSmart Gas Station Safety
Enforce the no-smoking and no-phone rules that decide whether a forecourt is safe, and protect the shop and cash area after dark.
View solutionTransparent Kitchen Monitoring
Show regulators and customers that your kitchen follows the rules - automatically, across every site.
View solutionSchool Canteen Supervision
Protect students with automatic kitchen-hygiene monitoring and a live view parents can trust.
View solutionCentral Kitchen & Food Factory Hygiene
Keep every production line hygienic, from raw-material intake to packing, with automated hygiene and pest control.
View solutionSmart Retail & Chain Store
Know your real customer traffic, protect your stock and keep every store consistent - from one dashboard.
View solutionShopping Mall & Commercial Complex
Measure tenant traffic, manage crowds and secure a complex that never closes - all on one platform.
View solutionSmart Hotel
Frictionless check-in, guest safety and back-of-house discipline without intruding on the guest experience.
View solutionSmart Highway & Toll Station
Free-flow vehicle recognition, traffic incident detection and roadside safety monitoring.
View solutionSmart Parking Management
Touch-free entry, real-time space availability and automatic enforcement for surface and multi-level car parks.
View solutionSmart Logistics & Warehouse
Secure high-value goods, verify loading operations and monitor safety across warehouses and distribution centres.
View solutionSmart Port & Terminal Safety
Container yards, quayside and gate operations monitored for vehicle flow, restricted-area breaches and PPE compliance.
View solutionSmart Airport & Aviation Security
Perimeter protection, terminal flow analytics and restricted-area control that complement your existing aviation security systems.
View solutionSmart City Management
Automate the detection of urban violations so limited enforcement staff are sent exactly where they are needed.
View solutionWater Safety & Anti-Drowning
Guard rivers, reservoirs, canals and pools with AI that reacts when a person enters danger.
View solutionSmart Agriculture & Farm Security
Protect crops, livestock and equipment with AI monitoring built for remote rural sites.
View solutionForest & Rangeland Fire Prevention
Detect smoke plumes in their first minutes across forests, grasslands and protected areas.
View solutionSmart Scenic Area Management
Know visitor numbers in real time, keep fragile zones protected and respond quickly when a visitor is in trouble.
View solutionWhere an AI video analytics box is already deployed
Thirty ready solution blueprints - camera plan, algorithm set, alarm rules and recommended model. Open the one closest to your site.
A recognised vendor in the edge AI box category
XCAN AI (Shenzhen X-CAN) was founded in 2022 by a core team with 15+ years in AI video IoT, and developed the XCAN edge computing system together with the China Academy of Safety Science and Technology. More than 300 projects are running today across petrochemical parks, mines, gas stations, schools, hospitals, prisons and residential communities - over 1,000 edge AI core boards have shipped, and the product line scales from 4-channel boxes to 352-channel edge servers. OEM partners distribute the same platform under their own brands.
- Listed in independent market research - PW Consulting's AI Video Analytics Boxes Market report (2026) names XCAN AI among the representative vendors in the edge AI box segment, alongside vendors deployed at China Energy Group chemical plants and China Railway Group mines.
- One platform, every model - the 4-channel box and the 64-channel box run the same software, so a pilot extends to a rollout without a new learning curve.
- Custom algorithms on request - an on-premise training server refines algorithms on your own footage without any data leaving the site; send sample clips and we will tell you within days whether your detection case is trainable.
- Compliance documentation - CE and FCC EMC and safety files, plus RoHS and REACH material declarations for the target market.

AI video analytics box: common questions
The questions engineers and integrators ask us before a first order.
What is an AI video analytics box?
An AI video analytics box is an appliance that sits next to your network video recorder or switch, reads the video streams from your existing cameras and runs computer-vision algorithms on them - face recognition, people counting, intrusion, PPE checks, ANPR and so on. It is not a camera and it is not a cloud account: it is a small computer with an AI accelerator that adds intelligence to the CCTV system you already have, and it pushes the resulting alarms to your VMS or control room.
Do I have to replace my existing cameras?
No. Any ONVIF or RTSP camera will work, at 2MP to 8MP and in H.264 or H.265. Analogue cameras can be brought in through your existing DVR or encoder. In a typical project we change nothing on the camera side - we add the box, re-point the streams in the console and start assigning algorithms.
How many cameras can one box handle?
From 4 to 64 channels on the same platform. As a rule of thumb, use one channel per camera stream and choose the model by camera count: XCORE-4 for up to 4 cameras, XCORE-8 for 8, XCORE-16 for 16, and so on up to XCORE-64. If you plan to run several algorithms on the same channel, or to record all channels at 4MP continuously, tell us and we will size the box with headroom.
How much power does an AI video analytics box use?
Far less than a GPU server. The 16-channel edge box draws about 5 W at full load with a completely fanless design, and the larger 96-channel edge server stays under 100 W. That typically saves over 3,000 RMB in electricity per box per year compared with a GPU-based PC, and it means the box can live inside a cabinet in a dusty or remote site without fans to clog or filters to clean.
What is the difference between an AI box and an AI NVR?
An AI NVR is a recorder with some detectors built in, so you are tied to that vendor's cameras, firmware and algorithm list. An edge AI box is an open analytics layer: it takes the cameras you already own, can run dozens of algorithms simultaneously, and pushes events to whatever VMS or platform you use. Many customers run the box alongside their existing NVR instead of replacing it.
Does it need the internet or a cloud subscription?
No. All inference runs on the device and the alarms are generated locally, so the box keeps working with no internet connection at all. The face library, detection rules and recorded evidence are stored on the box. Cloud or central VMS is optional and is normally used only to manage many sites from one console.
How much does an AI video analytics box cost?
Price depends on the channel model and the software bundle rather than on an annual licence - there is no per-camera subscription. Smaller models are the entry point for a single site; the higher channel models cost more but replace several smaller boxes. Send us your camera count and the algorithms you need and we will come back with a configuration and a quotation rather than a list price.
Can you run a demo on our own footage?
Yes, and we prefer it. Send a sample clip or camera stream plus the behaviour you want to detect, and we will run it through the box and return the annotated result. It is the fastest way to confirm accuracy before an order, and it is free.
Do you support OEM, ODM and custom algorithms?
Yes. We supply the appliance under your brand with your logo, packaging and boot screen, and we develop custom detection models - sample collection, training, validation and edge deployment - when your scenario is not covered by the existing library of 47 algorithms.
Send us your camera list - we will size the AI box for you.
Tell us how many cameras you have, where they point and what you want to detect. Our engineers reply with a channel-by-channel algorithm plan and a recommended XCORE model, free of charge.