AI development · Computer vision
Computer vision solutions in the UAE have to cope with glare, dust, heat haze and mixed-language signage before they can count anything. Next Orbit builds detection, tracking and inspection models on footage from your own cameras. PPE compliance, vehicle movements, product defects and site progress are then measured automatically. Results flow into alerts, dashboards and the systems your operations teams already use every shift.
Quick answer
Computer vision solutions in the UAE apply trained models to camera and image feeds so that sites, plants, stores and warehouses are monitored automatically. Next Orbit builds solutions for safety and PPE compliance, vehicle and people counting, intrusion and zone breaches, and product and weld defect inspection. It also covers licence plate and container recognition, and construction progress from site photos and drone imagery. Models are trained on footage from your own cameras to handle local lighting, dust and signage. They run on edge devices where bandwidth is limited and send events to your alerting, maintenance or project systems. The work is delivered from Dubai across the UAE and the GCC, with retraining as conditions change.
What we deliver
Pick a deliverable to see what it covers and the part of the stack behind it.
Deliverable 01
Detection of missing helmets, vests, harnesses and gloves, people in exclusion zones, vehicle and pedestrian proximity, and smoke or fire. Events go to the HSE team with a clip, feed daily compliance reports and can trigger on-site sirens or access control through integrations.
From the stack
Deliverable 02
People counting, queue length, dwell time, heat maps and vehicle flow from the CCTV you already own, through RTSP or ONVIF streams. Privacy is handled by on-device processing and anonymised counts, and the results appear on dashboards for store, mall, facility and traffic teams.
From the stack
Deliverable 03
Fixed cameras on production lines, packaging stations and weld bays detect scratches, dents, misprints, missing components and dimensional faults in real time. Rejects are flagged to the operator or diverted automatically, and defect statistics feed quality dashboards and your MES or ERP.
From the stack
Deliverable 04
ANPR for gates, car parks and weighbridges with Gulf plate formats, and container and seal number reading at yards and ports. Reads are matched to bookings or visitor lists, barriers open through integration, and exceptions are queued for the security or logistics desk.
From the stack
Deliverable 05
Site photos, fixed cameras and drone imagery are compared against drawings and schedules to measure progress by area and element. Planners review results alongside progress records held in MeezanX, the EPC project controls platform Next Orbit offers and supports. Existing tools can be used instead.
From the stack
Deliverable 06
Model packaging for NVIDIA Jetson and industrial PCs, camera health monitoring, secure over-the-air updates and cloud reporting. Detection quality is tracked, false positives are reviewed with your team and models are retrained as cameras, layouts and seasons change. Next Orbit supports the fleet after launch.
From the stack
Swipe to see every deliverable →
Part of our AI development service. The same architecture-first process, quality control and support apply; tell us the problem and one of our expert engineers will map it to a plan.
Discovery CallWe deliver from one office in Dubai for clients across Dubai, Abu Dhabi, Sharjah, the whole UAE and the GCC.
Our computer vision development services cover camera selection, data labelling, model training, edge deployment and integration. Models are demonstrated on Next Orbit sample footage, then trained on yours. They run on edge devices, in the cloud or in a dedicated deployment where your compliance rules require it.
Generic models fail in desert glare and night shifts.
We label and train on frames from your cameras, so detections hold up in the conditions your sites face.
Inference runs on site on rugged edge hardware when connectivity is weak, with only events and clips sent to the cloud for review and reporting.
Every detection becomes a structured event with time, camera, zone and clip, routed to alerts, dashboards and your maintenance, safety or project systems.
Architecture-first
Before a line of production code is written we draw the system: the people who use it, the services behind it and the systems it must talk to. This reference architecture from our AI development practice is the starting point we adapt to your operation.
Flow 01 Documents AI layer Assistants
Flow 02 ERP / CRM data AI layer Actions in systems
Flow 03 Field inputs AI layer Dashboards & alerts
Flow 04 Guardrails & audit AI layer Assistants
Technology stack
Chosen per project from tools we run in production. Pick a category to see the part of the stack behind it.
How it runs
5 stages, each with a deliverable you can review and sign off before the next begins.
We review cameras, lighting, network and the events you need, and agree how each detection is used.
Footage is collected from your cameras across shifts and seasons, labelled and split for training and testing.
Detection and tracking models are trained and tested on held-out footage, with accuracy reviewed by your team.
Edge or cloud deployment, event routing to alerts and systems, and a pilot on a limited set of cameras.
Roll-out to more cameras and sites, with monitoring, retraining and support from Next Orbit.
Who it is for
PPE compliance, exclusion zones, plant proximity and progress capture across sites.
Perimeter monitoring, leak and smoke detection and corrosion inspection from images.
Defect detection, label verification and line counting without stopping production.
Container and plate reads, dock occupancy and yard movements tracked.
Footfall, queues, dwell time and shelf checks from existing cameras.
Access control, crowd density and cleanliness checks across public buildings.
Platforms we offer
e-trainia is our own platform; e-tijariX, MeezanX and AuthentiQ we implement and support. Each can be customised for your operation.
EPC project controls & governance
Plan, actual and forecast for EPC projects in one controlled system, not a stack of spreadsheets.
S-curves recalculated on every approval
Explore MeezanXQuestions, answered
Safety and PPE monitoring, people and vehicle counting, intrusion and zone detection, and defect inspection on production lines. We also build licence plate and container recognition, and construction progress tracking from site imagery. Each solution is trained on footage from your own cameras and runs on edge devices or in the cloud. Events go to the systems your teams already use.
Usually, yes. Most IP cameras expose RTSP or ONVIF streams that our software can read without replacing hardware. The site survey checks resolution, angle, lighting and network capacity for each camera. Where a view is unusable for a given task, we recommend repositioning or adding a camera rather than compromising accuracy.
A development company. Next Orbit trains and deploys its own models on your footage and integrates them with your systems, rather than reselling a fixed product. Where a proven component fits, such as an ANPR engine, we integrate it, but the solution, the data pipeline and the support remain ours.
We specify the cameras, lenses, lighting and edge hardware for an inspection task and work with your preferred supplier or ours for procurement. The value is in the model and the integration, so we focus there and keep hardware choices open. That also makes replacement and expansion simpler later.
Accuracy depends on the task, camera placement and training data. We measure it on held-out footage from your own sites and share the results before roll-out. During the pilot, false positives and misses are reviewed with your team and the model is retrained. Thresholds are tuned to the balance you prefer.
Processing runs on device or inside your environment, and counts and events are stored rather than raw video where possible. Faces can be blurred before anything is shared. Retention periods follow your policy, access is role based and the design is reviewed with your legal team against UAE data protection requirements.
Yes. We work from one office in Dubai and deploy computer vision solutions in the UAE, including industrial zones in Abu Dhabi and Sharjah. We also deploy across the GCC. Site surveys and installations are done on site, while training, monitoring and support run remotely from Dubai. See also our IoT development service.
Further reading
How an IoT development company in Dubai plans industrial IoT: sensors, connectivity, edge, security, UAE site conditions and a checklist for picking a partner.
How to choose an AI development company in Dubai: use cases, data readiness, UAE PDPL, LLM agents and the questions to ask before you commit budget.
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What happens next
A Discovery Call maps your operation to a plan: what to build first, what it connects to and how it goes live.
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