Quantum D&R collects, annotates and processes real-world data for physical AI, AI and robotics. We run trained operators and instrumented robots, capture exactly the demonstrations a client needs, and deliver clean, labelled datasets ready for training.
You tell us what the robot should learn. We collect the data on your behalf.
* Goldman Sachs humanoid market forecast and Dubai Robotics & Automation Programme (u.ae). Market context, not company figures.
Quantum D&R is a data and robotics company in Dubai. We exist because the next wave of AI has to learn to act in the physical world, and it cannot do that without real demonstrations of physical work. That data does not exist on the internet. It has to be produced deliberately, by operating real robots and recording real people doing real tasks.
We act as a data collector on behalf of our clients. They tell us what their robot or model needs to learn, we agree a scope and a quote, and we capture, label and deliver the dataset. To do this well we run a lab of general-purpose robots, and because the lab exists, we also rent those robots, work with universities, and help build the supply of robots in the region.
We are an independent company that works closely with Quantum Tech Systems LLC, drawing on its integration, delivery and support experience in the UAE.
To become the region's source of high-quality physical-world data, so that any team building robots or physical AI can train on demonstrations captured to their own specification.
A future where general-purpose robots are put to real work across the UAE, trained on data collected and owned here rather than imported.
Physical AI is bottlenecked on real-world demonstrations, not compute. That data is what we produce, to each client's specification, and deliver ready to train.
You define the task and the schema. We run the operators and machines, capture the demonstrations, and hand over a clean labelled dataset.
The robots that capture data are the same ones we rent to companies and universities. Independent of any single maker, we help build the region's robot supply.
You do not need to know how the data should be captured. You tell us what the robot or model must learn, and we handle the rest.
Describe what you want the robot to learn: the task, the environment, and how many demonstrations you need.
We agree the capture method, schema, volume and delivery format, and give you a written quote before any work begins.
Trained operators run the robots and suits in the lab, and every episode is annotated to your specification.
Clean, synced, quality-checked datasets delivered in the format your training pipeline expects.
Different tasks need different data. We match the capture method to what your model has to learn.
Operators drive humanoid and mobile robots through real tasks. Every joint movement, grasp and trajectory is recorded as demonstration data for imitation learning.
Instrumented suits capture how a person performs a task, recording motion and force directly from human demonstration for whole-body and manipulation training.
First-person camera rigs record the operator's viewpoint and hands, producing the egocentric video that vision-driven robot policies learn from.
Start with the data you need. The robotics services exist because the lab that collects the data is already here.
Real-world demonstrations captured on your behalf, by teleoperation, sensor suits or head cameras, to the volume and schema you specify.
Labelling, syncing, cleaning and quality assurance that turn raw capture into training-ready episodes in your format.
Rent a robot from our lab, on site or remotely, to test it against your own work before committing to buy.
You bring the problem. We advise whether a robot solves it, which one fits, and we source and supply the machine.
The general-purpose machines we work with. The same fleet that captures data is available for trials, rental, university projects and supply. Independent of any single manufacturer, sourced from China, Europe and the United States.
Companies training physical-AI models and robot policies that need real demonstration data.
Operations and facilities teams testing whether automation is worth committing to.
Researchers and founders who need hardware and data without building a lab.
Start with a data request, or ask about a robot or a service. We reply with a written quote, and there is no charge for an initial conversation.
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