Humanoid Robots for Enterprises
Human-like assistive robots for service, reception, and information tasks. Intuitive, efficient, deployment-ready.
Typical Use Cases
FROM LEARNING TO DEPLOYMENT
One robot. Many learning steps. One real process.
Preparing a humanoid for useful work is a development and integration project. Using palletizing as an example, we show how demonstrations, simulation and real-world tests inform a task-specific motion strategy.
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Understand the process first.
Where is the carton? How can it be grasped, and where should it go? The workspace, contact surfaces, payload limits and safe stops are defined. This pallet sits on a lift table.
Prepared motion sequences, not AI training in the browser. Time is condensed; this does not represent real cycle times or the performance of any particular robot.
What the illustration shows and what real deployment requires
This is one possible development workflow. Imitation learning and reinforcement learning can be combined; not every robotics project uses both methods or follows this order.
Understand the process first.
Where is the carton? How can it be grasped, and where should it go? The workspace, contact surfaces, payload limits and safe stops are defined. This pallet sits on a lift table.
Learn from good examples.
People guide the robot, for example through teleoperation. Camera images, joint states and actions are recorded. Imitation learning can derive an initial motion strategy, called a policy.
Many attempts. Targeted feedback.
Virtual cells enable parallel trials without damaging real workpieces. Reinforcement learning can improve a strategy using feedback on grasping, placement, effort and rule violations.
Does the strategy handle variation?
Position, mass and friction can be varied during training. The fixed strategy is then evaluated on held-out test cases. Failures reveal where the data, models or training need improvement.
The pilot reveals what works.
On the actual robot, sensing and motion are calibrated and small trials are carefully authorized. Conveyor, pallet and cell controls must work together. Missing authorization inhibits transfer.
The workcell is part of the solution.
A stopped roller conveyor presents closed, filled cartons. In this small teaching example, the robot grasps the sides and sets two cartons side by side on the pallet, turning each one during transfer and leaving a 100 mm gap so the hands can withdraw. A half pallet (0.8 × 0.6 m) sits on a lift table. Hand motion and contact are simplified; grasp forces and friction are not calculated. Real applications require payloads, carton strength, hands or grippers, reach and pack patterns to be designed and tested together.
Readiness must be demonstrated.
Deployment requires risk assessment, engineered safeguards, cell communication, calibration and controlled pilot trials. Measurements include safe handling, placement quality, interventions and process stability. Protective functions are independent of the learned motion strategy. This virtual view replaces neither that evidence nor commissioning.
Technical foundations
- Boston Dynamics · Training for hard work
- NVIDIA Isaac Lab · Imitation learning
- Agility Robotics · Built for the real world
DeepRoboticsLab · DR02 Pro — 3D robot model: DR02 Pro geometry and joint chain by DeepRoboticsLab, BSD 3-Clause, with materials prepared for the web view. The original hand geometry is retained. The prepared motion sequence is an educational illustration and establishes neither DR02 palletizing capability nor endorsement by Deep Robotics.
Available models in our catalog
Concrete systems from this category that we already list — with full details, technical data, and imagery on the product page.
Project Packages
Pilot
Short-term deployment to validate use case and system. Clear objectives, defined scope, measurable outcomes.
Integration
Technical integration into your infrastructure: interfaces, software, network. Documentation and handover included.
Training
Hands-on training for your teams on operation and maintenance. Tailored to your processes.
Operation & SLA
Long-term support: maintenance, updates, service. Clear responsibilities and response times.
Selection Criteria
Compliance & Responsibility
Veyra is a reseller and integration partner – not a manufacturer. CE conformity and machinery directive are communicated transparently per system. We support you with classification and documentation.
Relevant use cases
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Frequently Asked Questions
EDU variants target research and development, often with fewer restrictions. Pro variants aim at commercial deployment and are often CE-ready or certified. We advise on the right fit.