Robots that perceive, reason,
and act in the real world
Velnoriq builds general-purpose embodied AI — foundation models and hardware that let machines understand physical environments and complete real tasks autonomously.
One system across the full embodied stack
From raw sensor streams to dexterous action — a unified pipeline for learning in the physical world.
Multimodal perception
Fuses vision, depth, touch and proprioception into a coherent, real-time understanding of the scene.
Dexterous manipulation
Closed-loop control for grasping, assembly and tool use across objects it has never seen before.
Autonomous navigation
Robust locomotion and path planning in dynamic, unstructured and GPS-denied environments.
World models
Predictive models that let robots imagine outcomes and plan several steps ahead before acting.
Sim-to-real transfer
Massively parallel simulation plus domain randomization to train skills that hold up in the field.
Safety & oversight
Hard constraints, human-in-the-loop controls and audit trails built into every deployment.
A foundation model for action
Velnoriq Core is trained on diverse embodiment data and generalizes across robot bodies — the same policy drives an arm, a mobile base, or a humanoid.
Partner with us- 1ObserveSensors stream into a shared representation of the world.
- 2ReasonThe model predicts, plans, and selects the next action.
- 3ActLow-latency control executes with closed-loop feedback.
- 4LearnEvery interaction improves the policy across the fleet.
Built for the messy physical world
We believe general intelligence has to be embodied. Our research pairs large-scale learning with real hardware in the loop.
Data flywheel
Real deployments and simulation feed one another, compounding capability over time.
Hardware-agnostic
A single stack that adapts to new bodies and sensors without retraining from scratch.
Research-led
Open problems in control, planning and generalization drive everything we ship.
Let's bring robots into the real world
Whether you're deploying automation or advancing embodied AI research, we'd love to talk.
hello@velnoriqllc.com