The Mission

Vention is transforming how industrial automation is deployed by making robotic systems accessible to non-engineers. Their AI Operator platform turns standard robot arms into plug-and-play solutions that can perceive, plan, and pick without any programming, calibration, or custom training. This helps manufacturers automate complex tasks like bin picking in hours instead of weeks, dramatically reducing the time and expertise required to deploy robotics on the factory floor.

The Mission

Vision Challenges

Automating unstructured bin picking requires a vision system that delivers extreme precision and accurate depth perception at close range, a particularly difficult problem when dealing with unknown objects and tight tolerances. The challenges include:

  • Capturing detailed 3D shape and orientation data at short distances, where small errors can lead to failed grasps
  • Maintaining reliable performance under variable and low-light conditions, common in manufacturing settings
  • Providing real-time inference with minimal latency to support dynamic decision-making
  • Avoiding the need for model retraining, manual calibration, or cloud connectivity—while still achieving high success rates

This kind of perception workload demands a compact, high-fidelity vision system that can operate fully at the edge.

Vision Challenges

The Solution: Built with OAK

Vention integrates the Luxonis OAK‑D Pro PoE camera directly onto their robot arm as the perception module. The camera delivers high-resolution color imagery, global shutter stereo depth, and onboard neural inference all processed directly on-device. In the demo, the robot identifies and picks parts from a bin in real time, without prior calibration. The Luxonis camera provides the depth map and spatial features needed for the robot to understand object shape, position, and orientation. This enables accurate grasp planning and closed-loop control executed entirely on the edge, without relying on cloud compute or external calibration steps.

The Solution: Built with OAK

Why Luxonis

Luxonis was the right fit for Vention’s fast-deploy automation platform for several reasons:

Edge inference + spatial AI: The OAK‑D Pro PoE delivers real-time depth sensing and neural inference directly on-device with no external processing needed.

High resolution with active stereo depth sensing, enhanced by an IR dot projector, enables accurate 3D maps at close range and in low-contrast scenes, critical for unstructured bin picking

PoE and single-cable simplicity: Power and data over a single cable streamlines integration into robot arms and factory setups.

Plug-and-play modularity: The camera fits naturally into Vention’s hardware/software stack, aligning with their zero-calibration, zero-programming approach to automation

Why Luxonis

Vention’s system showcases how Luxonis helps bring industrial AI to life, solving perception in real-world environments without complex setup or custom development.

Learn More

OAK-D PoE

The ultimate indsutrial robotic vision camera that sees like a human combining stereo depth, high-resolution color, and on-device AI, all powered and connected via PoE.

Vention

Experience AI power without complexity. The AI Operator delivers no-code simplicity with cutting-edge capabilities, empowering your robots to excel without extensive implementation or training.

Contact Our Team

Our dedicated team is available for technical support, business solutions, and more. Let us provide the help you need.