
Robust.AI, a San Carlos-based robotics company, has integrated Aptiv's PULSE sensor into its Gen 3 Carter mobile robot to improve perception reliability in complex warehouse and manufacturing environments.
The PULSE system combines radar and camera inputs using machine learning to reduce blind spots and handle challenging conditions where conventional sensors struggle.
Aptiv plans to obtain PL(d) certification—a high-reliability safety standard—for the system in relevant industrial safety applications.
What happened
Robust.AI selected Aptiv's PULSE sensor—a camera-and-radar perception system powered by machine learning—for its Gen 3 Carter collaborative mobile robot. Aptiv will pursue PL(d) certification, a high-reliability safety classification under ISO 13849-1, for the PULSE system across relevant industrial safety use cases.
Why it matters
Warehouse and manufacturing floors contain dust, glare, moisture, and reflective surfaces that degrade conventional vision-only sensors. By fusing radar and camera data, PULSE aims to deliver the safety-critical perception reliability that scaled warehouse automation demands—especially as robots operate with higher autonomy near people and equipment.
What to watch
The companies plan to accelerate AI-powered robotic workflows and establish the foundation for PL(d) certification across relevant industrial safety use cases. Aptiv demonstrated the PULSE sensor with Carter at Automate in Chicago this week.
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