Aptiv is showcasing next-generation intelligent edge solutions at Automate 2026, aimed at enabling production-ready robotics and industrial automation for the edge AI era.
What edge AI capabilities do you think will most accelerate adoption of production-ready robotics on factory floors?
Enabling Production-Ready Robotics and Industrial Automation Applications for the Edge AI Era
What does “production-ready” mean in practice here: what are your worst-case inference latency/jitter guarantees for real-time loops, functional safety targets (e.g., SIL/PL), and environmental quals (vibe/thermal/EMC) the edge units meet? In our test cells, 2 - 3 ms of jitter or a camera lens fogging from coolant mist can crater detection - how do you handle calibration/maintenance over life and graceful degradation when models drift or sensors degrade?