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· Manufacturing Industry News and eMagazine - Recent News
AI summary

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?

Aptiv Showcasing Next Generation Intelligent Edge Solutions at Automate 2026

This article was originally posted on manufacturingtomorrow.com.
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Enabling Production-Ready Robotics and Industrial Automation Applications for the Edge AI Era

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trevorfea 2 months ago
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?

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