January 15, 2026

Discover how Edge AI with autonomous self-recovery reduces factory downtime.

Embedded Computing Design Staff

January 5, 2026

Equipment downtime in a manufacturing facility, or in almost any industrial environment, represents more than just an inconvenience. It is a direct hit to a vendor’s productivity, profitability, and brand. As production lines become more automated and capital-intensive, the tolerance for unexpected failures continues to shrink. That reality is driving manufacturers toward predictive maintenance, where AI and machine learning are used to detect failures long before they result in unplanned shutdowns.