How Agentic AI and IoT prevent production disruptions: The rise of self-correcting manufacturing

Discover how Agentic AI combined with IoT transforms traditional operations into self-correcting ecosystems by detecting micro-variances early and automating real-time interventions.

In today’s manufacturing environment, disruptions don’t start with dramatic failures—they start with small variances. A minor drift in temperature, a slightly off-spec raw material batch, a feeder that vibrates more than usual, or a barcode scan mismatch upstream can quietly trigger cascading quality issues.

Operations leaders know the story: By the time humans detect the deviation, the line has already slowed…or stopped. This is where the intersection of Agentic AI + IoT + Traceability, powered by technologies like OpenText Aviator IoT and Core Product Traceability Service (CPTS) is redefining the shop floor.

These systems don’t just report data. They monitor, reason, act, and learn to keep lines running and quality protected.

A realistic scenario: When AI ...