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Home » Event Moment: Paragon Films Uses AI to Anticipate Manufacturing Problems
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Event Moment: Paragon Films Uses AI to Anticipate Manufacturing Problems

Maya RockBy Maya RockAugust 21, 2026Updated:August 24, 20261 Min Read
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In this moment, excerpted from his fireside chat with John Siefert, Kenny Mullican, CIO, Paragon Films, explained how predictive intelligence is helping the manufacturing company anticipate equipment failures and quality issues before they disrupt production, extending its use of AI to improve operational efficiency and accelerate how the business responds to problems.

Key Takeaways

Predictive Maintenance Turns Downtime Into a Planned Event: By identifying equipment that could fail in the near future, Paragon Films can schedule maintenance when downtime will be least costly instead of waiting for an unexpected failure to stop the assembly line.

Predictive Quality Catches Problems Earlier: Sensor data can signal when production is trending toward a quality issue, giving the company an opportunity to intervene before testing reveals that significant volumes of defective product have already been produced.

AI Moves Manufacturing From Reaction to Prevention: Across maintenance and quality, predictive intelligence gives Paragon Films an opportunity to act earlier — reducing the operational impact of equipment problems and limiting the amount of product that may need to be scrapped.


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