In Automation.com, Doug Stephen of CGS Immersive examines a critical challenge for manufacturers adopting AI on the plant floor: AI-powered guidance is only as reliable as the operational knowledge behind it. “The Procedure Changed. Did Your AI Get the Memo?” explores what can happen when procedures, equipment or processes change but the knowledge informing AI guidance does not keep pace. The result may not be an obvious AI hallucination. It can be a confident answer based on information that was once correct but is now outdated.
Keeping AI guidance aligned with operational change
Manufacturing knowledge changes constantly. Equipment is upgraded, procedures are revised, safety requirements evolve and experienced employees leave the workforce.
Doug explores why organizations need a governed approach to operational knowledge so employees and AI systems can work from current, approved and traceable information. When knowledge changes, organizations should be able to identify what guidance, training and job aids are affected and ensure outdated information does not remain active.
What the article explores
The Automation.com article examines:
Why outdated information can create risk even when AI is working as designed
How operational knowledge can drift as procedures and equipment change
Why AI guidance should be connected to established change-management processes
The importance of approved sources, version control and traceability
How governed operational knowledge can help organizations scale AI more responsibly
Read Doug Stephen's full article on Automation.com for his perspective on keeping AI guidance aligned with the realities of a changing industrial environment.
