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InnovAI, a global manufacturing firm, is adopting ISO 42001 for its new AI-driven predictive maintenance system. The system analyzes sensor data from manufacturing equipment to forecast failures and optimize maintenance schedules. However, the system has occasionally recommended unnecessary shutdowns, causing production disruptions. Employees are also questioning the transparency of the AI\'s decision-making process, especially when its recommendations contradict established maintenance procedures. InnovAI already has robust ISO 9001 and ISO 27001 certified management systems in place.\n\nConsidering the requirements of ISO 42001 and the existing ISO 9001/ISO 27001 frameworks, which of the following actions would MOST effectively address the identified issues and ensure responsible AI management within InnovAI? This action should incorporate principles of ethical considerations, transparency, accountability, and integration with existing management systems.
Establish a cross-functional AI governance committee with representatives from engineering, IT, ethics, and compliance to oversee the AI system's development, deployment, and monitoring, ensuring alignment with ethical guidelines, risk management policies, and organizational objectives, integrating its activities with the existing ISO 9001 and ISO 27001 frameworks.
Implement a mandatory training program for all maintenance personnel on how to override the AI system's recommendations when they conflict with established procedures, while documenting each override instance for future analysis, independent of the existing ISO frameworks.
Increase the frequency of data updates to the AI system and recalibrate its algorithms to improve prediction accuracy, focusing solely on technical improvements without addressing ethical or transparency concerns, while keeping the system separate from ISO 9001 and ISO 27001 compliance.
Outsource the monitoring and maintenance of the AI system to a third-party vendor specializing in AI operations, transferring the responsibility for system performance and ethical considerations to the vendor, without integrating with the existing ISO frameworks.

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