How do you measure the success of an AI Agent in industrial automation?

Answer:
KPIs:

• Operational Efficiency: Track downtime reduction (e.g., predictive maintenance cutting downtime by 20%) 1.
• Accuracy: Use precision-recall metrics for defect detection in manufacturing 7.
• Cost Savings: Calculate labor and error-related expense reductions 1.
• Scalability: Monitor workload handling without resource spikes (e.g., IoT-integrated production lines) 18.

Tool Example: H2O.ai’s AutoML optimizes model performance while maintaining computational efficiency 1.

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