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Anomaly Prediction

Anomaly Prediction & Prevention

Predict, explain, prioritize, and prevent operational anomalies. Recommended actions are advisory; high-risk actions require human approval.

Open predictions
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High / extreme risk
0
Pending review
0
Avoidable impact (pending)
$0
Anomaly feed
Risk matrix · probability × impact
Low prob
Med prob
High prob
High $
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Med $
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Low $
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Prevention brief

Select a prediction to see recommended preventive actions.

  • Probability
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  • Estimated avoidable impact
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  • Governance
    FactoryIQ does not autonomously control equipment. High-risk actions require approval by a qualified engineer.
Recommendation workflow
  • 1. Anomaly detected by model with explanation
  • 2. Operator awareness (auto)
  • 3. Engineer review (low/medium risk)
  • 4. Plant Manager approval (high risk)
  • 5. Action executed by human operator
  • 6. Audit log + outcome captured
FactoryIQ never writes to OT systems autonomously. All control changes are executed by a qualified human operator after approval.