Predictive/Proactive/Reactive (EASY)

Risk Management Framework by Probability


1. Predictive: Low Probability (~50%)

  • Focus: Forecasting potential failures before they show clear signs.
  • Action: “Predict failures and replace planned”.
  • Key Phrase: Forecasting Low-Odds Uncertainties.

2. Proactive: High Probability (50%~)

  • Focus: Addressing inefficiencies that are very likely to become actual problems.
  • Action: “Optimize inefficiencies before they become problems”.
  • Key Phrase: Preempting High-Chance Risks.

3. Reactive: Manifested (100%)

  • Focus: Dealing with issues that have already occurred and are currently impacting the system.
  • Action: “Identify root cause instantly and recover rapidly”.
  • Key Phrase: Addressing Realized Incidents.

Manage risks by forecasting low-probability (~50%) uncertainties (Predictive), preempting high-probability (50%~) inefficiencies (Proactive), and rapidly recovering from 100% manifested incidents (Reactive).

#RiskManagement #PredictiveMaintenance #ProactiveStrategy #ReactiveResponse #SystemReliability #ProbabilityAssessment

With Gemini

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