EP009

Faster Corrective Action Triggers vs. Thorough Impact Assessment

Business Context. Prescriptive analytics that automatically trigger corrective actions the moment a deviation is detected can resolve issues faster, but acting immediately without assessing the broader impact of the corrective action can introduce unintended consequences elsewhere in the process.

Process TRIZ Resolution. Rather than triggering every corrective action automatically and immediately, organizations should reserve automatic triggering for corrective actions with well-understood, low-risk impact, requiring human review for actions whose broader consequences are less certain.

Applicable TRIZ Principles

Principle 3 (Local Quality) reserves automatic triggering for corrective actions with well-understood, low-risk impact.

Principle 13 (The Other Way Round) has the system propose higher-risk corrective actions for human confirmation rather than executing automatically.

Principle 24 (Intermediary) uses a review layer to assess broader impact before uncertain corrective actions are triggered.

Expected Outcome

Fast resolution of well-understood issues

Thorough assessment for uncertain corrective actions

Reduced risk of unintended consequences

Balanced automation and human judgment

Decision Indicators

Automated corrective actions have caused unintended downstream disruption.

No distinction exists between low-risk and high-risk automated triggers.

Corrective actions are triggered without any impact assessment.

Teams have disabled automated triggering due to past unintended consequences.

Prescriptive analytics recommendations are treated as automatically correct without review.

If several of these indicators are present, the contradiction is likely active and the Process TRIZ resolution above should be evaluated.