EP003
Define a significance threshold so automated dashboards trigger structured root-cause investigations only for deviations that warrant escalation under risk frameworks.
CyberTRIZ analysis · Process contradiction EP003 · one of 8,235 worked contradictions published by CyberTRIZ.AI
Regulations
Faster Performance Insight Generation vs. Deeper Root-Cause Analysis
Business Context. Generating performance insights quickly from process mining dashboards helps teams react promptly to emerging issues, but surface-level insight generated quickly may not reveal the deeper root cause behind a performance deviation.
Process TRIZ Resolution. Rather than treating quick insight and deep analysis as competing priorities, organizations should use automated dashboards to surface deviations immediately, triggering a deeper, structured root-cause investigation only for deviations that exceed a defined significance threshold.
Applicable TRIZ Principles
Principle 1 (Segmentation) separates immediate insight generation from deeper root-cause investigation.
Principle 35 (Parameter Changes) triggers deeper investigation only for deviations exceeding a significance threshold.
Principle 23 (Feedback) feeds investigation findings back into the automated dashboard's detection logic.
Expected Outcome
Fast initial insight
Confirmed root causes for significant deviations
Efficient use of investigation resources
Continuously improving detection accuracy
Decision Indicators
Every performance deviation triggers the same deep investigation regardless of significance.
Investigation resources are consumed by minor, insignificant deviations.
No significance threshold determines when deeper analysis is warranted.
Surface-level insight is mistaken for confirmed root cause.
Recurring performance issues suggest root causes were never properly investigated.
If several of these indicators are present, the contradiction is likely active and the Process TRIZ resolution above should be evaluated.