EP020
Identify non-linear-scaling process elements before scaling and redesign those elements specifically to preserve quality at volume.
CyberTRIZ analysis · Process contradiction EP020 · one of 8,235 worked contradictions published by CyberTRIZ.AI
Regulations
Higher Process Scalability vs. Consistent Performance Quality
Business Context. Scaling a well-performing process to handle significantly higher volume can strain the resources and controls that made its original performance quality possible, risking a decline in quality as scale increases.
Process TRIZ Resolution. Rather than scaling volume without adjustment, organizations should identify which elements of the original process depend on resources that do not scale linearly, such as expert human review, and redesign those specific elements before scaling the rest of the process broadly.
Applicable TRIZ Principles
Principle 3 (Local Quality) identifies and redesigns specifically the elements that do not scale linearly.
Principle 15 (Dynamics) adjusts the process design as volume scales rather than assuming the original design holds at any scale.
Principle 28 (Mechanics Substitution) replaces non-scalable manual elements with scalable mechanisms where quality can be preserved.
Expected Outcome
Successful scaling of process volume
Preserved performance quality at scale
Reduced risk of quality degradation
Identified and addressed scaling bottlenecks
Decision Indicators
Quality has visibly declined since the process was scaled to higher volume.
No assessment identified which process elements would not scale linearly.
Expert reviewers are overwhelmed by volume increases without process redesign.
Scaling plans assumed the original process design would hold at any volume.
Customer complaints have increased proportionally with volume growth.
If several of these indicators are present, the contradiction is likely active and the Process TRIZ resolution above should be evaluated.