PA016
Implement asynchronous logging at key checkpoints so audit trails satisfy regulatory traceability requirements without degrading throughput.
CyberTRIZ analysis · Process contradiction PA016 · one of 8,235 worked contradictions published by CyberTRIZ.AI
Regulations
Higher Automation Throughput vs. Better Error Traceability
Business Context. Maximizing the throughput of an automated process by minimizing logging and checkpoints improves raw processing speed, but reduces the organization's ability to trace the cause of an error when something eventually goes wrong.
Process TRIZ Resolution. Rather than minimizing logging to maximize speed, organizations should implement lightweight, asynchronous logging that captures key checkpoints without blocking the main processing path, preserving both throughput and traceability.
Applicable TRIZ Principles
Principle 17 (Another Dimension) runs logging asynchronously in parallel with the main processing path.
Principle 23 (Feedback) captures checkpoint data continuously without interrupting throughput.
Principle 2 (Taking Out) removes only the non-essential logging overhead, not the traceability it provides.
Expected Outcome
High processing throughput
Strong error traceability
Faster root-cause identification
Reduced downtime from unresolved errors
Decision Indicators
Errors cannot be traced back to their originating step.
Logging was disabled to improve processing speed.
Root-cause analysis takes disproportionately long after failures.
No checkpoint data exists between key processing stages.
Repeated errors go unresolved due to lack of diagnostic information.
If several of these indicators are present, the contradiction is likely active and the Process TRIZ resolution above should be evaluated.