PA019
Apply rigorous ROI measurement only to material automation investments, using lightweight proxy metrics for smaller bots to control reporting overhead.
CyberTRIZ analysis · Process contradiction PA019 · one of 8,235 worked contradictions published by CyberTRIZ.AI
Regulations
Higher Automation ROI Reporting vs. Lower Measurement Overhead
Business Context. Executives want detailed reporting on the return generated by each automation investment, but instrumenting every bot to capture granular financial impact data adds ongoing measurement overhead to the automation team.
Process TRIZ Resolution. Rather than instrumenting every bot for detailed financial tracking, organizations should measure ROI in detail only for high-investment automation initiatives, using simplified proxy metrics such as volume processed for smaller, lower-risk bots.
Applicable TRIZ Principles
Principle 3 (Local Quality) applies detailed ROI measurement only to high-investment automation initiatives.
Principle 2 (Taking Out) removes detailed financial instrumentation from low-investment bots.
Principle 35 (Parameter Changes) adjusts measurement rigor according to the size of the automation investment.
Expected Outcome
Credible ROI reporting for major investments
Lower overall measurement overhead
Efficient allocation of measurement effort
Faster reporting cycles
Decision Indicators
Every bot is instrumented with the same level of financial detail regardless of size.
Measurement overhead consumes a significant share of automation team capacity.
ROI reports are delayed by data collection requirements.
Small automation initiatives carry disproportionate reporting burden.
Executives receive more detail than they actually use in decisions.
If several of these indicators are present, the contradiction is likely active and the Process TRIZ resolution above should be evaluated.