Optimism Bias vs Realistic Planning
Implement pre-arrival customs clearance and coordinated inland transport booking to eliminate idle dwell time consuming yard capacity.
CyberTRIZ analysis · CognitiveBias contradiction P012 · one of 8,235 worked contradictions published by CyberTRIZ.AI
Regulations
Business Context
Project teams frequently underestimate costs, schedules, and implementation challenges because they expect more favorable outcomes than historical evidence supports.
CognitiveTRIZ Resolution
Incorporate historical benchmarks, independent project reviews, and scenario analysis into planning activities.
Recommended Principles
Principle 17 -Probability Assessment
Principle 19 -Independent Verification
Principle 20 -Continuous Feedback
Expected Outcome
More realistic project planning
Improved forecasting accuracy
Reduced schedule overruns
Better resource management
Decision Indicators
Early indicators that optimism bias may be influencing organizational decision-making include:
Project schedules consistently underestimate implementation effort.
Budget estimates assume best-case execution scenarios.
Teams express high confidence despite limited supporting evidence.
Historical project performance is rarely referenced during planning.
Risks are acknowledged but considered unlikely to affect delivery.
Monitoring these indicators improves planning realism and reduces the likelihood of cost overruns, schedule delays, and implementation failures.