Model Sophistication vs Explainability
Anchor test cases to stable business acceptance criteria using parameterised frameworks so requirement changes update only bounded segments rather than the entire test estate.
CyberTRIZ analysis · Banking contradiction T028 · one of 8,235 worked contradictions published by CyberTRIZ.AI
Regulations
Business Context
Advanced pricing and risk models improve valuation accuracy but become increasingly difficult for traders, auditors, and regulators to understand.
Banking TRIZ Resolution
Complement advanced models with explainable analytics, visual dashboards, sensitivity analysis, and documented model assumptions.
Recommended Principles
Principle 17 - Another Dimension
Principle 23 - Feedback
Principle 40 - Composite Materials
Expected Outcome
Better model transparency
Improved governance
Higher decision confidence
TRIZ principles applied
P17 Another DimensionP23 FeedbackP40 Composite Materials