MADD011
Build independent hypotheses from data before management interviews to use access as validation, not as the primary evidence source.
CyberTRIZ analysis · MergersAndAcquisitions contradiction MADD011 · one of 8,235 worked contradictions published by CyberTRIZ.AI
Regulations
Independent Analysis vs Management Access
Business ContextTarget management provides essential information about strategy, operations, forecasts, and risks, but excessive reliance on management explanations can introduce optimism or selective interpretation. Restricting access preserves independence while depriving analysts of important context.
Mergers and Acquisitions TRIZ ResolutionUse management access to explain and test evidence rather than replace independent analysis. Develop preliminary hypotheses from financial, commercial, operational, and external information before management discussions, then use interviews to resolve discrepancies and validate assumptions.
Applicable TRIZ Principles
Principle 10 – Prior Action develops independent hypotheses before management interaction.
Principle 23 – Feedback compares management explanations with independent evidence.
Principle 3 – Local Quality applies different validation methods according to information source.
Expected Outcome
Better management insight
Greater analytical independence
Reduced confirmation bias
Stronger forecast validation
Decision IndicatorsEarly indicators that this contradiction is limiting M&A performance include:
Diligence conclusions closely reproduce management presentations.
Analysts enter management meetings without independent hypotheses.
External evidence contradicting management forecasts receives limited attention.
Restricted management access prevents clarification of material issues.
Management explanations are accepted without supporting evidence.
Monitoring these indicators helps obtain valuable management insight without compromising independent analysis.